Global

Highlights The cyclical bull market in stocks will last until the end of next year. That said, global equities have become increasingly vulnerable to a correction, so fast-money investors should consider putting on a tactical hedge spanning the next few weeks. The passage of tax legislation in the U.S. will face many hurdles, and this is likely to ruffle markets in the near term. We ultimately expect Congress to pass a bill early next year. While lower corporate tax rates will be a boon for Wall Street, the gains to Main Street will be a lot more muted. A higher after-tax rate of return on equity will encourage capital inflows into the U.S. This will bid up the value of the dollar, depressing exports in the process. Over the long haul, a larger budget deficit will soak up private-sector savings that could otherwise have been used to finance investment spending. This will lead to less capital accumulation, and eventually a lower standard of living. Feature Rising Odds Of A Stock Market Correction We remain cyclically bullish on global equities based on the expectation that global growth will stay strong over the next 12 months, which should support corporate earnings. Nevertheless, the recent price action in credit markets is disconcerting. Yesterday's relief rally notwithstanding, junk bonds have been selling off in recent weeks, as have EM credit and currencies (Chart 1). We have found that credit trends generally lead the stock market. This raises the risk of an equity correction. The fact that the bull/bear ratio has reached a 30-year high in the weekly Investors Intelligence Sentiment survey (Chart 2), and that the most recent BofA Merrill Lynch Survey shows that a record share of fund managers are overweight risk assets, only add to our worries. Chart 1Junk Bond Selloff Raises ##br##Risks Of An Equity Correction Junk Bond Selloff Raises Risks Of An Equity Correction Junk Bond Selloff Raises Risks Of An Equity Correction Chart 2Equity Bullish Sentiment:##br## Getting Stretched Equity Bullish Sentiment: Getting Stretched Equity Bullish Sentiment: Getting Stretched Doubts about the ability of Republicans in Congress to push through tax cuts further muddle the picture. We continue to expect a tax bill to be signed into law early next year, but the intention of President Trump and Senator Majority Leader Mitch McConnell to include a provision in the bill to rescind the individual mandate to purchase health insurance could greatly complicate this task. Moreover, as we discuss in greater detail below, the economic benefits of the tax legislation are likely to be muted, even if equity prices do rise on the back of lower corporate tax rates. This will make selling the merits of the tax plan to the American people all the more difficult. With all this in mind, we are putting on a short S&P 500 trade recommendation. We are targeting a gain of 5% and putting in a stop-loss of 2%. We will close this trade before the end of the year, so this should be seen as a purely tactical decision appropriate for fast-money investors only. Fiscal Policy Was Tightened Too Early ... Global bond yields plummeted during the Great Recession, but then quickly recovered. The U.S. 10-year Treasury yield hit 3.95% in June 2009, while the German bund yield reached 3.72% that same month. Today, output gaps are much smaller globally than they were seven years ago, yet bond yields are substantially lower (Chart 3). Chart 3ASmaller Output Gaps... Smaller Output Gaps... Smaller Output Gaps... Chart 3B...But Lower Bond Yields ...But Lower Bond Yields ...But Lower Bond Yields Many theories have been offered to account for this seemingly paradoxical turn of events. Was it QE? Maybe the Phillips curve broke down? Perhaps investors have steadily revised down their estimate of the neutral rate of interest? One can make compelling arguments in support of all these explanations. However, there is one reason that has received relatively little attention: fiscal policy. Chart 4 shows that fiscal policy was tightened by an average of 4.1% of GDP in the G20 economies between 2010 and 2015. This happened despite the fact that unemployment was still quite high. One could make a half-plausible case that fiscal austerity was necessary in southern Europe, where one country after another was being attacked by the bond vigilantes (although even there, the failure of the ECB to act as a lender of last resort to European sovereigns greatly exacerbated the problem). It is harder to justify the shift towards austerity in countries such as the U.S. and the U.K. which were able to issue debt in their own currencies; or to explain why Germany felt the need to tighten fiscal policy when its structural primary balance was already in surplus. In Japan's case, the 2.9% of GDP in fiscal tightening that occurred between 2013 and the 2015 was a key reason why Abenomics failed to push the country out of deflation. Faced with the reality of what was happening on the fiscal front, central banks had no choice but to step in. They did so by slashing interest rates, in some cases pushing them into negative territory. They also engaged in massive asset purchases. The tsunami of easy money helped to keep economies afloat. But in many countries, slower government debt growth was replaced by faster private-sector debt growth (Chart 5). Debt continued to rise. It just did so in a different form. Chart 4Fiscal Belt-Tightening##br## In 2010-2015 Fiscal Follies Fiscal Follies Chart 5Private Debt Growth Picked Up##br## Amid Slowing Government Debt Growth Private Debt Growth Picked Up Amid Slowing Government Debt Growth Private Debt Growth Picked Up Amid Slowing Government Debt Growth ... And Is Now Being Eased Too Late The good news is that governments are abandoning their obsession with fiscal austerity. The bad news is that they are doing it at a time when fiscal easing is no longer warranted. Standard economic theory suggests that governments should run budget deficits when unemployment is high, and surpluses when it is low. In the U.S., the unemployment rate stands at 4.1%, 0.6 percentage points below the Fed's estimate of NAIRU. And yet, President Trump and the Republicans in Congress are pushing for massive tax cuts which, according to the CBO, would add $1.7 trillion to federal debt over the next ten years, while pushing up the debt-to-GDP ratio by an extra six percentage points to 97% (Chart 6). Limited Supply-Side Benefits Proponents of the legislation argue that lower tax rates will spur growth by so much that they will pay for themselves. This is highly unlikely. Chart 7 shows that major tax cuts in the past have always led to a rising debt-to-GDP ratio, whereas tax hikes have led to a deceleration, or even outright decline, in the debt ratio. Even the much lauded 1981 Reagan tax cuts had to be partially rolled back in 1982 after the budget deficit widened sharply. Chart 6More Red Ink Fiscal Follies Fiscal Follies Chart 7Do Tax Cuts Pay For Themselves? Do Tax Cuts Pay For Themselves? Do Tax Cuts Pay For Themselves? The growth-enhancing effects of lower tax rates are likely to be smaller at present than they were in the early 1980s. The Reagan tax cuts were introduced when the economy was in the doldrums and government debt levels were much lower than they are today. Cross-border ownership of foreign assets has also increased tremendously since the Reagan era. Foreigners now own more than $10 trillion of U.S. equities, or close to 35% of the total, up from 10% in the early 1980s (Chart 8). This implies that a corporate tax cut would not only represent a massive windfall for foreigners - a bizarre outcome for a self-professed nationalist president - but would mean that a smaller share of capital gains taxes will make their way into the coffers of the U.S. Treasury. Personal income tax cuts are also likely to generate much less bang for the buck. Most empirical studies suggest that lower personal tax rates increase labor supply largely by boosting female labor participation.1 The prime-age female labor participation rate in the U.S. today is 11 points higher than it was in 1980, which limits the scope for further gains. Moreover, when Ronald Reagan cut taxes in 1981, the top personal tax rate stood at 70% (Chart 9). At such a high rate, a one percentage-point cut in the top rate increases take-home pay by 3.3% (1/30). Today, the top rate stands at 39.6%, so a one-point cut would raise after-tax income by only 1.6% (1/60.4). Thus, the incentive effect from cutting the top marginal tax rate is only half of what it was back then. And, of course, the lower the tax rate, the less incremental revenue the government gets from every additional dollar of income. A reasonable estimate is that the revenue offset from tax cuts today would be only one-quarter of whatever modest amount it was in the early 1980s. Chart 8Growing Share Of U.S. Equities##br## Is Held By Foreigners Growing Share Of U.S. Equities Is Held By Foreigners Growing Share Of U.S. Equities Is Held By Foreigners Chart 9Lower Bang For The Buck From##br## Cutting Individual Tax Rates Lower Bang For The Buck From Cutting Individual Tax Rates Lower Bang For The Buck From Cutting Individual Tax Rates Tax Cuts Versus Tax Reform This is not to say that tax reform is undesirable. Statutory corporate tax rates in the U.S. are quite high, but effective rates are very low, given the myriad deductions and tax-sheltering strategies (Chart 10). The combination of base-broadening and lower statutory rates would make the economy more efficient. In this respect, the set of reforms unveiled by Paul Ryan earlier this year actually had a lot going for it. Unfortunately, the half-measures in both the House and Senate bills run the risk of making the current system even worse. For example, the proposed transition from the current system where U.S. companies are taxed on their worldwide profits to one where they are taxed only on the profits they earn in the U.S. is likely to increase the incentive to use accounting gimmicks to shift more taxable income to low-tax jurisdictions abroad.2 The new "pass through" tax rate of 25% would also provide passive business owners, who are currently subject to the top marginal tax rate, with a massive tax break. Chart 10Statutory Vs. Effective Corporate Tax Rates: Please Mind The Gap Statutory Vs. Effective Corporate Tax Rates: Please Mind The Gap Statutory Vs. Effective Corporate Tax Rates: Please Mind The Gap In theory, full business investment expensing is a good idea, but the economic impact is likely to be modest. Companies pay less tax upfront when they can write off the value of capital expenditures immediately, but incur higher taxes in the future due to the absence of any further depreciation expenses. When interest rates are low, as they are today, the present value gain from shifting tax liabilities around in this way is bound to be small. This, along with the fact that companies can already write off a large share of capital purchases under current law in the first few years after they are made, will limit the benefits of the proposal. The full expensing of capital purchases also expires after five years under the Republican plan. This could cause companies to pull forward capital spending simply to game the tax code. Such a policy could be justified if the economy were depressed, but that is not the case today. The Tax Foundation, a free-market think tank that a number of left-leaning economists have accused of overstating the benefits of tax cuts, estimates that temporary expensing would raise the level of real GDP by only 0.18% after a decade, compared to 1.6% in the case of permanent expensing.3 From Populism To Pluto-Populism Chart 11This Is Not Populism Fiscal Follies Fiscal Follies Martin Wolf has aptly referred to Donald Trump as a "pluto-populist" - someone who talks like a champion of the poor and middle class to his adoring supporters, but actually pushes for policies that mainly benefit the wealthiest Americans.4 Many of the proposals in the Republican tax bills - including the abolition of the Alternative Minimum Tax, the phase-out of the estate tax, and the aforementioned reduction in the business pass-through tax - would further skew the distribution of income towards the rich (Chart 11). Indeed, the benefits for the wealthy grow over time under the proposed plans, even as those for the middle class dissipate, eventually reaching the point where the average middle-class household ends up paying more taxes under the House plan than they do now (Chart 12).5 And no, one cannot say that this outcome is simply the inevitable consequence of the fact that the rich pay most of the taxes. Once regressive taxes such as the payroll tax and state and local taxes are included in the tally, the rich pay about the same share of their income in taxes as the middle class (Chart 13). To make matters worse, the Republican tax bill would trigger $25 billion in Medicare cuts and $111 billion in cuts to other government programs under current PAYGO rules. More pain for middle-class voters. Donald Trump was quick to throw Ed Gillespie under the bus after he failed to win the governor's race in Virginia, tweeting that Gillespie "did not embrace me or what I stand for." But the truth is Trump has not embraced Trumpism either. We were widely scorned in the early days of the primary season for saying that Trump would secure the Republican nomination, and mocked again in 2016 for predicting that he would win the presidential election. At this point, however, the odds are high that the Republicans will lose the House next November and Trump will fail to get re-elected in 2020. Chart 12Middle-Class Tax Cuts Will Morph Into Tax Hikes Fiscal Follies Fiscal Follies Chart 13U.S. Taxation Not Very Progressive Fiscal Follies Fiscal Follies Investment Conclusions U.S. equities are overbought and ripe for a correction. As is almost always the case, lower stock prices in the U.S. will negatively impact global bourses. Fortunately, the selloff is likely to be short-lived, with strong global growth and rising earnings powering stocks into 2018. The passage of tax legislation in the U.S. will face many hurdles, and this is likely to ruffle markets in the near term. Nevertheless, we expect Congress to pass a bill early next year. While lower corporate tax rates will be a boon for Wall Street, the gains to Main Street will be a lot more muted. A higher after-tax rate of return on equity will encourage capital inflows into the U.S. This will bid up the value of the dollar, depressing exports in the process. Over the long haul, a wider budget deficit will soak up private-sector savings that could otherwise have been used to finance investment spending. This will lead to less capital accumulation, and eventually a lower standard of living. Chart 14Inflation Higher In Countries Lacking Independent Central Banks Fiscal Follies Fiscal Follies Higher government debt levels will also increase the temptation to inflate away debt. As we discussed a few weeks ago, rising political polarization is affecting every facet of society, with the NFL just being the latest example.6 It is hard to believe that the Fed will remain above the fray. History suggests that the loss of central bank independence is often associated with higher inflation (Chart 14). Such may be America's fate as well. Peter Berezin, Chief Global Strategist Global Investment Strategy peterb@bcaresearch.com 1 Please see Robert K. Triest, "The Effect Of Income Taxation On Labor Supply In The United States," The Journal of Human Resources, Special Issue on Taxation and Labor Supply in Industrial Countries, 25:3 (Summer 1990); and Costas Meghir and David Phillips, "Labour Supply And Taxes," IZA Discussion Paper No. 3405 (March 2008). 2 Both the House and Senate versions of the tax bill have a number of provisions to limit the ability of corporations to shift profits abroad, but at present, it is unclear how effective these measures will be. 3 Please see "Economic and Budgetary Impact of Temporary Expensing," Tax Foundation, dated October 4, 2017. 4 Martin Wolf, "Donald Trump Embodies How Great Republics Meet Their End," Financial Times, March 1, 2016. 5 This mainly occurs because the "Family Flexibility Credit" expires after 2022. The expanded Child Tax Credit is also not indexed to inflation under the House plan, implying that its value to tax filers will go down over time. In addition, the repeal of the individual mandate would cause fewer lower-income earners to buy health insurance, leading them to forego the tax subsidies that they would otherwise receive. 6 Please see , "Three Demographic Megatrends," dated October 27, 2017. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Highlights Clients frequently ask us what long-term returns they should assume when constructing strategic portfolios. In this report, we use a range of methodologies to arrive at reasonable return assumptions for bonds, equities, alternative assets, and currencies on a 10-15 year investment horizon. We conclude that global bonds are likely to return around 1.5% in nominal terms (compared to 5.3% over the past 20 years), and global equities 4.6% (compared to 6.1%). Alternative assets look rather more attractive with, for example, private equity projected to return 9% and real estate 7.1%. Nonetheless, the typical pension fund portfolio, consisting of 50% equities, 30% fixed income, and 20% alts, will be unable to achieve its return target (still typically 7% or higher). Feature Pension plan sponsors and wealth managers need realistic assumptions about the likely returns from different assets in order to construct strategic portfolios, for example when calculating the efficient frontier using a mean-variance optimizer (MVO). Using historical data is the simplest way to do this, but can be very misleading: for example, global bonds have delivered an annual nominal return of 5.3% over the past 20 years but, with bond yields currently so low, it is almost mathematically impossible for them to return anything close to that over coming years (our estimate for future returns is 1.5%). This Special Report is our attempt to produce long-run return assumptions for strategic portfolios, something that GAA clients frequently ask us for. We want to emphasize that these are reasonable assumptions, not forecasts. The value of forecasting the world economy over the next decade or more is questionable. Consider if we had carried out this exercise in 2002: how likely is it that we would have predicted the rise and fall of emerging markets, the U.S. housing crisis, and the subsequent "secular stagnation"? Our analysis, therefore, is mostly based on the philosophy that long-run historical relationships (for example, credit spreads, or the excess return of small cap stocks) are fairly constant, and that most variables (profit margins, valuation, productivity) mean revert over the long term. Our time horizon is 10-15 years. We chose this - rather than the five or seven years that is perhaps more common in such analyses - because it is closer to the investment horizon of pension funds and most individual investors. It also allows us to avoid making a call on where we are currently in the cycle, and how long the next recession and expansion will last. It is likely we are close to the peak of the current economic expansion and equity bull market (the "X" on Chart 1): choosing a shorter time horizon would mean making judgements about the timing of the cycle. Conceptually, we prefer to forecast the trend line on the chart. Chart 1Stylized Trend Versus Cyclical Movements What Returns Can You Expect? What Returns Can You Expect? Our assumptions are inevitably approximate. In many cases (particularly for equity returns), we use multiple methodologies and take the average result. Does it matter that the estimation error of our assumptions is likely to be large? Most academic evidence finds not.1 The reason is that, for closely correlated assets, errors in the return estimates (and therefore the optimal weights in a portfolio) will not greatly affect a portfolio's risk and return; while, for assets that are very different, errors in the estimates will not have much effect on the optimal portfolio weights. Rough estimates, therefore, are sufficient for portfolio construction purposes. In any case, using common-sense projections is better than unrealistic historical averages, and investors do need some assumptions to work with when constructing portfolios. How To Forecast Economic Growth A key input (especially when considering earnings growth, which is one factor driving equity returns) is the likely rate of economic growth in various countries and regions over our time horizon. Our simplified way of deriving this is to assume that GDP growth is a factor of (1) demographics (specifically, the growth in the population of working age), and (2) productivity growth. (We assume that capital intensity is steady.) For the demographic assumptions, we use the United Nations' median forecast of the annual growth in population aged 25-64 between 2015 and 2030 (Table 1). Productivity growth is harder to estimate. Productivity has been poor in recent years compared to history (Chart 2). There is significant uncertainty about whether this is caused by cyclical factors (the Great Recession, for example) or structural factors (the end of positive effects from the IT revolution etc.), and whether a potential new wave of technology (artificial intelligence, self-driving vehicles) will raise productivity in future. Table 1Demographic Assumptions What Returns Can You Expect? What Returns Can You Expect? Chart 2Productivity Growth Productivity Growth Productivity Growth Our approach is to assume that productivity in the U.S. will return to its 40-year average, and that productivity growth in the main European economies will be 50 bp lower than the U.S. and in Japan 80 bp lower (in line with recent averages). The estimate is harder for emerging markets, so we use two scenarios: one in which structural reforms, particularly in China, bring productivity growth back up to the average of the past 10 years, 3.5%; and a second scenario in which governments fail to reform, and therefore productivity growth continues to fall to only 1%. For inflation, we assume that central banks over the long-term largely achieve their current inflation goals. The results of our assumptions for GDP growth are shown in Table 2. Table 3 shows the summary of our results: the 10-15 year return assumptions for all the assets in our analysis. We also show historic returns and volatility for comparison (for the past 20 years, where data is available). Below, we describe in detail how we arrived at these numbers. Table 2GDP Growth Assumptions What Returns Can You Expect? What Returns Can You Expect? Table 3BCA Assumed Returns What Returns Can You Expect? What Returns Can You Expect? All our results are shown in nominal terms and in local currencies. While strictly speaking, it might be theoretically better to estimate real returns, in practice most investors and advisers tend to work on a nominal basis. Moreover, since we have made assumptions for inflation in each region, it is simple to translate our nominal returns into real ones. There is also a trade-off between inflation and currency movements (and interest rates). At the end of the report, we consider the impact of relative inflation rates on currency returns, allowing investors to work the returns back into their own currencies. 1. Fixed income We start from a base that is known: the return on long-term government bonds. If an investor today buys a 10-year U.S. Treasury bond, his or her annual nominal return over the next 10 years will almost certainly be 2.3% (today's yield). The only uncertainties come from (1) reinvesting coupons at the future rate of interest, but the impact of this is small, and (2) the (presumably minimal) risk of a U.S. government default. Of course, investors do not own just 10-year bonds, and indeed the average duration of U.S. Treasuries is currently 5.7 years. But changes in interest rates make relatively little difference to future returns: a rise in interest rates causes a capital loss but a higher yield on rolled-over positions after bonds mature (though, admittedly, the convexity effect is greater when rates are low, as they are now). Even if interest rates were to double over the next decade, the return from U.S. Treasuries would fall only to around 1.5% and, if interest rates fell to 0%, the return would be only about 3%. Moreover, the effect diminishes over time as more bonds are redeemed at par. Empirically, we can see that there is a strong correlation between starting yield on 10-year bonds and long-term returns from U.S. Treasuries (Chart 3). Chart 3Government Bond Returns Driven By The Starting Yield What Returns Can You Expect? What Returns Can You Expect? For our cash assumption, we first calculate a proxy for the current cash yield using the average spread between 10-year government bonds and three-month bills over a long-run history (using data from Dimson, Marsh and Staunton which goes back to 1900 and covers a range of countries, Table 4).2 While it is true that the yield curve steepens and flatten along with the cycle, the average yield curve shape should be a good proxy for long-term future expected returns. Of course, this assumes that the term premium comes back. It may not if bonds now are a good hedge against recession risk. However, we also need to take into account that interest rates and inflation are likely to change over the next 10-15 years. We assume that both will rise to an equilibrium level over that time. Our assumption is that central banks will get close to hitting their inflation targets (in the U.S., 2% on PCE inflation, which translates into 2.5% on CPI; in Europe, "around but below 2%"; and in Japan, 2%). For the equilibrium real rate, we take BCA's current estimate (Chart 4) and assume a small rise over the next decade as some of the after-effects of the Great Recession and secular stagnation wear off: to 0.4% in the U.S., -0.1% in the euro area, and -0.2% in Japan. Table 4Historic Spread Government Bonds To Bills (1900-2016) What Returns Can You Expect? What Returns Can You Expect? Chart 4Current Equilibrium Real Rates Current Equilibrium Real Rates Current Equilibrium Real Rates Our calculation of the return from cash over the 10-15 year horizon is based on a steady rise from the current cash return to that implied by the inflation and equilibrium real rate assumptions (Table 5). Table 5Calculation Of Assumption For Cash Return What Returns Can You Expect? What Returns Can You Expect? For other fixed-income instruments, we make the following assumptions: Government bonds. We assume that the spread between 10-year and 7-year bonds and 3-month bills will be similar to the historical average (Chart 5), and calculate the return from the government bond index based on this and our estimate for 10-year returns, adjusted by the duration of outstanding bonds in the index: 5.7 years for the U.S., 7.1 for Europe and 8.6 for Japan. For U.S. investment-grade and high-yield corporate bonds, we take the average spread, default rate, and recovery rate in history (Table 6). Obviously, spreads and default rates, especially for high-yield bonds, also jump around massively over the cycle (Chart 6), but we think it is reasonable to assume in our long-term projections that they revert to the mean. Reliable data for European and Japanese credit has a short history but, over the past 10 years, spreads and default rates have been similar to the U.S., so we use the U.S. assumptions for these markets too. Chart 5Yield Curves Yield Curves Yield Curves Table 6U.S. Corporate Credit Assumptions What Returns Can You Expect? What Returns Can You Expect? Chart 6Credit Spreads And Default Rates Move With The Cycle Credit Spreads And Default Rates Move With The Cycle Credit Spreads And Default Rates Move With The Cycle Government-related bonds and securitized bonds (MBS, ABS etc.) are an important part of the Barclay's Aggregate Bond indexes: in the U.S., for example, securitized bonds comprise 31% of the index, and government-related ones 7%; in Europe, the weights are 8% and 17% respectively. For our projections of government-related bonds, we assume historic average spreads will continue (Table 7). For securitized bonds, we assume that the historic average spread in the U.S. will continue, and will be the same in Europe and Japan (where historic data is less readily available). Inflation-linked bonds. We assume that the average real yield of the past 10 years, 0%, will continue in future (Chart 7). Table 7Spreads Over Government Bonds What Returns Can You Expect? What Returns Can You Expect? Chart 7Real Yield On U.S. TIPs Real Yield On U.S. TIPs Real Yield On U.S. TIPs 2. Equities There are a number of ways to think about forward equity returns, all with a high degree of uncertainty. These could be based on starting valuations (but which valuation measure to use?); related to likely earnings growth in future years (hard to forecast); or based on a reversion to the mean of valuations and profits. We decided to take a range of different measures, and average the results. In practice, the results are similar, except for emerging markets (see below for more on EM). Table 8 summarizes the equity return calculations. Table 8Equity Return Calculations AVERAGE EQUITY What Returns Can You Expect? What Returns Can You Expect? The thinking behind the six measures we use is as follows. Equity risk premium (ERP). The most obvious methodology: historically, over the long run equities have returned more than government bonds. But which risk premium to use? Dimson, Marsh and Staunton's work includes the excess performance of equities over bonds since 1900 for a range of countries (Table 9). We decided not to choose a different ERP for each developed region, as the historical data would suggest, since it is difficult to argue that the U.S. is likely to be riskier in future than Europe and since, for parts of this history, Japan and the U.S. were essentially emerging markets. We, therefore, take a rounded average of world ERP over the past 116 years, 3.5%. For emerging markets, we multiply this by the average beta of EM relative to global equities over the past 30 years, 1.2, to give an ERP of 4.2%. Growth model. Think of a Gordon Growth Model, which defines the return from equities as the starting dividend yield plus future earnings growth (strictly speaking, dividend growth; we are assuming that the payout ratio will stay constant). We need to make a couple of adjustments to this. First, earnings growth has historically been correlated to nominal GDP growth but has lagged it - in the U.S. by 1.5 percentage points in the period 1918-2016 - although, since 1981, earnings have grown significantly faster than GDP (Chart 8). For the future, we assume that the long-run lag returns. Second, we need to add share buybacks to the dividend yield since, in some countries, such as the U.S., for tax reasons companies prefer to buy back shares rather than increase dividends. However, we should do this on a net basis since equity holders are penalized by companies that issue new shares. In the U.S. net equity withdrawal has been 0.3% over the past 10 years, but in both Europe and Japan, annual net new equity issuance has averaged 1.6% (Chart 9). In EM, the dilution has been even more extreme, averaging 6% over the past 10 years (and much more over the past 25 years). We subtract this dilution from future returns. Table 9Equity Excess Return Over Bonds What Returns Can You Expect? What Returns Can You Expect? Chart 8U.S. EPS Growth Versus Nominal GDP Growth What Returns Can You Expect? What Returns Can You Expect? Chart 9Net Equity Issuance Net Equity Issuance Net Equity Issuance Growth plus reversion to the mean. This takes the Gordon Growth Model but adds to it an assumption that PE multiples and profit margins revert to the historical mean. We again use dividend yield adjusted by net equity issuance. We assume that the current trailing PE and profit margin revert to the average since 1980 (see Table 8 above for the data) over the next 10 years. In the U.S., PE and margins are currently somewhat higher than history, but this is less the case in Europe or Japan (Charts 10 and 11). Additionally, assuming that the mean reversion happens over 10 years means that the effect on annual returns is not especially large, even for the U.S. Chart 10Net Profit Margin Net Profit Margin Net Profit Margin Chart 11Trailing PE History Trailing PE History Trailing PE History Earnings yield (EY). The simplest of the three valuation measures we use, the assumption is that companies reward shareholders either by paying them a dividend this year, or by reinvesting retained earnings to pay dividends in future. If you assume (admittedly a rash assumption) that the future return on investment will be similar to the current return on investment, it should be immaterial how the company pays out to shareholders. Therefore, the trailing earnings yield (1/PE ratio) should be a good proxy for future returns. Empirically, the relationship between earnings yield and 10-year future returns has been quite strong (Chart 12). However, returns have been somewhat higher on average than the EY would indicate (between 1900 and 2006, 9.7% versus an average EY of 7.5%) mainly because of rising PE multiples since 1980 (Chart 13). We think it unlikely that valuations will continue to rise, and so the EY should be a reasonable guide to future returns. Chart 12Earnings Yield And 10-Year Future Returns What Returns Can You Expect? What Returns Can You Expect? Chart 13Trailing Price/Earnings Multiple S&P500 What Returns Can You Expect? What Returns Can You Expect? Shiller PE. The cyclically-adjusted price/earnings ratio (CAPE, or Shiller PE) - the current share price divided by the 10 year average of historic inflation-adjusted earnings - has historically had a good correlation with future long-term returns (Chart 14). A regression model of this indicates that the current Shiller PE points to long-run forward returns for the U.S. of 4.9%, for Japan 3.6%, Europe 8.5% and EM 10.8%. Valuation composite. The Shiller PE has some flaws, for example in using a fixed 10-year period for earnings when the length of cycles varies. It has not necessarily mean-reverted in history (perhaps because of long-term trends in interest rates, which it doesn't take into account). It may be more reasonable, then, to use a mixture of different valuation metrics. BCA's Composite Valuation Indicator has had a good correlation with long-run future returns (Chart 15).3 A regression model of this indicator against 15-year returns currently points to returns from the U.S. of 5.2%, Europe of 4.1%, Japan 5.1% and EM 11.0%. Small-cap stocks. We take the 2.4% excess annual return of small cap stocks over large caps in the U.S. for 1926-2016, as calculated by Dimson, Marsh & Staunton. Chart 14Shiller PE Versus ##br##15-Year Equity Return Shiller PE Versus 15-Year Equity Return Shiller PE Versus 15-Year Equity Return Chart 15Composite Valuation Measure Versus ##br##Long-Run Future Returns Composite Valuation Measure Versus Long-Run Future Returns Composite Valuation Measure Versus Long-Run Future Returns Emerging Markets The return assumption for emerging market equity returns has a much higher degree of uncertainty. On our three valuation measures, EM equities look attractive: the average return expectation of the three valuation indicators points to an annual return of 9.4%. However, the growth outlook is murky: as described above, a wave of structural reform in emerging markets, especially China, would be necessary to keep productivity - and, therefore, earnings growth - up, in order for returns to be as good as the current valuation level suggests. Another worry is the degree of equity dilution: it has averaged 6% a year over the past 10 years, and is unlikely to fall much unless corporate governance improves significantly. The range of expected returns derived from our various methodologies, therefore, varies from -1% to +11% a year. Moreover, as described in the currency section below, investors should expect a depreciation in some EM currencies over the next decade, which will also eat into returns. However, due to the influence of China, where the currency is projected to appreciate almost 2% a year against the USD, the EM equity index will see an overall boost to USD-based returns due to the currency effect. 3. Alternative Assets We consider the likely future returns for nine of the 10 alternative assets that Global Asset Allocation regularly covers (we omit wine, which is hard to value on the basis of fundamental macro factors and, anyway, is owned by few institutional investors).4 Alts are harder to forecast than public securities since data is less easily available (and may be only quarterly and based on estimated values), and since some alternative assets have not existed in their current form for very long (venture capital, for example). Moreover, alternative assets tend to have non-normal returns with skewed distributions. Table 10 shows the historical returns and volatility of the nine alternative asset classes both over the longest period for which we have data, and since 1997, when we have data for all of them. Table 10Returns And Volatility For Alternative Assets What Returns Can You Expect? What Returns Can You Expect? We, therefore, take a more ad hoc approach, projecting each asset class differently. Generally, we assume that future returns will look similar to historical ones. Specifically, the assumptions we use are as follows. Hedge funds. We assume a return of cash + 3.5%. Hedge fund returns have trended down over time (Chart 16), as more entrants have arbitraged away alpha. We choose to use the average return over cash of the past 10 years, 3.5% (net of fees). It is unlikely that hedge funds returns will rise back anywhere close to earlier levels, for example that of the 1990s when they returned cash +14%. Chart 16Hedge Fund Historic Returns Hedge Fund Historic Returns Hedge Fund Historic Returns U.S. Direct real estate. We find reasonably good results (R2 = 24%) from regressing U.S. nominal GDP growth against real estate returns. The regression equation is 1.25 x nominal GDP growth + 1.9%. Conceptually, this probably represents a cap rate plus growth of capital values slightly higher than economic growth due to supply shortages in certain key locations. We project real estate to return 7.2% annually. One risk to this assumption, however, is that commercial real estate prices are already above the previous peak from 2007; high valuations may dampen future returns. U.S. REITs. We find only weak correlations with direct real estate investment, although REITs have outperformed real estate over time (perhaps because of the inbuilt leverage of REITs). Over time, REITs have become increasingly correlated with equities. We, therefore, use a regression against U.S. equity returns (R2 = 42%), with REIT returns 0.49 x equity returns + 7.7%. This indicates 10.1% annual return from REITs in the long run. U.S. Private equity (PE). In the past, returns from private equity have been 5 or 6 percentage points higher than from public equities. This is most likely due to their higher leverage, bias towards small-cap companies, and stronger shareholder control over the companies they invest in; it can also be thought of as an illiquidity premium. However, it seems likely that excess returns will be lower in future given the bigger size of the PE industry now and relatively high valuations currently. Moreover, the PE industry currently has almost USD 1 Trn in dry power (uninvested capital), a sign that investment opportunities are limited. We assume, therefore, a slightly lower premium over public equities in future of 4 ppts. This results in a total annual return of 9.5%. U.S. Venture capital (VC). Historically (using data since 1986) VC returns have been 0.6 ppts higher than for PE (probably representing a premium for greater risk and smaller size of the companies invested in). We assume 0.5 ppt higher return in future. This leads to a return assumption of 10%. U.S. Structured products. As discussed in the fixed income section above, we use the 20-year average spread over the aggregate bond index of 0.7 ppt. Total assumed return, therefore, is 3.3%. U.S. Farmland. The value of farmland has risen by an average of 4.4% a year since 1920, a period which included five agricultural cycles. We assume that the value of land will continue to rise at the same rate. We think this is a reasonable assumption since, although nominal GDP growth in the U.S. may be lower in future than in the past, global demand for food is likely to continue to grow rapidly. The total return from investment in farm land, using a regression, produces: growth of farm land value x 1.81 + 0.64% = 8.6%. Chart 17Long-Term Commodity Prices Long-Term Commodity Prices Long-Term Commodity Prices U.S. Timberland is more defensive than farmland since trees can be stored "on the stump" and don't need to be harvested each year in the way that crops do even when prices are unattractive. Historically, timberland has returned about 1 ppt less a year than farmland, and we assume that this will continue. Commodities move in long-run cycles, with a commodity super-cycle of around 10 years, in which prices rise by 3-4x, followed by a bear market of 20 or 30 years in which they fall or stagnate (Chart 17). This is driven by a build-up of excess supply, because of the capex done during the super-cycle, and often by a structural shift on the demand side too. We see no reason why this pattern should change, with China's re-engineering of its economy away from dependence on infrastructure spending likely to be a particularly important factor over the next decade. We assume that commodity prices will, over the current bear market (now about five years old), fall by the same amount and over the same number of years as the average of previous bear markets since the 19th century. This means they have 16% further to fall over 200 months, giving a return of -1% a year. 4. Currencies Most investors are unable or unwilling to fully hedge currency exposure over very long periods. So, a consideration of how returns from different countries' assets might be affected by relative currency movements over the next 10-15 years is an important element in calculating likely returns. Fortunately, for developed market currencies at least, there is a simple, and historically fairly reliable, way to make assumptions of currency movements: reversion to purchasing power parity. As shown in Chart 18, major currencies have fairly consistently reverted to their PPP over the long run. So we can forecast likely future currency movements as a combination of 1) how far away the currency is currently from PPP against the U.S. dollar, and 2) the likely change in the PPP over the period. The latter we calculate from the IMF's forecasts of relative consumer inflation between each country and the U.S. (the IMF makes this forecast only for the next five years, but we assume that the differential continues at the same rate after 2022). Table 11 shows that most major currencies are expected to rise against the U.S. dollar over the coming decade or so. Except for Australia, they are likely to have slightly lower inflation. And - again with the exception of Australia - they all look a little undervalued currently relative to the USD. Table 11Assumed Annual Change Versus U.S. Dollar Over Next 10-15 Years What Returns Can You Expect? What Returns Can You Expect? Unfortunately, this approach does not work for EM currencies. They have historically traded at a level consistently well below PPP. This is mainly because, while tradable goods prices tend to be driven by international prices movements and relative unit labor costs, local services prices (which cannot be arbitraged across borders) do not. Also, inflation in emerging markets has historically been much higher than in the U.S. (Chart 19), meaning that their PPP has shifted significantly lower over time. However, China's inflation is now not dissimilar to that of the U.S. (the IMF forecasts it will be only 50 basis points a year higher over the coming five years). And China has shown some tendency for the currency to move towards PPP - 20 years ago the RMB was 190% below PPP; now it is "only" 97% below. Chart 18Reversion To PPP Reversion To PPP Reversion To PPP Chart 19U.S. And Emerging Market Inflation U.S. And Emerging Market Inflation U.S. And Emerging Market Inflation We, therefore, take an alternative approach to estimating currency returns for EM economies. We run a regression analysis of the annual change in each country's exchange rate versus the U.S. dollar against its CPI inflation relative to the U.S. We find mostly acceptable r-squared scores (ranging from 57% for Turkey to 1% for Taiwan). For most countries, the intercept is positive (suggesting the currency is trending over time towards PPP) and the coefficient for CPI is, as expected, negative (Table 12). Table 12Calculations For EM Currency Moves What Returns Can You Expect? What Returns Can You Expect? A number of EM currencies, on this analysis, would be expected to depreciate against the U.S. dollar over coming years, including Indonesia, Mexico and Turkey. But, weighting the countries by their weights in the MSCI ACWI index, on average the EM universe would be expected to see a currency appreciation against the U.S. dollar of around 2% a year. This is largely due to the influence of China, which has a 29% weight in the EM index. This would be a much better result than the past 10 years when, for example, the Brazilian real has depreciated by 12% a year, the Indonesian rupiah by 16% and the Turkish lira by 37%. This could be because the IMF forecasts of future inflation (4.9% for India, 4.5% for Brazil and 4.1% for Russia), are too optimistic. They are certainly much better than these countries have achieved in the past 10 years (8.0% in India, 6.2% in Brazil, and 9.2% in Russia). Conclusion Arriving at assumptions for future returns is as much an art as a science. Our analysis is based principally on the concept that the future will be similar to long-term history (but not necessarily to the history of the past 30 years, which in many ways were abnormal for financial markets with, for example, a continuous decline in interest rates and inflation). Obviously, therefore, a very different macro environment over the next 10-15 years (for example, one in which inflation spiked, or secular stagnation deepened) would produce a very different results for economic growth and interest rates. However, it will be clear from our analysis that a great deal of the long-term return for equities and bonds is derived from the valuation at the start. Given that current valuations in almost all asset classes are expensive relative to history, this implies that future portfolio returns will be poor compared to recent, and long-term, history. Based on our return assumptions, a typical global portfolio (with 50% equities, 30% bonds, and 20% alternatives) will produce a nominal return of only 4.1% a year over the next decade or so, and a similar U.S. portfolio only 4.6%. This compares to 6.3% and 7.0% over the past 20 years. For pension funds which assume an 7.5% or 8% annual return (as many in the U.S. do), or individual investors planning their retirement on the basis of, say, a 5% annual real return, that outcome would come as a nasty shock. Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com 1 For the best summary of the evidence on this, please see A Practitioner's Guide To Asset Allocation, by William Kinlaw, Mark Kritzman and David Turkington, Wiley 2017. 2 Please see Credit Suisse Global Investment Returns Yearbook 2017 by Elroy Dimson, Paul Marsh and Mike Staunton, February 2017 3 BCA's Composite Valuation Indicator comprises, for the U.S.: market value of equities / non-financial gross value added adjusted for foreign revenues, trailing PE, Shiller PE, and price to sales. And for other regions: divided yield, market Cap/GDP, trailing PE, price to book, forward PE, price to cash flow, price to sales, and enterprise value/total assets. 4 Please see Global Asset Allocation Special Report, "Alternative Assets: More Important Than Ever", dated 11 March 2016, available at gaa.bcaresearch.com Appendix Correlation Matrix What Returns Can You Expect? What Returns Can You Expect?

Highlights The BCA earnings model shows that S&P 500 EPS growth is peaking and should decelerate through 2018. Synchronous global growth remains in place in 2017 and will persist into 2018, providing a tailwind for U.S. growth, equity markets and, ultimately, inflation. The labor market continues to tighten, which suggests that wage pressures should accelerate soon. Is another "Great Moderation" at hand? Feature Uncertainty around the GOP tax plan led to a weaker dollar last week, but U.S. equities and Treasuries were little changed. The tax plan could fail if enough Republican voters turn against it. BCA's Geopolitical Strategy team notes1 that as long as President Trump remains more popular with Republican voters than his Republican peers in Congress, he will be able to force the tax plan through both the Senate and the House. Moreover, we could even see some Democrats in the Senate supporting these tax changes. Ahead of the OPEC meeting on November 30, the weaker dollar along with the ongoing political turmoil boosted oil prices. Closer to home, corporate profits for Q3 2017 and guidance for Q4 2017 and beyond remains supportive for risk assets, although BCA expects S&P 500 earnings growth to peak in the next couple of quarters on a 4-quarter moving average basis. Global growth remains supportive for S&P 500, U.S. economic growth, and ultimately, higher inflation. Meanwhile, investors are still asking when price and wage inflation will turn higher toward the Fed's 2% forecast. BCA's answer: Be patient. In the final section of this week's report, we examine whether the recent period of low economic and financial market volatility will persist and herald a return to the Great Moderation. Q3 Earnings Season: Margins Still Expanding EPS and sales growth in Q3 ran well ahead of consensus expectations as forecasted in our October 2 preview. Moreover, the counter-trend rally in profit margins is still in place. Over 90% of companies have reported results so far, with 72% beating consensus EPS projections, just above the long-term average of 69%. Furthermore, 67% have posted Q3 revenues that topped expectations, which exceeded the long-term average of 55%. The surprise factor for year-over-year results in Q3 stands at 5% for EPS and 1% for sales. These compare favorably with the average EPS (4%) and sales (1%) in the past five years. We anticipate the secular mean-reversion of margins to re-assert itself in the S&P data, perhaps beginning early in 2018. Margins tend to peak halfway through late-cycle periods.2 Nonetheless, the results imply that Q3 will be another quarter of margin expansion. Earnings growth (Q3 2017 versus Q3 2016) is solid at 8%, and in revenues, 5%. Strength in earnings and revenues is broad based (Table 1). Earnings per share increased in Q3 2017 versus Q3 2016 in 8 of the 11 sectors. The 7.3% year-over-year drop in the financial sector is attributed to the impact of the hurricanes on the insurance and reinsurance industries. Excluding those industries, financial EPS is up by 6% from a year ago. EPS results are particularly impressive in energy (162%), and strong in technology (24%), healthcare (8%), and materials (7%). These sectors likewise experienced significant sales gains (17%, 10%, 4%, and 9%, respectively). Corporate managements are more focused on the message in Washington than on the President (Chart 1). Trump's name was mentioned only twice in the Q3 earnings calls held through November 10, doubling the total in Q2. CEOs and CFOs have cited Trump's name at least once in each earnings season since Q2 2016. The zenith in mentions occurred immediately after Trump took office in early 2017. Table 1S&P 500:##BR##Q3 2017 Results* Patience Required Patience Required Chart 1Managements Focused On The Message##BR##Not The Man In DC Managements Focused On The Message Not The Man In DC Managements Focused On The Message Not The Man In DC In contrast, "tax" and "reform" have appeared 13 times so far in Q3 conference calls, most often in a positive light. There were only five mentions in Q2 when investors were skeptical that a tax plan would pass this year. In the Q4 2016 reporting season following the November election, tax and reform were cited 16 times. BCA's Geopolitical Strategy service has consistently expected a tax package to pass by the end of Q1 2018.3 We are encouraged by the upward trajectory of EPS estimates for 2017 and 2018 (Chart 2). It is odd that the recent downtick in 2017 EPS is mirrored by an uptick in the 2018 projection. The divergence can be explained by the effect of the hurricanes on the financial sector's earnings in 2017 and the probable snapback in early 2018. Analysts expect 2019 EPS growth to slow from the anticipated 2018 clip, which matches BCA's view. However, unlike estimates for 2017 and 2018, we anticipate that EPS estimates for 2019 will move lower throughout 2018 and 2019, ahead of a recession in late 2019.4 Bottom Line: The BCA earnings model shows that S&P 500 EPS growth is peaking and should decelerate through 2018 to a level commensurate with 3 ½-4% nominal GDP growth (Chart 3). Margins will crest in 2018. Accordingly, BCA believes that the earnings backdrop will remain a tailwind for the equity market, albeit a smaller tailwind. This forecast excludes any encouraging effect on growth from tax cuts, which would be positive for EPS and the S&P 500 price index in the short term, but would bring forward Fed rate hikes. BCA expects growth outside the U.S. to remain robust, an additional support for EPS growth in the coming quarters. Chart 2Stability In '17 & '18 EPS Estimates, But '19 Likely To Move Lower Stability In '17 & '18 EPS Estimates, But '19 Likely To Move Lower Stability In '17 & '18 EPS Estimates, But '19 Likely To Move Lower Chart 3Strong EPS Growth Ahead,##BR##Will Start To Slow Soon Strong EPS Growth Ahead, Will Start To Slow Soon Strong EPS Growth Ahead, Will Start To Slow Soon Global Growth Update Synchronous global growth remains in place in 2017 and will persist into 2018,5 providing a tailwind for U.S. growth, equity markets and, ultimately, inflation. Global real GDP estimates continue to move higher, a welcome departure from the past when estimates slid relentlessly lower (Chart 4). Since the start of 2017, GDP estimates for this year have increased from 2.6% to 3.2%, while 2018 forecasts have accelerated from 2.8% to 3%. The 2019 growth projection is steady at 2.9%. This upward trajectory for 2017 and 2018 has occurred despite a recalibration by many major central banks away from accommodative policies. The improving growth forecasts could be short-circuited by aggressive central bank actions, a worldwide trade war, or escalating tensions in Northeast Asia (or a combination of all three). Falling oil prices would also challenge a quickening of world growth, but BCA's stance is that oil prices will move up significantly in the coming year.6 Chart 4Global Growth Estimates Accelerating Global Growth Estimates Accelerating Global Growth Estimates Accelerating Global leading indicators are on the upswing. The most recent update of our Global Leading Indicator (excluding the U.S.) was the strongest since 2010 when it slowed after a sharp rebound from the 2007-2009 financial crisis. Moreover, the global LEI diffusion index turned positive after a worrisome dip below 50% earlier this year. It will be a warning sign for wide-reaching growth if the diffusion index moves back below 50% (Chart 5). Industrial production (IP) overseas is expanding at nearly three times the U.S. rate (Chart 6). This suggests that U.S. economic activity will be pulled up by foreign demand. Additionally, G3 capital goods orders are climbing at the fastest pace since 2014. A stronger dollar may dampen U.S. exports and earnings, but this will be a modest offset, rather than something that derails the recovery in U.S. industrial production. Chart 5Global LEI's Pointing Higher Global LEI's Pointing Higher Global LEI's Pointing Higher Chart 6Supports For Global Growth In Place Supports For Global Growth In Place Supports For Global Growth In Place Global growth is important to large cap U.S. equities because 43% of S&P 500 sales in 2016 came from outside the U.S. (Table 2). Remarkably, this figure moved lower in the past 5 years and 10 years. In 2012, 47% of S&P 500 sales came from outside the U.S.; in 2007, it was only 1% less. The drop in overseas sales since 2012 masks shifts by region. In 2016, 8% of S&P 500 sales were to Asia, up 100 bps from 2012. Europe, excluding the U.K., accounted for 6% sales in 2016 and the U.K., a mere 1%. These numbers dropped from the 2012 figures of 10% and 2% respectively. While Standard and Poor's does not separate out sales to China, that country represents a large portion of sales to Asia, which makes China and Europe the two most important regions for overseas sales. In contrast, only 3% of S&P 500 sales are made in Canada and Mexico. Table 2Most S&P 500 Sales Go To Asia And Europe Patience Required Patience Required While BCA's European strategists remain upbeat about growth prospects in the Eurozone,7 our outlook on China is more sanguine. BCA's Geopolitical Strategy service notes that Chinese politics have shifted from tailwind to headwind for global growth in the wake of China's 19th National Party Congress.8 Meanwhile, BCA's China Investment Strategy states that the weak external demand environment faced by China in 2015 was a function of severe dislocations in the commodity and currency markets that probably will not recur in the coming 6-12 months. While Chinese export growth will moderate in the coming year, the absence of these shocks is an important factor supporting a gradual deceleration.9 Moreover, China's economic momentum is on the upswing. Real-time measures of economic activity such as electricity production, excavator sales, and railway freight traffic, all are expanding at double-digit rates, albeit down from recent peaks (Chart 7). Various price indexes also show a broadly based pickup in inflation to levels that will unnerve the authorities. Nonetheless, economic growth will slow in 2018 as policymakers continue to pare back stimulus. BCA does not foresee a substantial downturn in growth next year, but it could be hard on base metals prices. Bottom Line: Improving economic activity outside the U.S. is a tailwind for both domestic economic growth and profits of U.S. firms with significant foreign business. Moreover, surging world growth is a precondition for higher inflation. BCA's Global Fixed Income Strategy service notes10 that 68% of OECD nations have unemployment rates under the organization's assessment of "global NAIRU", which has not occurred since before the Great Recession when inflation expanded in both the goods and service sectors (Chart 8). Solid foreign demand will help the economy hit the Fed's GDP target and support the central bank's additional but gradual tightening stance. Stay overweight U.S. equities and remain short duration. BCA's view that inflation is poised to turn higher also supports our duration call. Chart 7China: Healthy Growth Indicators China: Healthy Growth Indicators China: Healthy Growth Indicators Chart 8NAIRU Is Not Dead Yet NAIRU is Not Dead Yet NAIRU is Not Dead Yet Still Waiting For Wage Inflation Table 3Inflation Reacts With A Lag Patience Required Patience Required The labor market continues to tighten, which suggests that wage pressures should accelerate soon. Given that inflation is a lagging indicator, investors must remain patient. Table 311 illustrates the time lag from when full employment is reached to the turning point for consumer price inflation. During long expansions, the gap is 26 months. The U.S. unemployment rate dipped below NAIRU 12 months ago in November 2016. The implication is that investors (and the Fed) are too eager as they wait for inflation's inflection point. BCA approaches wage growth - or the lack of it - in another way. Like inflation, wage growth takes time to materialize in protracted recoveries. Charts 9 and 10 provide updates on inflation and its leading indicators that we published in August 2017. These charts reiterate that price pressures take time to emerge in "slow burn" expansions. Chart 11 shows that the ECI has trended higher since 2009, matching increases in quit rates, NFIB compensation plans, and the Conference Board's measure of jobs hard to get less jobs easy to get. Moreover, the top panel of Chart 11 shows that the ECI gains are widespread and at 73%, the percentage of states reporting unemployment rates below NAIRU suggests that wage gains are imminent (Chart 12). Chart 9In the 80s And 90s Wage Growth Did Not##BR##Provide And Early Warning On Inflation In the 80s And 90s Wage Growth Did Not Provide And Early Warning On Inflation In the 80s And 90s Wage Growth Did Not Provide And Early Warning On Inflation Chart 10Patience Is Required On##BR##Inflation In Long Cycles Patience Is Required On Inflation In Long Cycles Patience Is Required On Inflation In Long Cycles Chart 11Labor Market Is Tight Enough##BR##To Push Up Inflation Labor Market Is Tight Enough To Push Up Inflation Labor Market Is Tight Enough To Push Up Inflation Chart 1270%+ Of States Have Unemployment Rates Below NAIRU 70%+ Of States Have Unemployment Rates Below NAIRU 70%+ Of States Have Unemployment Rates Below NAIRU The Atlanta Fed Wage Tracker,12 which is not compromised by compositional shifts in the labor market, stabilized in the past few months after rolling over in the spring and early summer. Moreover, the Tracker remains in a distinct uptrend; at 3.6% year-over-year, it is at the lower end of the 3.3% to 4.3% year-over-year range in place before the global financial crisis (Chart 13, panel 2). Chart 13Wage Pressures Mounting Wage Pressures Mounting Wage Pressures Mounting Bottom Line: Wage inflation is on the upswing as the output gap turns positive for the first time in a decade and the unemployment rate moves even further below NAIRU. A persistent buildup in wages will allow the Fed to bump up rates in December and three times again next year. This supports BCA's underweight stance on duration. That said, a sudden surge in consumer price or wage inflation would trigger a more aggressive response from the Fed, and a signal of "the beginning of the end" for the recent return of the Great Moderation. Great Moderation, Interrupted? The Great Recession was eight years ago, but investors are now ruminating about the return of the Great Moderation era (mid-1980s to mid-2007), when subdued macroeconomic volatility often coincided with low market volatility. Then, as now, inflation was muted and stable, but unlike today, economic growth was much faster in a long expansion phase with two mild recessions (Chart 14). There have been many studies rationalizing the Great Moderation, which was observed in most advanced economies (G7 countries and Australia) roughly at the same time though not fully synchronized (Chart 15).The phenomenon13 was initially forged in 2002 by Stock and Watson and then publicized by former Fed Chair Bernanke14 in a 2004 speech.15 Chart 14Return Of The Great Moderation? Return Of The Great Moderation? Return Of The Great Moderation? Chart 15The Great Moderation: A Global Phenomenon Too! The Great Moderation: A Global Phenomenon Too! The Great Moderation: A Global Phenomenon Too! Three main causes were identified: Structural changes in the economy: improvement in inventory management as the U.S. moved away from a manufacturing-based economy towards a service-based economy, the latter less volatile. Financial innovations, for example, increased credit availability to households through the rise of securitization, allowing consumption to be more balanced; Higher efficacy of monetary policy: increased transparency and predictability of FOMC actions, which augmented the Fed's credibility to tame inflation (price stability) and foster full employment; Good Luck (smaller shocks): post mid-1980s (and up to the global financial crisis-GFC), the economy did not experience outsized shocks such as the surge in oil prices in the 1960s and the 1970s. Most investors and/or economists agree that structural changes and better monetary policy were significant drivers of the decline in macroeconomic volatility. Good luck also seems to have been a factor and there is empirical research to support it. The persistence and length of the current expansion is an indication that good luck still plays a role, with investors taking on risk and becoming complacent. That said, there does not seem to be a consensus on the single most important driver of the "Great Moderation". Interestingly, complacency in the financial markets creates vulnerability at the late stage in this expansion. It has caught the Fed's attention as evidenced in the September 19-20 FOMC minutes: "Broad U.S. equity price indexes increased over the intermeeting period. One-month-ahead option-implied volatility of the S&P 500 index - the VIX - remained at historically low levels despite brief spikes associated with increased investor concerns about geopolitical tensions and political uncertainties." Since Chair Yellen took office in February 2014, this is the most direct reference about low volatility and therefore, complacency in the financial markets. Chart 16Back To Low Correlations Among Stocks Back To Low Correlations Among Stocks Back To Low Correlations Among Stocks The November 2017 Bank Credit Analyst Monthly Report16 discussed complacency in the context of a return of the Great Moderation. BCA believes significant complacency is signaled by the good news already discounted in equity prices, the depressed level of the VIX and the decline this year in risk asset correlations. Moreover, large institutional investors are reportedly selling volatility and thus, dampening implied volatility across asset classes. The "Great Moderation" in macro volatility is also contributing to low correlations among stocks (Chart 16). The idea is that low perceived macroeconomic volatility during the "Great Moderation" had diminished the dispersion of growth and inflation forecasts, thereby trimming the variance of interest rate projections. This allowed equity investors to focus on alpha rather than beta, given less uncertainty about the macro outlook. The focus on alpha contributed to the decline in stock price correlation. Today, dispersion in the outlooks for growth and interest rates have returned to pre-Lehman levels, helping to explain the low levels of implied volatility and correlation in the equity market (Chart 17). Some of the reduced dispersion can be justified by the fundamentals. The onset of a broadly based global expansion has calmed lingering fears that the world economy is constantly teetering on the edge of the abyss. Investor uncertainty regarding economic policy has also moderated (bottom panel). Historically, implied volatility tended to fall when global industrial production was strong and global earnings were rising in a broad swath of countries (Chart 18). Our U.S. Equity Sector Strategy service points out that, during the later stages of the cycle, equity sector correlations tend to drop. The lower correlations occur as earnings fundamentals become more important performance drivers, and sector differentiation generates alpha.17 Similarly, the VIX can fluctuate at low levels for an extended time when global growth is broadly based. Chart 17A Less Uncertain Macro Outlook? A Less Uncertain Macro Outlook? A Less Uncertain Macro Outlook? Chart 18Broad-Based Growth Lowers Implied Volatility Broad-Based Growth Lowers Implied Volatility Broad-Based Growth Lowers Implied Volatility Still, the current readings of equity market correlation and the VIX are unnerving given a plethora of potential geopolitical crises and the pending unwinding of the Fed's balance sheet. Moreover, any meaningful pickup in inflation would upset the 'low vol' applecart. Table 4 shows the drop in the S&P 500 index during non-recessionary periods when the VIX surges by more than 10% in a 13-week period. The equity price index fell by an average of 7% during those nine episodes, with a range of -3.6 to -18.1%. Table 4Episodes When VIX Spiked Patience Required Patience Required Bottom Line: Longer expansions and shorter recessions, alongside the decline in market volatility, may stay for a while, the result of the perceived return to the Great Moderation. Risk assets are thus vulnerable because a lot of good news is discounted. Nonetheless, we would view any pullback in equities as a healthy correction rather than the beginning of a bear market. If the next recession is not expected before 2019 (our base case), then it is too early for the equity market to begin to discount the next bear market because profits will continue to expand well into 2018. Stay overweight stocks versus bonds in the next 12 months. John Canally, CFA, Senior Vice President U.S. Investment Strategy johnc@bcaresearch.com Mark McClellan, Senior Vice President The Bank Credit Analyst markm@bcaresearch.com Jizel Georges, Senior Analyst jizelg@bcaresearch.com 1 Please see BCA Research's Geopolitical Strategy Weekly Report, "Tax Cuts Are Here... So Much for Populism," November 8, 2017. Available at gps.bcaresearch.com. 2 Please see BCA Research's U.S. Investment Strategy Weekly Report, "The Late Cycle View," October 16, 2017. Available at usis.bcaresearch.com. 3 Please see BCA Research's Geopolitical Strategy Weekly Report, "Xi Jinping: Chairman Of Everything," October 25, 2017. Available at gps.bcaresearch.com. 4 Please see BCA Research's Global Investment Strategy Weekly Report, "Strategy Outlook Fourth Quarter 2017: Goldilocks And The Recession Bear," October 4, 2017. Available at gis.bcaresearch.com. 5 Please see BCA Research's U.S. Investment Strategy Weekly Report, "Synchronicity," September 25, 2017. Available at usis.bcaresearch.com. 6 Please see BCA Research's Commodity & Energy Strategy Weekly Report, "Still Some Upside In The Nickel Market," November 2, 2017. Available at ces.bcaresearch.com. 7 Please see BCA Research's European Investment Strategy Weekly Report, "The Great Resynchronization," September 21, 2017. Available at eis.bcaresearch.com 2017. 8 Please see BCA Research's Geopolitical Strategy Special Report, "China: Party Congress Ends ... So What?," November 1, 2017. Available at gps.bcaresearch.com. 9 Please see BCA Research's China Investment Strategy Weekly Report, "China's Economy - 2015 Vs. Today (Part I): Trade," October 26, 2017. Available at cis.bcaresearch.com. 10 Please see BCA Research's Global Fixed Income Strategy Weekly Report, "Have Bond Yields Peaked For The Cycle? No," September 12, 2017. Available at gfis.bcaresearch.com. 11 Please see The Bank Credit Analyst Monthly Report, November 2017. Available at bca.bcaresearch.com. 12 https://www.frbatlanta.org/chcs/wage-growth-tracker.aspx?panel=1 13 Peter M. Summers, "What Caused the Great Moderation" Some Cross-Country Evidence", 2005, Federal Reserve Bank of Kansas City www.kansascityfed.org/ROkYZ/OcgaZ/Publicat/econrev/PDF/3q05summ.pdf 14 James H. Stock and Mark W. Watson, "Has the Business Cycle Changed? Evidence and Explanations", August 2003 https://www.kansascityfed.org/publicat/sympos/2003/pdf/Stockwatson2003.pdf 15 Governor Ben S. Bernanke, "The Great Moderation," Washington, DC, February 20, 2004, https://www.federalreserve.gov/boarddocs/speeches/2004/20040220/ 16 Please see The Bank Credit Analyst Monthly Report, November 2017. Available at bca.bcaresearch.com. 17 Please see BCA Research's U.S. Equity Strategy Weekly Report, "Later Cycle Dynamics," published October 23, 2017. Available at uses.bcaresearch.com.

Highlights A growing list of indicators is pointing to a potential slowdown to the strong global growth. However, the key deflationary anchors in the global economy - U.S. deleveraging, Europe's crisis, and Chinese excess capacity - have been mostly slayed. Any slowdown is likely to be brief and shallow, generating a buying opportunity in risk assets. In the meantime, commodity currencies, especially the AUD, could suffer. EUR/JPY is also at risk. Buy CAD/SEK. Feature Chart 1-1Global Growth Has Boomed Global Growth Has Boomed Global Growth Has Boomed Global growth has continued to fire on all cylinders, and global industrial activity is at its strongest in 13 years (Chart I-1). However, five weeks ago, we highlighted three yellow flags that we believe are pointing toward a period of cooling in the global economy.1 One month later, it is time to look at the data and evidences to see if these yellow flags are being followed by additional symptoms. We posit that yes, a temporary and mild slowdown will materialize. But the global economy remains fundamentally sound. Yet, this cooling of growth could have implications for commodity currencies and EM assets. The Original Worries The key original worry that we highlighted in early October was that global money growth had been decelerating, which has historically presaged a slowdown in global industrial production, global trade and commodities prices (Chart I-2). This deceleration in money growth has only deepened since, adding further saliency to our original concern. Moreover, Chinese monetary and fiscal conditions are being tightened. The Chinese economy continues to hum at a healthy pace, and deflation has been vanquished as producer prices are expanding at a nearly 7% pace and core CPI continues to accelerate to its highest levels since 2010. This is giving Chinese policymakers an opportunity to tighten policy. Chinese monetary condition indices (MCI) are becoming less supportive of industrial activity and fiscal spending has decelerated. These policy moves potentially explain the recent rollover in the Keqiang index - which approximates industrial growth -- and the contraction in new capex projects (Chart I-3). Chart I-2Money Growth Points To A Pause Money Growth Points To A Pause Money Growth Points To A Pause Chart I-3China Is Tightening Policy China Is Tightening Policy China Is Tightening Policy Bottom Line: Global money growth continues to decelerate, and Chinese monetary and fiscal conditions are tightening. This could create a dent in global industrial activity. The Additional Worries Some other key growth indicators are also raising the alarm bell: The average of Korean and Taiwanese exports growth decelerated sharply. After having hit a peak of 32% in September, they have now decelerated to 5%. Additionally, Swedish and Australian manufacturing PMIs have also rolled over (Chart I-4). Korean and Taiwanese exports as well as Swedish and Australian PMIs are highly sensitive to global trade and the global industrial cycle. Our global growth indicator has rolled over. This indicator did forecast the rebound in industrial production in 2016 and 2017. It is now pointing toward a slowdown in global activity (Chart I-5). Likewise, our boom/bust indicator has rolled over, further highlighting the risks to global industrial production (Chart I-6). Chart I-4Key Barometers Have Turned Significantly Lower Key Barometers Have Turned Significantly Lower Key Barometers Have Turned Significantly Lower Chart I-5One Growth Indicator Slowing... One Growth Indicator Slowing... One Growth Indicator Slowing... Chart I-6...And Another One Too ...And Another One Too ...And Another One Too BCA's German industrial production model has turned down (Chart I-7). Germany is at the forefront of the global industrial cycle, and its own industrial production is highly geared to global trade. This is because manufacturing represents 23% of Germany's output and Germany's exports account for 38% of GDP. Furthermore, 30% of German exports are destined to EM economies, the epicenter of the global secondary sector. Thus, if German IP weakens, it will reflect an ebbing in the global industrial cycle. The global yield curve has continue to flatten in recent weeks (Chart I-8). This could be a reflection of the deceleration in global money growth. The weakness of banks across the world in recent days suggests the message from the yield curve should not be ignored. Chart I-7Manufacturing-Sensitive Germany Set To Slow Manufacturing-Sensitive Germany Set To Slow Manufacturing-Sensitive Germany Set To Slow Chart I-8Global Yield Curve Still Flattening Global Yield Curve Still Flattening Global Yield Curve Still Flattening Bottom Line: Beyond the slowdown in global money growth and tightening in Chinese policy, additional signs of softness have begun to emerge. Korea and Taiwanese exports as well as Swedish and Australian PMIs have weakened, our global growth indicator has rolled over, our boom/bust indicator is also softening. Likewise, our German IP model is pointing south and the global yield curve is flattening. A deceleration in global activity is likely in the cards. Reading Market Tea Leaves A few market developments are likely to be reflecting some of the underlying shifts in growth pinpointed by the set of worries highlighted above. First, commodity currencies have begun to soften, which normally herald a period of softening growth (Chart I-9). What is very interesting is the context in which this currency weakness has begun to emerge: The Australian dollar has weakened despite strengthening metals prices (Chart I-10); Chart I-9The Message From Commodity Currencies The Message From Commodity Currencies The Message From Commodity Currencies Chart I-10Why Is The AUD Weak? Why Is The AUD Weak? Why Is The AUD Weak? The Canadian dollar has weakened despite Brent breaking out above US$60/bbl; The Norwegian krone has weakened against the euro despite the same rise in oil prices and despite a 12% surge in industrial production. Chart I-11Global High Yield Experiencing Weakness Global High Yield Experiencing Weakness Global High Yield Experiencing Weakness Second, the breadth of EM equities has rolled over and is falling below the zero line, indicating that more stocks within EM have begun weakening than appreciating, pointing toward a very narrow participation in the current rally. Third, junk bond prices have started to fall in the U.S., with the JNK ETF breaking significantly below its 200-day moving average, the first time since September 2014. EM high yield bond prices have also broken below their moving average, and have further punched below a key upward sloping trend line that had been in place since the beginning of 2016 (Chart I-11). The EM bond ETF (EMB) is also testing its 200-day moving average. The last point bears particular significance. If EM bonds continue to weaken, this will represent a significant tightening in EM financial conditions. EM financial conditions have eased since 2016, which was a key factor underpinning the improvement in global IP. If EM financial conditions begin deteriorating now, a crucial support to the global economy will dissipate. Moreover, falling EM bond prices tend to be synonymous with falling EM exchange rates. In fact, the Russian ruble, the Turkish lira, the South African rand, the Brazilian real and the Mexican peso have all been weakening since the end of the summer. This suggests outflows out of these markets have begun. As investors pull money out of these markets, liquidity conditions in these economies will tighten, which will hurt their economic activity. This could be the mechanism that catalyzes the softening in global industrial activity highlighted above. All these developments are also emerging at a time when new, untested leadership will soon take hold of the Federal Reserve. Now that U.S. President Donald Trump has selected Jay Powell to helm the Fed, he still has three seats to fill on the board. Historically, transition periods at the Fed can be associated with market volatility. This time around may not be an exception. Bottom Line: Commodity currencies are weakening, market breadth in EM equities is deteriorating rapidly and junk bonds as well as various EM fixed income products are experiencing weakness. Not only do these developments tend to foreshadow ebbing global industrial activity, the weakness in EM bonds could in of itself tighten financial and liquidity conditions. The latter has been a key driver of the global industrial cycle. This represents a potentially dangerous environment. How Dangerous Exactly? Chart I-12Global Utilization Not##br## Deflationary Anymore Global Utilization Not Deflationary Anymore Global Utilization Not Deflationary Anymore All of this sounds very dire, but the reality is more nuanced. This softness in economic activity is unlikely to be very pronounced. As we argued last week, the three key factors that have created a strong deflationary anchor in the global economy seem to have been vanquished: U.S. deleveraging is over, the euro area has healed as banks have been cleaned up, and Chinese excess capacity has been purged.2 As a result of these developments, global capacity utilization is in a much better spot than it was in 2015 (Chart I-12). This means the deflationary impulse likely to emerge out of the dynamics described above should be much more muted than it was two years ago. Moreover, commodities markets are not as oversupplied as they once were; in fact, oil inventories are falling as the OPEC 2.0 setup is proving stable. This implies that commodities prices are unlikely to weaken as much as they did back then. This obviously corroborates the idea that the deflationary impact of this slowdown is likely to be smaller and also suggests that the impact on global capex should be more muted. Thus, since growth and inflation are likely to prove more resilient than in 2015, the impact on asset prices of the slowdown is likely to be short lived. If anything, it is likely to provide a buying opportunity in risk assets. Some markets are more out of line with fundamentals than others, which implies that they will suffer more. Below, we discuss key tactics that could be used to navigate this environment. Bottom Line: Because the U.S. deleveraging is over, the euro area has healed and because Chinese excess capacity has been curtailed, the global economy is less prone to deflationary tendencies than two years ago. This means that any growth slowdown will be shallow and brief. Thus, only in the assets most mispriced or most exposed to the risks above will there be playable moves that we will seek to exploit. The relevant currency market implications are explored below. Investment Implications The most mispriced asset in the face of this potential slowdown in global growth seems to be EM equities. EM stocks are very sensitive to the global industrial cycle and EM financial conditions. Both are set to deteriorate. Moreover, since 2008, EM stocks have traded closely with junk bonds, but currently EM equity prices seem very pricey relative to U.S. high yield bonds (Chart I-13). Weakening EM stock prices continue to be a negative for commodity currencies, as it implies a slowdown in global industrial activity. Moreover, commodity currencies remain over-owned. As Chart I-14 illustrates, speculators are very long "risky currencies" versus "safe currencies," implying that a slowdown in global growth, however minute it may be, is likely to be a negative shock for these investors. When these relative net speculative positions roll over, it tends to be associated with violent weakness in commodity currencies. Thus, the recent bout of weakness could only be the first innings. We think the AUD is the worst-placed commodity currency right now. Not only are speculators very long the Aussie, but as we have shown in recent weeks, the AUD is expensive against the USD, the NZD and the CAD. Its premium is so pronounced relative to other commodity currencies that, at current levels, valuations alone warrant shorting the AUD against the CAD or NZD. We are already short these crosses. It therefore follows that if we anticipate commodity currencies in general to weaken, AUD/USD also has downside. Chart I-15 makes this case. Australian equities relative to U.S. equities have historically led AUD/USD. Nearly half of the Australian equity market is financials, and Australian equities have been underperforming. This suggests investors continue to foresee a negative output gap in Australia both in absolute terms and relative to the U.S. - and thus a dovish Reserve Bank of Australia relative to the Fed, which hurts AUD/USD. Moreover, AUD/USD has overshot the mark implied by relative equity prices. Additionally, AUD/USD is expensive relative to interest rate differentials at both the short- and long-end of the yield curve. Chart I-13EM Stocks Offer##br## No Cushion EM Stocks Offer No Cushion EM Stocks Offer No Cushion Chart I-14Speculators In Commodity ##br##Currencies Are Not Ready Speculators In Commodity Currencies Are Not Ready Speculators In Commodity Currencies Are Not Ready Chart I-15AUD Is Most ##br##Vulnerable AUD Is Most Vulnerable AUD Is Most Vulnerable The euro could also experience some weakness. We have argued that as European financial conditions tighten relative to the U.S., this will hurt euro area inflation relative to the U.S., pointing to an environment where investors will likely once again price in monetary divergences in favor of the USD.3 Growth dynamics between Europe and the U.S. could also be affected by the tightening in China. As Chart I-16A and Chart 16B illustrates, tightening Chinese MCI or slowing Chinese M1 relative to M2 - which proxies a faster growth in savings deposits than checking deposits, and thus a rising marginal propensity to save tends to translate into slowing PMIs and industrial production in the euro area relative to the U.S. This is because Europe has a larger manufacturing sector and export sector as a share of GDP than the U.S. German exports, Europe's growth locomotive, are also highly geared to the Chinese industrial sector. Thus, when Chinese investment slows, Europe feels it more acutely than the U.S. With investors still very long the euro relative to the USD, a negative relative growth surprise on top of a negative relative inflation surprise will hurt EUR/USD. Chart I-16AEuro Area Versus U.S. Growth: ##br##Don't Ignore China (I) Euro Area Versus U.S. Growth: Don't Ignore China (I) Euro Area Versus U.S. Growth: Don't Ignore China (I) Chart I-16BEuro Area Versus U.S. Growth: ##br##Don't Ignore China (II) Euro Area Versus U.S. Growth: Don't Ignore China (II) Euro Area Versus U.S. Growth: Don't Ignore China (II) The picture for the yen is more complex. Falling EM assets and a temporary growth slowdown are positive for the yen. But bond yield differentials remain the key driver of USD/JPY. Since we anticipate the global growth slowdown to be shallow and brief, any weakness in U.S. bond yields will also be shallow and brief. Since we expect U.S. bond yields to regain vigor fast, and we doubt the global slowdown will affect the Fed's path much, the effect on USD/JPY will also be quick. Thus, we are keeping our cyclical long bet on USD/JPY. In fact, a positive U.S. inflation surprise is a growing risk that could cause bonds to sell off, hurting global liquidity conditions in the process. Chart I-17EUR/JPY: Ripe For A Correction EUR/JPY: Ripe For A Correction EUR/JPY: Ripe For A Correction Instead, we will hedge our long USD/JPY exposure by tactically shorting EUR/JPY. Japan will also suffer from a slowdown in global industrial activity, especially as 43% of its exports are shipped to emerging markets. Moreover, Japan has a very large manufacturing sector. However, Japanese yields have no downside from here. This means the deflationary impact of a global growth slowdown, however small it may be, will weigh on Japanese inflation expectations more than it will hurt nominal rates, resulting in higher Japanese real rates.4 This support for the JPY is likely to get magnified in EUR/JPY. Currently, speculators have been massive buyers of the euro against the yen, betting on growing monetary divergence between Europe and Japan. This has pushed net speculative positions in the euro versus the yen to levels historically associated with a reversal in this cross (Chart I-17). This pair is thus a coiled spring in the face of the risk that Japanese real rates rise against European ones, especially if investors begin pushing back expectations surrounding the first ECB rate hike. Investors have already given up hope of any tightening of policy in Japan in the foreseeable future, implying a very minimal chance of them pricing in any easing by the Bank of Japan in response to a temporary global growth slowdown. The last factor supporting shorting EUR/JPY is that Japan has a net international investment position of 60% of GDP, while Europe's NIIP stands at -3% of GDP. Also, Japanese investors have been aggressive buyers of European assets, especially since Emanuel Macron secured the French presidency, causing a positive reassessment of European political risk. In an environment where global volatility increases, Japanese investors are likely to retreat to their home market, accentuating EUR/JPY selling. Finally, CAD/SEK is likely to benefit in this environment as well, as Sweden is more exposed to EM conditions than Canada is. We are buying this cross this week, but we'll explore the reasoning behind it in greater detail next week. Bottom Line: Commodity currencies are likely to be the main casualty of the slowdown we expect to occur over the next 3 to 6 months. The AUD seems particularly vulnerable as it is expensive and investors are still very long this currency. USD/JPY could experience some downside, but we do not anticipate the growth slowdown to be strong enough to permanently knock Treasury yields off their course toward 3%. Instead, we will short EUR/JPY to protect our gains in our long USD/JPY. CAD/SEK has upside. Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com Melanie Kermadjian, Senior Analyst melanie@bcaresearch.com 1 Please see Foreign Exchange Strategy Weekly Report, titled "The Best Of Possible Worlds?" dated October 6, 2017, available at fes.bcaresearch.com 2 Please see Foreign Exchange Strategy Weekly Report, titled "Reverse Alchemy: How To Transform Gold Into Lead" dated November 3, 2017, available at fes.bcaresearch.com 3 Please see Foreign Exchange Strategy Weekly Report, "All About Credit" dated October 20, 2017, available at fes.bcaresearch.com and Foreign Exchange Strategy Weekly Report, "Are Central Banks Behind the Curve Or Ahead of It?," dated July 21, 2017, available at fes.bcaresearch.com 4 For a more detailed discussion of the interplay between growth and the yen, please see Foreign Exchange Strategy Weekly Report, titled "Down The Rabbit Hole" dated April 15, 2016, available at fes.bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 U.S. data was mixed: Initial and continuing jobless claims underperformed expectations coming in at 1.901 mn and 239,000 respectively; JOLTS job openings climbed to 6.093 mn, beating expectations of 6.091 mn, and more than the previous 6.09 mn openings; Consumer credit increased to USD 20.83 bn from USD 13.14 bn, also beating expectations of USD 18 bn. The DXY enjoyed an up week, but a large spike in German Bund yields on Thursday caused the DXY to weaken. This is most likely a temporary event prompted by the unwinding of dovish ECB trades. We expect the greenback to continue its climb alongside stronger U.S. data. Report Links: It's Not My Cross To Bear - October 27, 2017 Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 European data has generally been upbeat: The German trade balance and current account improved to EUR 21.8 bn and EUR 25.4 bn, but this first and foremost reflected a 1% contraction in imports; French trade balance also improved to EUR -4.668 bn, beating expectations of EUR -4.8 bn; European retail sales increased by 3.7% on a yearly basis, and 0.7% monthly; However, German industrial production growth slowed to 3.6%. This allowed the euro to regain some of its lost value. However, we believe that euro area inflation will disappoint going forward - especially relative to the U.S. This will limit any appreciation in the euro as investors will begin pricing in a tightening of the Fed's policy relative to the ECB. Report Links: Market Update - October 27, 2017 Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 The Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Recent Japanese data has surprised to the downside: Core machinery orders massively underperformed expectations, as they contracted by 8.1% on a month-on-month basis and by 3.5% on an annual basis. Moreover, bank lending yearly growth also underperformed, coming in at 2.8%, and declining from last month's reading. Moreover, the leading economic indicator came below expectations, at 106.7. It also declined from last month's number. After 2 years into the recovery from the 2015 commodity/ EM carnage, global growth seems prime for some slowdown. Indeed, many indicators like high yield and EM bond yields have started to break down. This is could be positive for the yen, given its risk-off currency status. However we prefer to not play this strength though USD/JPY. Instead we are shorting EUR/JPY, a cross which cancels the exposure to the dollar. Report Links: Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 10 Charts For A Late-August Day -August 25, 2017 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 Recent data in the U.K. has been mixed Markit Services PMI outperformed expectations, coming at 55.6. It also increased from 53.6 last month. Halifax House Prices Month-on-Month growth also outperformed, coming in at 0.3%. However, the RICS Housing Price Balance underperformed expectations, coming in at 1%. The pound has been relatively flat after plunging following the "dovish" hike by the Bank of England. Overall, we see very little upside from here on for cable, as the BoE has little incentive to hike beyond what is priced into the SONIA curve, as both consumer confidence and real retail sales yearly growth are near 3-year lows. Meanwhile, the Fed will likely surprise the market by following its projected path. This will increase rate differentials between these two countries, and put downward pressure on GBP/USD. Report Links: Reverse Alchemy: How To Transform Gold Into Lead - November 3, 2017 Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 It has been quite an uneventful week for the AUD, as it has stayed flat relative to the USD. The following data came out: TD Securities Inflation increased to 2.6% from 2.5% on a yearly basis, and 0.3% on a monthly basis; ANZ Job Advertisements increased by 1.4% in September; AiG Performance of Construction Index declined to 53.2 from 54.7; Home loans contracted b 2.3%. The RBA rate decision and statement were in line with expectations, and the AUD saw little to no movement. Governor Lowe identified several capacity issues with the economy, noting that "In underlying terms, inflation is likely to remain low for some time, reflecting the slow growth in labour costs and increased competitive pressures", and that inflation is only being boosted by tobacco and electricity. Report Links: Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 10 Charts For A Late-August Day - August 25, 2017 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 On Wednesday, New Zealand decided to keep its reference rate unchanged at 1.75%. The kiwi rose after the announcement, as the Reserve Bank of New Zealand brought forward their expectations for a hike from the third quarter of 2019 to the second quarter of 2019. Furthermore, the RNZ now expects inflation to hit the mid-point of its target range by the second quarter of 2018, nine months sooner than before. The RBNZ also toned down its rhetoric on the currency as governor Grant Spencer stated that "the exchange rate has eased since the August statement, and if sustained, will increase tradable inflation and promote more balance growth". Overall we expect the NZD to outperform the AUD. Report Links: Reverse Alchemy: How To Transform Gold Into Lead - November 3, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 Balance Of Payments Across The G10 - August 4, 2017 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 Data in Canada has been positive: Ivey PMI moved up to 63.8 from 59.6, also outperforming the expected 60.2; Housing Starts increased by 222,800 annually, beating expectations of 210,000; Building permits also increased by 3.8% on a monthly basis; The most recent Business Outlook Survey report indicates that more than 40% of the surveyed businesses believe the shortage of labor has become worse, which is usually a reliable indicator of wage growth. This will allow the BoC to continue on its hiking path next year, which will mean that CAD will outperform other G10 currencies. NAFTA negotiations remain the greatest risk to the BoC view and the CAD. Report Links: Market Update - October 27, 2017 Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 Recent data in Switzerland has been mixed: Headline inflation underperformed expectations, coming in at 0.7%. It stayed constant from last month's number. Meanwhile, unemployment was unchanged from last month at 3.1%. This number was in line with expectations. After peaking in late October, EUR/CHF has depreciated slightly, mainly due to the weakness in the euro. However, betting for CHF strength still means fighting against the SNB. Inflation in Switzerland is still too tepid for the SNB to stop their interventions in currency markets. Meanwhile, real retail sales yearly growth is still in negative territory. Thus, until we see a significant improvement in economic activity in the alpine country, we are reluctant to bet against the SNB. Report Links: Updating Our Long-Term Fair Value Models - September 15, 2017 Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 Recent data in Norway has been mixed: Registered unemployment declined from 2.5% in September to 2.4% in October However, industrial production surged to more than 12% on an annual basis Since the Norges Bank policy statement at the end of October, USD/NOK has been flat. This has been because this cross has been squeezed between two conflicting forces: On one hand, oil has gone up nearly 5% just this month. On the other hand, the rise in the dollar has counteracted any downside that rising oil prices could provide to USD/NOK. Although we continue to be bullish on oil, we are bullish on USD/NOK, as this cross is more correlated to real rate differentials than it is to oil. Report Links: Updating Our Long-Term Fair Value Models - September 15, 2017 10 Charts For A Late-August Day - August 25, 2017 Balance Of Payments Across The G10 - August 4, 2017 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Swedish data was positive this week: Industrial production's monthly growth increased to 2.2% from a 1.6% contraction; the yearly measure is growing at a 4.5% pace, albeit less than the previous 7.5%; New orders are increasing at a very high 11.2% annual pace, a good forward-looking indicator for industrial production. While the Swedish economy remains robust, the SEK will see some downside against the USD and the EUR due to the Riksbank's dovishness. Also, the recent dip in EM high yield bonds could be a risk for the Swedish economy. We are therefore opening a long CAD/SEK trade. Report Links: Updating Our Long-Term Fair Value Models - September 15, 2017 Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Closed Trades

Highlights Portfolio Strategy Rising oil prices, a weakened U.S. dollar, ongoing global oil producer discipline and still compelling valuations argue for maintaining an above benchmark allocation in the S&P energy index. Wide crack spreads, sticky price hikes and sustained inventory drawdowns are a harbinger of more gains in the S&P refiners sub-index. Recent Changes There are no changes to our portfolio this week. Table 1 Invincible Invincible Feature Equities plowed higher last week, as earnings growth continues to surprise to the upside and synchronized global growth alongside fiscal easing remain the key macro themes. Over 81% of the companies have now reported earnings, with EPS growth pushing the Q3 blended figure to 8.0% on the back of 5.2% revenue growth. Last quarter's margin expansion is in line with the S&P 500's historical operating leverage of 40%.1 In the context of synchronized global growth macro backdrop, we have been adding deep cyclical exposure to our portfolio at the expense of defensives over the past few months, participating in the SPX's march higher. A simple manufacturing versus services indicator, comparing ISM manufacturing with ISM non-manufacturing, suggests that not only are there more gains ahead for the broad market, but cyclicals will also continue to outpace defensives (Chart 1). When the most cyclical part of the U.S. economy is flexing its muscle, typically a capex upcycle sustains the self-reinforcing earning upsurge. In mid-October2 we posited that such an investment boom will be the dominant macro theme next year. While this theme continues to fly under the radar, our confidence of a durable and broad-based capital spending cycle notched higher following the recent Q3 real GDP print. Table 2 shows the evolution of real GDP, real capex growth and real capex contribution to real GDP growth over the last year. CEOs are voting with their feet and making the longer-term oriented investment decisions as animal spirits are lifting, despite a very slow moving Washington, D.C. Chart 1Most Cyclical Part Of##br## U.S. Economy Is Flexing Its Muscle Most Cyclical Part Of U.S. Economy Is Flexing Its Muscle Most Cyclical Part Of U.S. Economy Is Flexing Its Muscle Table 2Evolution Of GDP ##br##And Capex Growth Invincible Invincible Chart 2 depicts these data on a longer time horizon. There are high odds that capital outlays will remain upbeat if BCA's view of a tax bill passage materializes3 in the next 6 months with some of the money making its way toward investment, sustaining the virtuous cycle. Were the GOP's tax plan to pass and allow businesses "to immediately write off the full cost of new equipment", then almost certainly CEOs will embark on a capex binge. Importantly, similarly to the synchronized global growth macro backdrop, there is a synchronous capex upcycle brewing. The top panel of Chart 3 shows our equal-weighted real gross fixed capital formation composite of 23 DM and EM countries using national accounts alongside our diffusion index. Our Global Capex Composite has stabilized, but more importantly the diffusion index (percentage of countries with an improving year-over-year capex) is showcasing a coordinated global capex recovery. Chart 2Capex... Capex… Capex… Chart 3...Is Growing Globally …Is Growing Globally …Is Growing Globally True, DM capex is more advanced than EM capex, but the V-shaped recovery in corporate profitability nearly guarantees a pickup in capital outlays in the coming quarters (middle and bottom panel, Chart 3). Another way we show this simultaneous global capex upcycle is the color coded map in Table 3, with green denoting an expansion in year-over-year real capex, and red a contraction. Green is taking over the table (please click here if you would like to receive this table with more details from our client services department). Table 3Synchronized Global Capex Growth Invincible Invincible Encouragingly, this is not only a national accounts reported capex phenomenon, but is also borne out by stock market reported data. Using Datastream-compiled stock market reported data, Charts 4, 5, & 6 show capital expenditures growth around the globe covering a number of DM and EM. Similar to our mid-October analysis, we advance operating earnings by one year, and investment should follow profit growth higher in the coming quarters underpinning the virtuous cycle. Chart 4Virtuous... Virtuous… Virtuous… Chart 5...Global Capex... …Global Capex… …Global Capex… Chart 6...Upcycle …Upcycle …Upcycle The implication of this synchronous capex growth backdrop is that high operating leverage deep cyclicals will dominate defensives next year and we reiterate our recent preference of cyclical versus defensive sectors. This week we update a deep cyclical sector we continue to overweight, and highlight one niche subcomponent. A Burst Of Energy? We lifted the S&P energy index to an overweight stance on July 10, and in Q3 the energy complex bested the market by over 200bps. While this was a timely upgrade, we still believe there is more room for additional relative gains in the coming months. All the reasons we cited during our summer upgrade call4 have started to move in our favor, signaling more upside ahead. Namely, the U.S. dollar remains down significantly for the year (Chart 7) and, irrespective of future moves, it should continue to goose energy sector profits owing to the positive impact on the underlying commodity. Importantly, energy producers are a levered play on oil prices and the latter have jumped roughly $11/bbl to $55/bbl or ~24% since July 10th, but energy stocks are up only 7% in absolute terms (Chart 8). Given BCA's still sanguine crude oil market view, we expect a significant catch up phase in energy equity prices into 2018. Chart 7Weakened U.S. Dollar Is Bullish Energy Weakened U.S. Dollar Is Bullish Energy Weakened U.S. Dollar Is Bullish Energy Chart 8Catch Up Phase Catch Up Phase Catch Up Phase On the supply front, both the overall U.S. oil & gas and horizontal only rig count peaked in late July, and Cushing and OECD oil stocks are now contracting. As global oil inventories get whittled down and OPEC stays disciplined oil prices will remain well bid. Tack on the synchronized global growth macro backdrop, and the upshot is that global oil demand will continue to grind higher. The implication is that the relative share price advance is still in the early innings (Chart 9). Relative valuations have ticked up in the neutral zone according to our composite relative Valuation Indicator, but on a number of metrics value remains extremely compelling in the energy space. On a price to book, prices to sales and price to cash flow basis energy is trading at a 40%, 30% and 5% discount, respectively, to the broad market. The recent carnage in EPS skews the results with the energy sector trading at a 47% forward P/E premium to the overall market (Chart 10). Our Technical Indicator has also tentatively troughed. Historically once the one standard deviation below the historical mean level gives way, a sling shot recovery ensues (Chart 10). Finally, the budding recovery in energy earnings remains intact and our EPS model heralds additional growth in the coming quarters on the back of solid industry pricing power and sustained global oil producer discipline (Chart 11). Chart 9Oil Inventory Drawdown = Buy Energy Stocks Oil Inventory Drawdown = Buy Energy Stocks Oil Inventory Drawdown = Buy Energy Stocks Chart 10Compelling Valuation Backdrop Compelling Valuation Backdrop Compelling Valuation Backdrop Chart 11EPS Model Is Still Flashing Green EPS Model Is Still Flashing Green EPS Model Is Still Flashing Green Adding it up, firming oil prices, the depreciated U.S. dollar, continued global energy producer restraint and still compelling valuations argue for maintain an above benchmark allocation in the S&P energy index. Bottom Line: We reiterate our early-July S&P energy sector upgrade to overweight. Refiners Are Heating Up In the summer we lifted the S&P oil & gas refining & marking index to neutral from underweight locking in impressive gains and that tilted our overall S&P energy sector exposure to above benchmark.5 Subsequently in early-September we further augmented exposure in this pure play energy downstream index to overweight.6 Since then, relative performance is up over 8%. Is it time to book profits? The short answer is not yet. While these relative gains are impressive in such a short time span, we are staying patient before monetizing them, as leading indicators of refiners' profits continue to flash green. Our thesis in September was that the Hurricane Harvey catastrophe presented a trading opportunity from the long side for the S&P refining index. Not only did production get substantially curtailed, but also, as a result, inventories gave way. The longer the disruption, the sweeter the profit spot for the refining industry, as only higher industry selling prices could bring the market back to equilibrium. Indeed, the Brent/WTI crude oil spread, a great proxy for refining margins, recently vaulted to $8/bbl, the highest since early-2015 (Chart 12). Refining margins and gasoline prices also jumped to multi-year highs. While the industry has recovered since the hurricane devastation and brought production back online, selling price inflation is proving sticky, which is a boon for industry margins and thus profits. Already, this earnings season has seen all of the index's component stocks report double-digit margin expansion; the sell-side community has clearly taken notice and earnings revisions have spiked higher (Chart 13). Looking closer at the inventory backdrop, the refined product drawdown is ongoing. From the early 2017 peak, gasoline and distillate fuel supplies have collapsed by roughly 100mn bbl (inventories shown inverted, top panel, Chart 13). In particular, gasoline stocks are now contracting at 5% per annum (inventories shown inverted, middle panel, Chart 13). Historically, industry inventory accumulation has been weighing on relative share prices and vice versa. Evidently, the market has yet to reach an equilibrium, which is a boon for refining profits and relative share prices. Finally, following the collapse in refined product net exports as refiners focused on primarily fulfilling domestic demand, net exports have jumped back to all-time highs near 3mn bbl/day. This represents an over 6mn bbl/day swing in net exports over the past decade (bottom panel, Chart 14). A weak U.S. currency coupled with the higher prices oil products fetch abroad should continue to underpin exports and represent another sizable avenue for industry profits. Chart 12Too Early To##br## Lock In Profits Too Early To Lock In Profits Too Early To Lock In Profits Chart 13Decreasing Refined Product ##br##Stocks Are A Boon For Refiners Decreasing Refined Product Stocks Are A Boon For Refiners Decreasing Refined Product Stocks Are A Boon For Refiners Chart 14Export Relief ##br##Valve Reopened Export Relief Valve Reopened Export Relief Valve Reopened Netting it out, it is still too soon to take profits on the S&P oil & gas refining & marketing index. Refined product inventories continue to fall, crack spreads are wide and industry price hikes are sticky. This is a fertile profit margin and EPS backdrop, underscoring that the path of least resistance is higher for relative share price, at least until an equilibrium is reached. Bottom Line: Stay overweight the S&P oil & gas refining & marketing index. The ticker symbols for the stocks in this index are: BLBG: S5OILR - PSX, VLO, MPC, ANDV. Anastasios Avgeriou, Vice President U.S. Equity Strategy & Global Alpha Sector Strategy anastasios@bcaresearch.com 1 Please see BCA U.S. Equity Strategy Weekly Report, "Operating Leverage To The Rescue?," dated April 17, 2017, available at uses.bcaresearch.com. 2 Please see BCA U.S. Equity Strategy Special Report, "Top 5 Reasons To Favor Cyclicals Over Defensives," dated October 16, 2017, available at uses.bcaresearch.com. 3 Please see BCA U.S. Equity Strategy Weekly Report, "Can Easy Fiscal Offset Tighter Monetary Policy?," dated October 9, 2017, available at uses.bcaresearch.com. 4 Please see BCA U.S. Equity Strategy Weekly Report, "SPX 3,000?," dated July 10, 2017, available at uses.bcaresearch.com. 5 Ibid. 6 Please see BCA U.S. Equity Strategy Weekly Report, "Still Goldilocks," dated September 11, 2017, available at uses.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor small over large caps and stay neutral growth over value.

Highlights The synchronized upturn lifting global GDPs will pull demand for stainless steel higher, as consumers increase purchases of autos, ovens, refrigerators, freezers and other household durables. That's good news for nickel, since roughly two-thirds of demand for the metal worldwide is accounted for by the stainless steel market. This means the current nickel supply deficit will persist into 2018, which will be supportive of prices over the next 3 - 6 months (Chart of the Week). Going into 2H18, however, we expect nickel supply growth to pick up, which is keeping us neutral on the metal for now. Chart of the WeekDeficit Will Further Support Prices Into 1H2018 Deficit Will Further Support Prices Into 1H2018 Deficit Will Further Support Prices Into 1H2018 Energy: Overweight. Leaders of OPEC 2.0 are strongly signaling they will extend their 1.8mm b/d production cuts to end-December 2018, when they meet at the end of the month. This could lift our 2018 Brent and WTI forecasts - $65/bbl and $63/bbl, respectively - by as much as $5.00/bbl, should it materialize. We remain long $55/bbl calls vs. short $60/bbl Brent and WTI call spreads expiring in May, July and December 2018; they are up an average 26.5%. In anticipation of a more pronounced backwardation arising from tighter supply-demand fundamentals in the WTI forward curve, we are getting long Jul/18 WTI vs. short Dec/18 WTI at tonight's close. Base Metals: Neutral. Nickel markets will remain in deficit into next year, as stainless steel demand is lifted on the back of the synchronized global upturn in GDP (see below). Precious Metals: Neutral. Gold markets appear to have fully discounted the appointment of Jerome Powell as the next Fed Chair, trading on either side of $1,280/oz since the beginning of October. Ags/Softs: Neutral. U.S. ag officials on the ground in Argentina reported corn production for the 2017/18 crop year is projected to be 40mm tons, or 2mm tons below the USDA's official estimate, due to smaller areas planted in that country. Wheat production is expected to be 16.8mm tons, 700k tons below the USDA's official forecast, due to excess rain. Directionally, these unofficial posts are supportive of our long corn vs. short wheat position, which is up 4% since inception on October 5, 2017. Feature Focus On Demand For Nickel Price Guidance Synchronized global GDP growth will fuel demand for consumer durables - autos, refrigerators, freezers, etc. - which will lift demand for stainless steel. This, in turn, will increase consumption of nickel, given the stainless steel market accounts for some two-thirds of nickel demand (Chart 2). Receding fears of an imminent slowdown in China, which accounts for 46% of global nickel demand, also is supportive: China's manufacturing PMI currently stands at multi-year highs (Chart 3). Likewise, the pace of investment in China's real estate, automobile, infrastructure, and transportation sectors - all of which are stainless steel end users - remains strong (Chart 4). Chart 2Consumer Durables Demand##BR##Will Lift Nickle Consumption Still Some Upside In The Nickel Market Still Some Upside In The Nickel Market Chart 3Easing Fears Of China##BR##Slowdown Also Supportive Easing Fears Of China Slowdown Also Supportive Easing Fears Of China Slowdown Also Supportive Chart 4Stainless Steel End-Use##BR##Markets Growing Stainless Steel End-Use Markets Growing Stainless Steel End-Use Markets Growing We do not foresee a near-term slowdown in China's consumer sector, following the conclusion of the 19th National Congress of the Communist Party of China. On the contrary, we expect stainless steel demand will remain strong, and a bullish factor in nickel fundamentals going into the beginning of next year.1 However, we are watching the evolution of China's economy closely, now that President Xi has consolidated power.2 Weak ore output from nickel mines was the main culprit behind the deteriorating nickel balance since 2014. Although the global deficit has contracted significantly from its 2016 record, declining consumption - rather than accelerating production - was the driver of the improvement in the supply-demand balance to this point. Increased Supply Won't Be Enough In The Short Run Over the short term, growth in stainless steel demand will outpace increased nickel ore output, which is slowly adjusting to the return of Indonesian ore exports following the 2014 ban. Indonesia's ban on nickel-ore exports fundamentally shifted the market in several ways. In 2013, just before the export ban, China's imports of Indonesian nickel ore stood at more than 41mm MT. Providing almost 60% of China's nickel ore imports, Indonesia was vital to China's thriving nickel pig iron (NPI) industry - which uses low grade nickel ores to produce a cheaper alternative to refined nickel. Output of NPI is then used in the production of stainless-steel. An immediate consequence of the Indonesian export ban was the emergence of the Philippines as China's main nickel ore supplier. It exported 29.6mm MT of nickel ores to China in 2013, accounting for the remaining 40% or so of China's nickel ore imports then. With the Indonesian export ban, the Philippines became China's top, and practically only, supplier of nickel ores (Chart 5). Although the Philippines captured almost all of China's nickel ore trade, it failed to grow the volume of its exports. This had a profound impact on China's domestic processing and refining market. Restricted access to nickel ores meant that China no longer had the necessary supply to keep its NPI industry churning. Instead, it turned to NPI imports, which grew more than 5-fold in the three years following the ban (Chart 6). Similarly, China's unwrought nickel net imports stand above pre-ban levels. The loss of access to Indonesian ores also coincided with a fall in China's laterite inventory.3 Chart 5Indonesia Export Ban Crippled China Imports Indonesia Export Ban Crippled China Imports Indonesia Export Ban Crippled China Imports Chart 6China NPI Imports Up 5-Fold Since 2013 China NPI Imports Up 5-Fold Since 2013 China NPI Imports Up 5-Fold Since 2013 Loss Of Ore Exports Created Refined Nickel Deficit The shrinking supply of nickel ores had a knock-on effect on refined supply. Global production of refined nickel - which was expanding by an average 11.4% yoy between 2011 - 2013 collapsed by 7.3% in 2014, and has remained largely unchanged since. At the same time, demand remained strong, growing by 11.4% and 7.4% in 2015 and 2016, respectively. The combined characteristics of shriveling production amid stable demand put nickel in a large deficit in 2016. This is also evidenced in LME inventory data, which by the end of last year was down 20% from its mid-2015 peak (Chart 7). Chart 7Inventory Draw On Shriveling Production Inventory Draw On Shriveling Production Inventory Draw On Shriveling Production However, Indonesia's export ban appears to have attracted some $6 billion in nickel smelter investments, which allowed it to capture value-added revenues above and beyond those associated with simply exporting raw ores. In fact, many of the NPI operating plants in Indonesia - now in excess of 20 - were built by Chinese companies looking to circumvent the ban by off-shoring NPI production. While Indonesia's minerals export ban was partially lifted in May of this year, we do not expect the market to suddenly return to its pre-2014 fundamentals. The government still maintains an export quota, and has limited the granting of exemptions to companies that have already constructed a value-add processing plant within Indonesia. Instead, we expect Indonesia will lift the quota gradually. Just this past week, the government granted state-owned miner Aneka Tambang additional export rights equal to 1.25mm MT of laterite ore over the next 12 months. The company's initial export capacity, approved in March, was 2.7mm MT.4 This would be a windfall for China's domestic nickel processing plants as their unrefined ore supplies from Indonesia would increase. However, longer term, the reversal of the country's export ban could eventually lead to nickel smelter closures in Indonesia. Virtual Dragon is a China-backed NPI smelter in Indonesia which shipped its first 10k MT to China in August and has a 600k MT annual output target in its first stage. Yet the smelter is concerned with the impact of the ban's reversal on its longer run plan, and reportedly put a $1.83 billion expansion on hold following the policy change.5 In any case, we expect the complete lifting of the ban to transpire gradually, rather than shock the market. Consequently, we do not foresee a sudden flooding of nickel ores to international markets. Bottom Line: Indonesia's ban on nickel ore exports altered trade flows and reversed production trends. While the eventual lifting of the export quotas will change the nickel market, we expect this to transpire gradually. Thus the policy U-turn is not a bearish force in our near term assessment of the nickel market. Stainless Steel Demand To Dominate In Near Term Despite Indonesia's move towards scraping its export ban, we expect strong consumption to drive the evolution of the market in the near term. Solid demand from the stainless steel sector will dominate over supply side growth, and we expect the market to remain in deficit until early next year. In fact, despite the partial return of Indonesian ores to global markets, nickel ore production grew by a modest 1.3% yoy while refined production fell 4.2% yoy in the first 8 months of 2017. A 65% increase in refined output from Indonesia could not offset declines from many of the top producers, including an 11.3%, 22%, and 18.5% yoy decrease in production from China, Russia, and Brazil, respectively. Chart 8Stainless Steel Demand To##BR##Recharge Nickel Market Stainless Steel Demand To Recharge Nickel Market Stainless Steel Demand To Recharge Nickel Market China's share of global stainless steel production has stalled at around 52% since Indonesia's export ban. Stainless steel production was strong - growing an average of 22.4% yoy prior to 2014 (Chart 8). Although it continues to grow, it is doing so at a slower rate. In fact, production stayed largely unchanged last year. We expect the re-emergence of Indonesia's nickel ores will recharge China's stainless steel market. Furthermore, reports of capacity closures in Shandong will stifle China's NPI production. These closures - which aim to reduce smog and pollution during the wintertime - are expected to begin next month and last until mid-March. Thus even with an increase in global ore exports, China's NPI production will be limited in the short run by domestic capacity closures and will continue to depend on imports. Eventually, we expect a supply boost from the return of Indonesian ores to global markets. Refined production has been falling by 2.5% per year since the ban, compared to an average annual production growth rate of 11.4% in the three years prior to the ban. However, we do not expect production to immediately return to the pre-2014 growth pace. While global production has been on the uptrend since June, a comeback in demand will keep nickel in shortage. In fact, the supply deficit would have been significantly wider were it not for declining consumption so far this year. Global refined nickel consumption fell a staggering 7.8% yoy in the first 8 months of 2017, reflecting the 24.8% yoy decline in Chinese consumption. Thus, nickel demand from its top user - the stainless steel sector - will determine the market's direction for the remainder of this year and the beginning of next. The main risk to this view comes from a stronger-than-expected U.S. dollar. This would make the commodity more expensive to holders of other currencies, reducing its demand. Furthermore, while we do not anticipate it, a sudden - rather than gradual - reversal of Indonesia's export ban would tilt the balance to a surplus. Bottom Line: Declining refined nickel production from top producers this year is worrying. However, a simultaneous fall in China's demand - the world's top consumer - means that the net effect on the nickel balance was a shrinking of the supply deficit. Going forward, we expect a gradual increase in supply on the back of a steady expansion of Indonesian ore export quotas. Roukaya Ibrahim, Associate Editor Commodity & Energy Strategy RoukayaI@bcaresearch.com 1 Given the slow adoption of EVs we project over the next 20 years or so, we do not expect Electric Vehicle (EV) batteries to be a material source of demand growth for nickel for the next 3 - 5 years. Please see "Electric Vehicles Part 3: EVs' Impact on Oil Markets Muted Over Next 20 Years," part of a three-part Special Report jointly researched and written by BCA Research's Technology Sector Strategy, Energy Sector Strategy and Commodity & Energy Strategy. It was published August 29, 2017, and is available at ces.bcaresearch.com. EV battery demand currently accounts for 70k TH, or 3%, of nickel usage. According to estimates from UBS, nickel demand from EVs will reach 300-900k MT annually by 2025. Goldman Sachs are much more conservative in their nickel demand estimate, expecting it to remain under 100k MT prior to 2020, and to grow to 200k MT thereafter. 2 Please see BCA Research's Geopolitical Strategy and China Investment Strategy Special Report "China: Party Congress Ends ... So What?," published on November 1, 2017. Available at gps.bcaresearch.com and cis.bcaresearch.com. 3 Laterites are a type of soil containing nickel, and account for more than 70% of world nickel reserves, according to "Geology for Investors." Please see https://www.geologyforinvestors.com/nickel-laterites/ 4 Please see "PT Antam approved to export another 1.25m tonnes of nickel ore from Indonesia," dated October 26, 2017, available at metalbulletin.com. 5 Please see "Indonesia's Virtue Dragon smelter ships first nickel pig iron," dated September 28, 2017, available at reuters.com. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Still Some Upside In The Nickel Market Still Some Upside In The Nickel Market Trades Closed in 2017 Summary of Trades Closed in 2016

Dear Clients, Please note there was an error in the Recommend Asset Allocation table published on November 1, 2017. This has now been amended. We apologize for the confusion and any inconvenience it may have caused. Best Regards, Garry Evans Senior Vice President Global Asset Allocation Reflation Trade Returns Recommended Allocation Monthly Portfolio Update Monthly Portfolio Update The market mood has shifted remarkably quickly over the past couple of months. The probability of a December Fed rate hike has moved up from 20% in early September to close to 100%, pushing the 10-year Treasury bond yield from 2.0% to 2.4% and causing the trade-weighted U.S. dollar to appreciate by 2%, and Emerging Market equities to underperform. We expect this trend to continue. Global growth continues to surprise to the upside (Chart 1). The softness in U.S. inflation this year is likely to reverse over coming quarters - an argument supported by the New York Fed's new Underlying Inflation Gauge, which indicates that sustained movements in inflation continue to trend higher (Chart 2). This makes it likely that the Fed will move ahead with its forecast three rate hikes in 2018, which the market has not yet priced in (Chart 3) - the implied probability of this is only 10%. Consequently, rates have further to rise: our fair value for the U.S. 10-year Treasury yield currently is 2.7%. And the increasing gap between U.S. and euro zone interest rates suggests that the dollar can appreciate further (Chart 4). All this supports our view that risk assets (equities and corporate credit) should outperform over the next 12 months, with developed government bonds producing a negative return, and emerging markets lagging because of rising rates and the stronger dollar (and a possible slowdown in China, as it focuses on reforming its economy and cleaning up the debt situation). Chart 1Growth Surprising To The Upside Growth Surprising To The Upside Growth Surprising To The Upside Chart 2Underlying Inflation Still Trending Up Underlying Inflation Still Trending Up Underlying Inflation Still Trending Up Chart 3Market Expects Fed To Move Only Slowly Market Expects Fed To Move Only Slowly Market Expects Fed To Move Only Slowly Chart 4Rate Gap Suggests Dollar Appreciation Rate Gap Suggests Dollar Appreciation Rate Gap Suggests Dollar Appreciation The key question, though, is how long this positive scenario can continue. With stock market valuations expensive (Chart 5) and investors fully invested, though not yet euphoric (Chart 6), we are clearly in late cycle. Rising rates could put a dampener on growth. Chart 5 Equities Close To Extremely Overvalued Equities Close To Extremely Overvalued Equities Close To Extremely Overvalued Chart 6Investors Are Fully Invested, But Cautious Investors Are Fully Invested, But Cautious Investors Are Fully Invested, But Cautious We find the Fed policy cycle a useful tool for thinking about probable investment returns from different assets (Chart 7). The best quadrant for risk assets is when the Fed is easing and policy is easy (with the Fed Funds Rate below the neutral rate). Currently we are in the bottom-right quadrant (Fed tightening, but not yet in the tight zone), which also has produced attractive returns for equities and credit. But once the Fed Funds Rate (FFR) moves above the neutral rate, returns from risk assets are on average poor and, historically, recession often followed quite quickly. How much longer do we have before Fed policy moves into the top-right quadrant? The Fed's own estimate of the neutral rate, in real terms, is 0.3%. The current real FFR (using core PCE inflation, 1.3%, as the deflator) is -0.17 (Chart 8). This implies that it will take only two further Fed hikes to move into the tight zone, which could happen as soon as March. This is why the outlook for inflation is critical. If, as the Fed forecasts and we also expect, core PCE inflation rises to 2%, it will be another five hikes before policy turns tight - we are unlikely to get there until early 2019. Chart 7The Fed Policy Cycle Monthly Portfolio Update Monthly Portfolio Update Chart 8How Far From The Tight Zone? How Far From The Tight Zone? How Far From The Tight Zone? For now, therefore, we continue to recommend an overweight on risk assets and pro-cyclical portfolio tilts. Global monetary policy remains easy and we see no indicators that suggest growth is slowing or that the risk of recession over the next 12 months is rising. The risks to this optimistic scenario (a hawkish Fed, over-eager structural reform in China, provocation from North Korea) seem limited. But we also continue to warn of the possibility of a recession in 2019 or 2020 caused, as so often, by excessive Fed tightening. We see, therefore, the possibility of our turning more defensive somewhere in mid-2018. Equities: We prefer developed over emerging market equities. Rising interest rates and an appreciating dollar will be headwinds for EM. Moreover, Xi Jinping's speech at the Communist Party Congress hinted at supply side structural reforms, overcapacity reduction, and deleveraging efforts. A renewed reform effort could dampen Chinese growth somewhat which, as in 2013-15, would negatively impact EM equities (Chart 9). Within DM, we are overweight euro zone and Japanese equities, which are higher beta, have stronger earnings momentum, and benefit from looser monetary policy. Fixed Income: We expect bonds to underperform over coming quarters, as U.S. inflation picks up and the Fed moves raises rates in line with its "dots". Corporate credit still has some attractions, provided the economic expansion continues. U.S. sub-investment grade bonds, in particular, have an attractive default-adjusted yield, as long as a strong economy keeps the default rate over the next 12 months to the historically low 2% our model suggests (Chart 10). The pick-up in inflation we expect would mean inflation-linked bonds outperform nominal bonds. Chart 9Slowing China Would Hurt EM Equities Slowing China Would Hurt EM Equities Slowing China Would Hurt EM Equities Chart 10Junk Attractive If Defaults Stay This Low Junk Attractive If Defaults Stay This Low Junk Attractive If Defaults Stay This Low Currencies: The ECB delivered a dovish tapering last month, extending its asset purchases until at least September 2018 and emphasizing that its current low interest rates will continue "well past the horizon of our net asset purchases". Given this, and the gap between U.S. and euro zone interest rates (Chart 4), we expect moderate further euro weakness over coming months. The dollar is likely to appreciate even more against the yen. There are the first tentative signs of inflation emerging in Japan (Chart 11) which, combined with the Bank of Japan sticking to its 0% 10-year JGB target and rising global interest rates, could push the yen to 120 against the dollar over coming months. Commodities: BCA's energy strategists recently revised up their crude oil forecasts on the back of strong demand, a likely extension of the OPEC agreement until at least end-2018, and possible supply disruptions in Iraq, Venezuela and other troubled regions.1 They see inventories continuing to draw down until at least 2H 2018 (Chart 12). Accordingly, they forecast $65 a barrel for Brent and $63 for WTI and flag upside risk to those projections. The outlook for industrial and precious metals, however, is less positive. A stronger dollar and a shift in the growth drivers in China will depress prices for base metals. Rising real interest rates will hurt gold, although we still like precious metals as a long-term hedge. Chart 11First Signs Of Inflation In Japan? First Signs Of Inflation In Japan? First Signs Of Inflation In Japan? Chart 12Oil Inventory Drawdowns Support Higher Price Oil Inventory Drawdowns Support Higher Price Oil Inventory Drawdowns Support Higher Price Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com 1 Please see Commodity & Energy Strategy Weekly Report "Oil Forecast Lifted As Market Tightens," dated 19 October 2017, available at ces.bcaresearch.com GAA Asset Allocation

Dear Client, In addition to this Special Report, we are publishing our monthly Tactical Asset Allocation table and supporting indicators today. These can be accessed directly from our website. Best regards, Peter Berezin, Chief Global Strategist Highlights Megatrend #1: Population Aging. Aging has been deflationary over the past few decades, but will become inflationary over the coming years. Megatrend #2: Global Migration. International migration has the potential to lift millions out of poverty while boosting global productivity. However, if left unmanaged, it poses serious risks to economic stability. Megatrend #3: Social Fragmentation. Rising inequality, cultural self-segregation, and political polarization are imperilling democracy and threatening free-market institutions. On balance, these trends are likely to be negative for both bonds and equities over the long haul. Feature In today's increasingly short-term oriented world, it is easy to lose track of megatrends that are slowly shifting the ground under investors' feet. In this report, we tackle three key social/demographic trends. Megatrend #1: Population Aging Fertility rates have fallen below replacement levels across much of the planet. This has resulted in aging populations and slower labor force growth (Chart 1). In the standard neoclassical growth model, a decline in labor force growth pushes down the real neutral rate of interest, r*. This happens because slower labor force growth causes the capital stock to increase relative to the number of workers, resulting in a lower rate of return on capital.1 The problem with this model is that it treats the saving rate as fixed.2 In reality, the saving rate is likely to adjust to changes in the age composition of the workforce. Initially, as the median age of the population rises, aggregate savings will increase as more people move into their peak saving years (ages 30 to 50). This will put even further downward pressure on the neutral rate of interest. Eventually, however, savings will fall as these very same people enter retirement. This, in turn, will lead to a higher neutral rate of interest. If central banks drag their feet in raising policy rates in response to an increase in r*, monetary policy will end up being too stimulative. As economies overheat, inflation will pick up, leading to higher long-term nominal bond yields. Contrary to popular belief, spending actually increases later in life once health care costs are included in the tally (Chart 2). And despite all the happy talk about how people will work much longer in the future, the unfortunate fact is that the percentage of American 65 year-olds who are unable to lead active lives because of health care problems has risen from 8.8% to 12.5% over the past 10 years (Chart 3). Cognitive skills among 65 year-olds have also declined over this period. Chart 1Our Aging World Our Aging World Our Aging World Chart 2Savings Over The Life Cycle Three Demographic Megatrends Three Demographic Megatrends Chart 3Climbing Those Stairs Is Getting More And More Difficult Three Demographic Megatrends Three Demographic Megatrends We are approaching the inflection point where demographic trends will morph from being deflationary to being inflationary. Globally, the ratio of workers-to-consumers - the so-called "support ratio" - has peaked after a forty-year ascent (Chart 4). As the support ratio declines, global savings will fall. To say that global saving rates will decline is the same as saying that there will be more spending for every dollar of income. Since global income must sum to global GDP, this implies that global spending will rise relative to production. That is likely to be inflationary. The projected evolution of support ratios varies across countries. The most dramatic change will happen in China. China's support ratio peaked a few years ago and will fall sharply during the coming decade. Nearly one billion Chinese workers entered the global labor force during the 1980s and 1990s as the country opened up to the rest of the world. According to the UN, China will lose over 400 million workers over the remainder of the century (Chart 5). If the addition of millions of Chinese workers to the global labor force was deflationary in the past, their withdrawal will be inflationary in the future. The fabled "Chinese savings glut" will eventually dry up. Chart 4The Ratio Of Workers To Consumers Has Peaked The Ratio Of Workers To Consumers Has Peaked The Ratio Of Workers To Consumers Has Peaked Chart 5China On Course To Lose More Than 400 Million Workers China On Course To Lose More Than 400 Million Workers China On Course To Lose More Than 400 Million Workers Rising female labor force participation rates have blunted the effect of population aging in Europe and Japan. This has allowed the share of the population that is employed to increase over the past few decades. However, as female participation stabilizes and more people enter retirement, both regions will also see a rapid decline in saving rates. This could lead to a deterioration in their current account balances, with potential negative implications for the yen and the euro. Population aging is generally bad news for equities. The slower expansion in the labor force will reduce the trend GDP growth. This will curb revenue growth, and by extension, earnings growth. To make matter worse, to the extent that lower savings rates lead to higher real interest rates, population aging could reduce the price-earnings multiple at which stocks trade. This could be further exacerbated by the need for households to run down their wealth as they age, which presumably would include the sale of equities. Megatrend #2: Global Migration Economist Michael Clemens once characterized the free movement of people across national boundaries as a "trillion-dollar bill" just waiting to be picked up from the sidewalk.3 Millions of workers toil away in poor countries where corruption is rife and opportunities for gainful employment are limited. Global productivity levels would rise if they could move to rich countries where they could better utilize their talents. Academic studies suggest that less restrictive immigration policies would do much more to raise global output than freer trade policies. In fact, several studies have concluded that the removal of all barriers to labor mobility would more than double global GDP (Table 1). The problem is that many migrants today are poorly skilled. While they can produce more in rich countries than they can back home, they still tend to be less productive than the average native-born worker. This can be especially detrimental to less-skilled workers in rich countries who have to face greater competition - and ultimately, lower wages - for their labor. Chart 6 shows that the share of U.S. income accruing to the top one percent of households has closely tracked the foreign-born share of the population. Table 1Economic Benefits Of Open Borders Three Demographic Megatrends Three Demographic Megatrends Chart 6Immigration Versus Income Distribution Immigration Versus Income Distribution Immigration Versus Income Distribution Low-skilled migration can also place significant strains on social safety nets. These concerns are especially pronounced in Europe. The employment rate among immigrants in a number of European countries is substantially lower than for the native-born population (Chart 7). For example, in Sweden, the employment rate for immigrant men is about 10 percentage points lower than for native-born men. For women, the gap is 17 points. The OECD reckons that a typical 21-year old immigrant to Europe will contribute €87,000 less to public coffers in the form of lower taxes and higher welfare benefits than a non-immigrant of the same age (Chart 8). Chart 7Low Levels Of Immigrant Labor Participation In Parts Of Europe Three Demographic Megatrends Three Demographic Megatrends Chart 8Immigration Is Straining Generous European Welfare States Three Demographic Megatrends Three Demographic Megatrends All of this would matter little if the children of today's immigrants converged towards the national average in terms of income and educational attainment, as has usually occurred with past immigration waves. However, the evidence that this is happening is mixed. While there is a huge amount of variation within specific immigrant communities, on average, some groups have fared better than others. The children of Asian immigrants to the U.S. have tended to excel in school, whereas college completion rates among third-generation-and-higher, self-identified Hispanics are still only half that of native-born non-Hispanic whites (Chart 9). Across the OECD, second generation immigrant children tend to lag behind non-immigrant students, often by substantial margins (Chart 10). Chart 9Hispanic Educational Attainment Lags Behind Three Demographic Megatrends Three Demographic Megatrends Chart 10Worries About Immigrant Assimilation Three Demographic Megatrends Three Demographic Megatrends Immigration policies that place emphasis on attracting skilled migrants would mitigate these concerns. While such policies have been adopted in a number of countries, they have often been opposed by right-leaning business groups that benefit from cheap and abundant labor and left-leaning political parties that want the votes that immigrants and their descendants provide. Humanitarian concerns also make it difficult to curtail migration, especially when it is coming from war-torn regions. Chart 11The Projected Expansion In Sub-Saharan Population The Projected Expansion In Sub-Saharan Population The Projected Expansion In Sub-Saharan Population Europe's migration crisis has ebbed in recent months but could flare up at any time. In 2004, the United Nations estimated that sub-Saharan Africa's population will increase to 2 billion by the end of the century, up from one billion at present. In its 2017 revision, the UN doubled its projection to 4 billion. Nigeria's population is expected to rise to nearly 800 million by 2100; Congo's will soar to 370 million; Ethiopia's will hit 250 million (Chart 11). And even that may be too conservative because the UN assumes that the average number of births per woman in sub-Saharan Africa will fall from 5.1 to 2.2 over this period. For investors, the possibility that migration flows could become disorderly raises significant risks. For one, low-skill migration could also cause fiscal balances to deteriorate, leading to higher interest rates. Moreover, as we discuss in greater detail below, it could propel more populist parties into power. This is a particularly significant worry for Europe, where populist parties have often pursued business-sceptic, anti-EU agendas. Megatrend #3: ­­­Social Fragmentation In his book "Bowling Alone," Harvard sociologist Robert Putnam documented the breakdown of social capital across America, famously exemplified by the decline in bowling leagues.4 There is no single explanation for why communal ties appear to be fraying. Those on the left cite rising income and wealth inequality. Those on the right blame the welfare state and government policies that prioritize multiculturalism over assimilation. Conservative commentators also argue that today's cultural elites are no longer interested in instilling the rest of society with middle-class values. As a result, behaviours that were once only associated with the underclass have gone mainstream.5 Technological trends are exacerbating social fragmentation. Instead of bringing people together, the internet has allowed like-minded people to self-segregate into echo chambers where members of the community simply reinforce what others already believe. It is thus no surprise that political polarization has grown by leaps and bounds (Chart 12). Chart 12U.S. Political Polarization: Growing Apart Three Demographic Megatrends Three Demographic Megatrends When people can no longer see eye to eye, established institutions lose legitimacy. Chart 13 shows that trust in the media has collapsed, especially among right-leaning voters. Perhaps most worrying, support for democracy itself has dwindled around the world (Chart 14). It would be naïve to think that the public's rejection of the political establishment will not be mirrored in a loss of support for the business establishment. The Democrats "Better Deal" moves the party to the left on many economic issues. Nearly three-quarters of Democratic voters believe that corporations make "too much profit," up from about 60% in the 1990s (Chart 15). Chart 13The Erosion Of Trust In Media Three Demographic Megatrends Three Demographic Megatrends Chart 14Who Needs Democracy When You Have Tinder? Three Demographic Megatrends Three Demographic Megatrends Chart 15People Versus Companies Three Demographic Megatrends Three Demographic Megatrends The share of Republican voters who think corporations are undertaxed has stayed stable in the low-40s, but this may not last much longer. Wall Street, Silicon Valley, and the rest of the corporate establishment tend to lean liberal on social issues and conservative on economic ones - the exact opposite of a typical Trump voter. If Trump voters abandon corporate America, this will leave the U.S. without any major party actively pushing a pro-business agenda. That can't be good for profit margins. The fact that social fragmentation is on the rise casts doubt on much of the boilerplate, feel-good commentary written about the "sharing economy." For starters, the term is absurd. Uber drivers are not sharing their vehicles. They are using them to make money. Both passengers and drivers can see one another's ratings before they meet. This reduces the need for trust. As trust falls, crime rises. The U.S. homicide rate surged by 20% between 2014 and 2016 according to a recent FBI report.6 In Chicago, the murder rate jumped by 86%. In Baltimore, it spiked by 52%. Chart 16 shows that violent crime in Baltimore has remained elevated ever since riots gripped the city in April 2015. The number of homicides in New York, whose residents tend to support more liberal policing standards for cities other than their own, has remained flat, but that is unlikely to stay the case if crime is rising elsewhere. The multi-century decline in European homicide rates also appears to have ended (Table 2). Chart 16Do You Still Want To Move Downtown? Three Demographic Megatrends Three Demographic Megatrends Table 2Crime Rates Are Creeping Higher In Europe Three Demographic Megatrends Three Demographic Megatrends Chart 17Homicides And Inflation Homicides And Inflation Homicides And Inflation Much has been written about how millennials are flocking to cities to enjoy the benefits of urban life. But this trend emerged during a period when urban crime rates were falling. If that era has ended, urban real estate prices could suffer tremendously. It is perhaps not surprising that the increase in crime rates starting in the 1960s was mirrored in rising inflation (Chart 17). If governments cannot even maintain law and order, how can they be trusted to do what it takes to preserve the value of fiat money? The implication is that greater social instability in the future is likely to lead to lower bond prices and a higher equity risk premium. Peter Berezin, Chief Global Strategist Global Investment Strategy peterb@bcaresearch.com Three Demographic Megatrends Three Demographic Megatrends 2 Another problem with the neoclassical model is that it assumes perfectly flexible wages and prices. This ensures that the economy is always at full employment. Thus, if the saving rate rises, investment is assumed to increase to fully fill the void left by the decline in consumption. In the real world, the opposite tends to happen: When households reduce consumption, firms invest less, not more, in new capacity. One of the advantages of the traditional Keynesian framework is that it captures this reality. And interestingly, it also predicts that aging will be deflationary at first, but will eventually become inflationary. Initially, slower population growth reduces the need for firms to expand capacity, causing investment demand to fall. Aggregate savings also rise, as more people move into their peak saving years. Globally, savings must equal investment. If desired investment falls and desired savings rise, real rates will decrease. At the margin, lower real rates will encourage investment and discourage saving, thus ensuring that the global savings-investment identity is satisfied. As savings ultimately begins to decline as more people retire, the equilibrium real rate of interest will rise again. 3 Michael A. Clemens, "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?" Journal of Economic Perspectives Vol. 25, no.3, pp. 83-106 (Summer 2011). 4 Robert D. Putnam, "Bowling Alone: The Collapse And Revival Of American Community," Simon and Schuster, 2001. 5 Charles Murray has been a leading proponent of this argument. Please see "Coming Apart: The State Of White America, 1960-2010," Three Rivers Press, 2013. 6 Federal Bureau of Investigation, "Crime In The United States 2016" (Accessed October 25, 2017). Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Dear Client, This month's Special Report is written by my colleague, Peter Berezin, Chief Global Strategist. Peter highlights three key demographic trends that will shape financial markets in the coming decades. His non-consensus conclusions include the idea that demographic trends will be negative for both bonds and equities over the long haul, in part because the trends are inflationary. Moreover, continuing social fragmentation will not be good for business. Mark McClellan Megatrend #1: Population Aging. Aging has been deflationary over the past few decades, but will become inflationary over the coming years. Megatrend #2: Global Migration. International migration has the potential to lift millions out of poverty while boosting global productivity. However, if left unmanaged, it poses serious risks to economic stability. Megatrend #3: Social Fragmentation. Rising inequality, cultural self-segregation, and political polarization are imperilling democracy and threatening free-market institutions. On balance, these trends are likely to be negative for both bonds and equities over the long haul. In today's increasingly short-term oriented world, it is easy to lose track of megatrends that are slowly shifting the ground under investors' feet. In this report, we tackle three key social/demographic trends. Chart II-1Our Aging World Our Aging World Our Aging World Megatrend #1: Population Aging Fertility rates have fallen below replacement levels across much of the planet. This has resulted in aging populations and slower labor force growth (Chart II-1). In the standard neoclassical growth model, a decline in labor force growth pushes down the real neutral rate of interest, r*. This happens because slower labor force growth causes the capital stock to increase relative to the number of workers, resulting in a lower rate of return on capital.1 The problem with this model is that it treats the saving rate as fixed.2 In reality, the saving rate is likely to adjust to changes in the age composition of the workforce. Initially, as the median age of the population rises, aggregate savings will increase as more people move into their peak saving years (ages 30 to 50). This will put even further downward pressure on the neutral rate of interest. Eventually, however, savings will fall as these very same people enter retirement. This, in turn, will lead to a higher neutral rate of interest. If central banks drag their feet in raising policy rates in response to an increase in r*, monetary policy will end up being too stimulative. As economies overheat, inflation will pick up, leading to higher long-term nominal bond yields. Contrary to popular belief, spending actually increases later in life once health care costs are included in the tally (Chart II-2). And despite all the happy talk about how people will work much longer in the future, the unfortunate fact is that the percentage of American 65 year-olds who are unable to lead active lives because of health care problems has risen from 8.8% to 12.5% over the past 10 years (Chart II-3). Cognitive skills among 65 year-olds have also declined over this period. We are approaching the inflection point where demographic trends will morph from being deflationary to being inflationary. Globally, the ratio of workers-to-consumers - the so-called "support ratio" - has peaked after a forty-year ascent (Chart II-4). As the support ratio declines, global savings will fall. To say that global saving rates will decline is the same as saying that there will be more spending for every dollar of income. Since global income must sum to global GDP, this implies that global spending will rise relative to production. That is likely to be inflationary. Chart II-2Savings Over The Life Cycle Savings Over The Life Cycle Savings Over The Life Cycle Chart II-3Climbing Those Stairs Is ##br##Getting More And More Difficult November 2017 November 2017 Chart II-4The Ratio Of Workers To ##br##Consumers Has Peaked The Ratio Of Workers To Consumers Has Peaked The Ratio Of Workers To Consumers Has Peaked The projected evolution of support ratios varies across countries. The most dramatic change will happen in China. China's support ratio peaked a few years ago and will fall sharply during the coming decade. Nearly one billion Chinese workers entered the global labor force during the 1980s and 1990s as the country opened up to the rest of the world. According to the UN, China will lose over 400 million workers over the remainder of the century (Chart II-5). If the addition of millions of Chinese workers to the global labor force was deflationary in the past, their withdrawal will be inflationary in the future. The fabled "Chinese savings glut" will eventually dry up. Chart II-5China On Course To Lose More ##br##Than 400 Million Workers China On Course To Lose More Than 400 Million Workers China On Course To Lose More Than 400 Million Workers Rising female labor force participation rates have blunted the effect of population aging in Europe and Japan. This has allowed the share of the population that is employed to increase over the past few decades. However, as female participation stabilizes and more people enter retirement, both regions will also see a rapid decline in saving rates. This could lead to a deterioration in their current account balances, with potential negative implications for the yen and the euro. Population aging is generally bad news for equities. The slower expansion in the labor force will reduce the trend GDP growth. This will curb revenue growth, and by extension, earnings growth. To make matter worse, to the extent that lower savings rates lead to higher real interest rates, population aging could reduce the price-earnings multiple at which stocks trade. This could be further exacerbated by the need for households to run down their wealth as they age, which presumably would include the sale of equities. Megatrend #2: Global Migration Economist Michael Clemens once characterized the free movement of people across national boundaries as a "trillion-dollar bill" just waiting to be picked up from the sidewalk.3 Millions of workers toil away in poor countries where corruption is rife and opportunities for gainful employment are limited. Global productivity levels would rise if they could move to rich countries where they could better utilize their talents. Academic studies suggest that less restrictive immigration policies would do much more to raise global output than freer trade policies. In fact, several studies have concluded that the removal of all barriers to labor mobility would more than double global GDP (Table II-1). The problem is that many migrants today are poorly skilled. While they can produce more in rich countries than they can back home, they still tend to be less productive than the average native-born worker. This can be especially detrimental to less-skilled workers in rich countries who have to face greater competition - and ultimately, lower wages - for their labor. Chart II-6 shows that the share of U.S. income accruing to the top one percent of households has closely tracked the foreign-born share of the population. Table II-1Economic Benefits Of Open Borders November 2017 November 2017 Chart II-6Immigration Versus Income Distribution Immigration Versus Income Distribution Immigration Versus Income Distribution Low-skilled migration can also place significant strains on social safety nets. These concerns are especially pronounced in Europe. The employment rate among immigrants in a number of European countries is substantially lower than for the native-born population (Chart II-7). For example, in Sweden, the employment rate for immigrant men is about 10 percentage points lower than for native-born men. For women, the gap is 17 points. The OECD reckons that a typical 21-year old immigrant to Europe will contribute €87,000 less to public coffers in the form of lower taxes and higher welfare benefits than a non-immigrant of the same age (Chart II-8). Chart II-7Low Levels Of Immigrant Labor Participation In Parts Of Europe November 2017 November 2017 Chart II-8Immigration Is Straining Generous ##br##European Welfare States November 2017 November 2017 All of this would matter little if the children of today's immigrants converged towards the national average in terms of income and educational attainment, as has usually occurred with past immigration waves. However, the evidence that this is happening is mixed. While there is a huge amount of variation within specific immigrant communities, on average, some groups have fared better than others. The children of Asian immigrants to the U.S. have tended to excel in school, whereas college completion rates among third-generation-and-higher, self-identified Hispanics are still only half that of native-born non-Hispanic whites (Chart II-9). Across the OECD, second generation immigrant children tend to lag behind non-immigrant students, often by substantial margins (Chart II-10). Chart II-9Hispanic Educational Attainment Lags Behind November 2017 November 2017 Chart II-10Worries About Immigrant Assimilation November 2017 November 2017 Immigration policies that place emphasis on attracting skilled migrants would mitigate these concerns. While such policies have been adopted in a number of countries, they have often been opposed by right-leaning business groups that benefit from cheap and abundant labor and left-leaning political parties that want the votes that immigrants and their descendants provide. Humanitarian concerns also make it difficult to curtail migration, especially when it is coming from war-torn regions. Chart II-11The Projected Expansion ##br##In Sub-Saharan Population The Projected Expansion In Sub-Saharan Population The Projected Expansion In Sub-Saharan Population Europe's migration crisis has ebbed in recent months but could flare up at any time. In 2004, the United Nations estimated that sub-Saharan Africa's population will increase to 2 billion by the end of the century, up from one billion at present. In its 2017 revision, the UN doubled its projection to 4 billion. Nigeria's population is expected to rise to nearly 800 million by 2100; Congo's will soar to 370 million; Ethiopia's will hit 250 million (Chart II-11). And even that may be too conservative because the UN assumes that the average number of births per woman in sub-Saharan Africa will fall from 5.1 to 2.2 over this period. For investors, the possibility that migration flows could become disorderly raises significant risks. For one, low-skill migration could also cause fiscal balances to deteriorate, leading to higher interest rates. Moreover, as we discuss in greater detail below, it could propel more populist parties into power. This is a particularly significant worry for Europe, where populist parties have often pursued business-sceptic, anti-EU agendas. Megatrend #3: Social Fragmentation In his book "Bowling Alone," Harvard sociologist Robert Putnam documented the breakdown of social capital across America, famously exemplified by the decline in bowling leagues.4 There is no single explanation for why communal ties appear to be fraying. Those on the left cite rising income and wealth inequality. Those on the right blame the welfare state and government policies that prioritize multiculturalism over assimilation. Conservative commentators also argue that today's cultural elites are no longer interested in instilling the rest of society with middle-class values. As a result, behaviours that were once only associated with the underclass have gone mainstream.5 Technological trends are exacerbating social fragmentation. Instead of bringing people together, the internet has allowed like-minded people to self-segregate into echo chambers where members of the community simply reinforce what others already believe. It is thus no surprise that political polarization has grown by leaps and bounds (Chart II-12). When people can no longer see eye to eye, established institutions lose legitimacy. Chart II-13 shows that trust in the media has collapsed, especially among right-leaning voters. Perhaps most worrying, support for democracy itself has dwindled around the world (Chart II-14). Chart II-12U.S. Political Polarization: Growing Apart November 2017 November 2017 Chart II-13The Erosion Of Trust In Media November 2017 November 2017 It would be naïve to think that the public's rejection of the political establishment will not be mirrored in a loss of support for the business establishment. The Democrats "Better Deal" moves the party to the left on many economic issues. Nearly three-quarters of Democratic voters believe that corporations make "too much profit," up from about 60% in the 1990s (Chart II-15). Chart II-14Who Needs Democracy When You Have Tinder? November 2017 November 2017 Chart II-15People Versus Companies November 2017 November 2017 The share of Republican voters who think corporations are undertaxed has stayed stable in the low-40s, but this may not last much longer. Wall Street, Silicon Valley, and the rest of the corporate establishment tend to lean liberal on social issues and conservative on economic ones - the exact opposite of a typical Trump voter. If Trump voters abandon corporate America, this will leave the U.S. without any major party actively pushing a pro-business agenda. That can't be good for profit margins. The fact that social fragmentation is on the rise casts doubt on much of the boilerplate, feel-good commentary written about the "sharing economy." For starters, the term is absurd. Uber drivers are not sharing their vehicles. They are using them to make money. Both passengers and drivers can see one another's ratings before they meet. This reduces the need for trust. As trust falls, crime rises. The U.S. homicide rate surged by 20% between 2014 and 2016 according to a recent FBI report.6 In Chicago, the murder rate jumped by 86%. In Baltimore, it spiked by 52%. Chart II-16 shows that violent crime in Baltimore has remained elevated ever since riots gripped the city in April 2015. The number of homicides in New York, whose residents tend to support more liberal policing standards for cities other than their own, has remained flat, but that is unlikely to stay the case if crime is rising elsewhere. The multi-century decline in European homicide rates also appears to have ended (Table II-2). Much has been written about how millennials are flocking to cities to enjoy the benefits of urban life. But this trend emerged during a period when urban crime rates were falling. If that era has ended, urban real estate prices could suffer tremendously. It is perhaps not surprising that the increase in crime rates starting in the 1960s was mirrored in rising inflation (Chart II-17). If governments cannot even maintain law and order, how can they be trusted to do what it takes to preserve the value of fiat money? The implication is that greater social instability in the future is likely to lead to lower bond prices and a higher equity risk premium. Chart II-16Do You Still Want To Move Downtown? November 2017 November 2017 Table II-2Crime Rates Are Creeping Higher In Europe November 2017 November 2017 Chart II-17Homicides And Inflation Homicides And Inflation Homicides And Inflation Peter Berezin Chief Global Strategist Global Investment Strategy November 2017 November 2017 2 Another problem with the neoclassical model is that it assumes perfectly flexible wages and prices. This ensures that the economy is always at full employment. Thus, if the saving rate rises, investment is assumed to increase to fully fill the void left by the decline in consumption. In the real world, the opposite tends to happen: When households reduce consumption, firms invest less, not more, in new capacity. One of the advantages of the traditional Keynesian framework is that it captures this reality. And interestingly, it also predicts that aging will be deflationary at first, but will eventually become inflationary. Initially, slower population growth reduces the need for firm to expand capacity, causing investment demand to fall. Aggregate savings also rises, as more people move into their peak saving years. Globally, savings must equal investment. If desired investment falls and desired savings rises, real rates will increase. At the margin, higher real rates will discourage investment and encourage saving, thus ensuring that the global savings-investment identity is satisfied. As savings ultimately begins to decline as more people retire, the equilibrium real rate of interest will rise again. 3 Michael A. Clemens, "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?" Journal of Economic Perspectives Vol. 25, no.3, pp. 83-106 (Summer 2011). 4 Robert D. Putnam, "Bowling Alone: The Collapse And Revival Of American Community," Simon and Schuster, 2001. 5 Charles Murray has been a leading proponent of this argument. Please see "Coming Apart: The State Of White America, 1960-2010," Three Rivers Press, 2013. 6 Federal Bureau of Investigation, "Crime In The United States 2016" (Accessed October 25, 2017).

Highlights The macro environment remains positive for risk assets. Nonetheless, the shadow of the '87 stock market crash is a reminder that major market corrections can occur even when the earnings and economic growth backdrop is upbeat. Our base case remains that global growth will stay reasonably firm in 2018, although the composition of that growth will shift towards the U.S. thanks to the lagged effects of easier financial conditions and the likelihood of some fiscal stimulus next year. Positive U.S. economic growth surprises and the disappearing output gap will allow the Fed to raise rates more than is discounted by the markets, providing a lift to the dollar and widening U.S. yield spreads relative to its trading partners. The momentum in profit growth, however, will favor Japan relative to the U.S. and Europe. Investors should overweight Japanese equities and hedge the currency risk. There is still more upside for oil prices, but we are not playing the rally in base metals. The Chinese economy is performing well at the moment, but ample base metal supply and a rising dollar argue against a substantial price rise from current levels. Emerging market equities should underperform the developed markets due to a rising U.S. dollar and the largely sideways path for base metals. Our macro and profit views are consistent with cyclicals outperforming defensive stocks. Investors should also continue to bet on higher inflation expectations and be overweight corporate bonds (relative to governments). High-yield relative value is decent after accounting for the favorable default outlook. It is too early to fully retreat from risk assets and prepare for the next recession. Nonetheless, the market has entered a late cycle phase. Investors appear to have shed fears of secular stagnation, and have embraced a return to a lackluster-growth version of the Great Moderation. The risk of disappointment is therefore elevated. Low levels of market correlation and implied volatility can perhaps be justified, but only if there are no financial accidents on the horizon and any rise in inflation is gradual enough to keep the bond vigilantes at bay. Investors with less tolerance for risk should maintain an extra cash buffer to protect against swoons and provide dry powder to boost exposure after the correction. Feature The October anniversary of the '87 stock market crash was a reminder to investors that major market corrections can arrive out of the blue. With hindsight, there were some warning signs evident before the crash. Nonetheless, the speed and viciousness of the correction caught the vast majority of investors by surprise, in large part because the economy was performing well (outside of some yawning imbalances such as the U.S. current account deficit). Many worried that the 20% drop in the S&P 500 would trigger a recession, but the economy did not skip a beat and it was not long before the equity market recouped the losses. We view the '87 crash as a correction rather than a bear market. BCA's definition of a bear market is a combination of magnitude (at least a 15% decline) and duration (lasting at least for six months). Bear markets are usually associated with economic recessions. Corrections tend to be short-lived because they are not associated with an economic downturn. None of our forward-looking indicators suggest that a recession is in the cards in the near term for any of the major economies. Even the risk of a financial accident or economic pothole in China has diminished in our view. As discussed below, the global economy is firing on almost all cylinders. Chart I-1Valuation Today Is Very Stretched Vs. 1987 Valuation Today Is Very Stretched Vs. 1987 Valuation Today Is Very Stretched Vs. 1987 Nonetheless, there are some parallels today with the mid-1980s. A Special Report sent to all BCA clients in October provides a retrospective on the '87 crash.1 One concern is that the proliferation of financial computer algorithms and derivatives is a parallel to the popularity of portfolio insurance in the 1980s, which was blamed for turbocharging the selling pressure when the market downturn gathered pace in October. My colleague Doug Peta downplays the risks inherent in the ETF market in the Special Report, but argues that automatic selling will again reinforce the fall in prices once it starts. It is also worrying that equity valuation is much more stretched than was the case in the summer of 1987 based on the cyclically-adjusted P/E ratio (CAPE, Chart I-1). The CAPE is currently at levels only previously reached ahead of the 1929 and 2000 peaks. In contrast, the CAPE was close to its long-term average in 1987. Quantitative easing and extremely low interest rates have pulled forward much of the bond and stock markets' future returns. It has also contributed to today's extremely low readings on implied volatility. The fact that the Fed is slowly taking away the punchbowl and that the ECB is dialing back its asset purchase program only add to the risk of a sharp correction. The Good News For now though, investors are focusing on the improving global growth backdrop and the still-solid earnings picture. While the S&P 500 again made new highs in October, it was the Nikkei that stole the show among the major countries. Impressively, the surge in the Japanese stock market was not on the back of a significantly weaker yen. As we highlighted last month, risk assets are being supported by the three legged stool of robust earnings growth, low volatility and yield levels in government bonds, and the view that inflation will remain quiescent for the foreseeable future. The fact that the global growth impulse is broadly-based is icing on the cake because it reduces lingering fears of secular stagnation. Even emerging economies have joined the growth party, while a weak U.S. dollar has tempered fears of a financial accident in this space. Our forward-looking growth indicators are upbeat (Chart I-2). Our demand indicators in the major economies remain quite bullish, especially for capital spending (not shown). Animal spirits are beginning to stir. Moreover, financial conditions remain growth-friendly, especially in the U.S., and subdued inflation is allowing central banks to proceed cautiously for those that are tightening or tapering. The global PMI broke to a new high in October, and the economic surprise index for the major economies has surged in recent months. Our global LEI remains in a strong uptrend and its diffusion index shifted back into positive territory, having experiencing a worrisome dip into negative territory earlier this year. We expect the global growth upturn will persist for at least the next year. The U.S. will be the first major economy to enter the next recession, although this should not occur until 2019. It is thus too early to expect the equity market to begin to anticipate the associated downturn in profit growth. Earnings: Japan A Star Performer It is still early days in the Q3 earnings season, but the mini cyclical rebound from the 2015/16 profit recession in the major economies is still playing out. The bright spots at the global level outside of energy are industrials, materials, technology and consumer staples (Chart I-3). All four are benefitting from strengthening top line growth and rising operating margins. Chart I-2Upbeat Global Economic Indicators Upbeat Global Economic Indicators Upbeat Global Economic Indicators Chart I-3Global Earnings By Sector Global Earnings By Sector Global Earnings By Sector The U.S. is further advanced in the mini-cycle and EPS growth is near its peak on a 4-quarter moving total basis. The expected topping out in profit growth is more a reflection of challenging year-on-year comparisons than a deterioration in the underlying fundamentals. The hurricanes will take a bite out of third quarter earnings, but this effect will be temporary. Moreover, oil prices are turbocharging earnings in the energy patch and we expect this to continue. Our commodity strategists recently lifted their 2018 target price for both Brent and WTI to $65/bbl and $63/bbl, respectively. The global uptick in GDP growth, along with continued production discipline from OPEC 2.0 are the principal drivers of our revised outlook. We expect the fortuitous combination of fundamentals to accelerate the drawdown in oil inventories globally, which also will be supportive for prices. While U.S. financials stocks have cheered the prospects that Congress may pass a tax bill sometime in early 2018, sell-side analysts have been brutally downgrading financial sector EPS estimates. This has dealt a blow to net earnings revisions in the sector. Expected hurricane-related losses are probably the main culprit, especially in the insurance sector. Nonetheless, our equity sector strategists argue that such indiscriminate downgrades are unwarranted, and we would lean against such pessimism.2 Recent profit results corroborate our positive sector bias, although we are still early in the earnings season. European profits will suffer to some extent in the third quarter due to the lagged effects of previous euro strength. The same will be true in the fourth quarter, although we expect this headwind to diminish early in 2018. That leaves Japan as the star profit performer among the majors in the near term. The recent surge in foreign flows into the Japanese market suggests that global investors are beginning to embrace the upbeat EPS story. Abe's election win in October means that the current monetary stance will remain in place. The ruling LDP's shift away from austerity (e.g. abandoning the primary balance target) may also be lifting growth expectations. A Return To The Great Moderation? Chart I-4Market Correlation And The ERP bca.bca_mp_2017_11_01_s1_c4 bca.bca_mp_2017_11_01_s1_c4 A lot of the good news is already discounted in equity prices. The depressed level of the VIX and the drop in risk asset correlations this year signal significant complacency. Large institutional investors are reportedly selling volatility and thus dampening vol across asset classes. But there is surely more to it. It appears that investors believe we have returned to the pre-Lehman period between 1995 and 2006 when the Great Moderation in macro volatility contributed to low correlations among stocks within the equity market (Chart I-4). The idea is that low perceived macroeconomic volatility during that period had diminished the dispersion of growth and inflation forecasts, thereby trimming the variance of interest rate projections. This allowed equity investors to focus on alpha rather than beta, given less uncertainty about the macro outlook. Of course, the Great Recession and financial market crisis brought the Great Moderation to a crashing end. Correlations rocketed up and investors demanded a higher equity risk premium to hold stocks. Today, dispersion in the outlooks for growth and interest rates have fallen back to pre-Lehman levels, helping to explain the low levels of implied volatility and correlation in the equity market (Chart I-5). Some of this can be justified by fundamentals. The onset of a broadly-based global expansion phase has likely calmed lingering fears that the global economy is constantly teetering on the edge of the abyss. Investor uncertainty regarding economic policy has moderated as well (bottom panel). Historically, implied volatility tended to fall during previous periods when global industrial production was strong and global earnings were rising across a broad swath of countries (Chart I-6). Our U.S. Equity Sector Strategy service points out that, during the later stages of the cycle, equity sector correlations tend to fall as earnings fundamentals become more important performance drivers and sector differentiation generates alpha, as the broad market enters the last stage of the bull market. Similarly, the VIX can fluctuate at low levels for an extended period when global growth is broadly based. Chart I-5A Less Uncertain Macro Outlook? A Less Uncertain Macro Outlook? A Less Uncertain Macro Outlook? Chart I-6Broad-Based Growth Lower Implied Volatility Broad-Based Growth Lower Implied Volatility Broad-Based Growth Lower Implied Volatility Still, current levels of equity market correlation and the VIX are unnerving given a plethora of potential geopolitical crises and the pending unwinding of the Fed's balance sheet. Moreover, any meaningful pickup in inflation would upset the 'low vol' applecart. Table I-1 shows the drop in the S&P 500 index during non-recession periods when the VIX surges by more than 10% in a 13-week period. The equity price index fell by an average of 7% during the nine episodes, with a range of -3.6 to -18.1%. Table I-1Episodes When VIX Spiked November 2017 November 2017 The Equity Risk Premium Chart I-7Still Some Value In High-Yield Still Some Value In High-Yield Still Some Value In High-Yield On a positive note, the equity risk premium (ERP) is not overly depressed. There are many ways to define the ERP, but we present it as the 12-month forward earnings yield minus the 10-year Treasury yield in Chart I-4. It has fallen from about 760 basis points in 2011 to 310 basis points today. We do not believe that the ERP can return to the extremely low levels of 1990-2000. At best, the ERP may converge with the level that prevailed during the last equity bull market, from 2003-2007 (about 200 basis points). The current forward earnings yield is 550 basis points and the 10-year Treasury yield is 2.4%. The ERP would need to fall by 110 basis points to get back to the 2% equilibrium. This convergence can occur through some combination of a lower earnings yield or higher bond yield. If the 10-year yield is assumed to peak in this cycle at about 3% (our base case), then this leaves room for the earnings yield to fall by 50 basis points. This would boost the forward earnings multiple from 18 to 20. However, a rise in the 10-year yield to 3½% would leave no room for multiple expansion. We are not betting on any further multiple expansion but the point is that stocks at least have some padding in the event that bond yields adjust higher in a gradual way. It is the same story for speculative-grade bonds, which are not as expensive as they seem on the surface. The average index OAS is currently 326 bps, only about 100 bps above its all-time low. However, junk value appears much more attractive once the low default rate is taken into account. Chart I-7 presents the ex-post default-adjusted spreads, along with our forecast based on unchanged spreads and our projection for net default losses over the next year. The spread padding offered by the high-yield sector is actually reasonably good by historical standards, assuming there is no recession over the next year. We are not banking on much spread tightening from here, which means that high-yield is largely a carry trade now. Nonetheless, given a forecast for the default and recovery rate, we expect U.S. high-yield excess returns to be in the range of 2% and 5% (annualized) over the next 6-12 months. The bottom line is that the positive growth backdrop does not rule out a correction in risk assets, especially given rich valuations. But at least the profit, default and growth figures will remain a tailwind in the near term. The main risk is a breakout in inflation, which financial markets are not priced for. Inflation And Hidden Slack The September CPI report did little to buttress the FOMC's view that this year's inflation pullback is temporary. The report disappointed expectations again with core CPI rising only 0.13% month-over-month. For context, an environment where inflation is well anchored around the Fed's target would be consistent with core CPI prints of 0.2% every month, roughly 2.4% annualized. The inflation debate continues to rage inside and outside the Fed as to whether the previous relationship between inflation and growth have permanently changed, whether low inflation simply reflects long lags, or whether it will require tighter labor markets in this business cycle to fuel wage and price pressures. We back the latter two of these three explanations but, admittedly, predicting exactly when inflation will pick up is extremely difficult and we must keep an open mind. A Special Report in the October IMF World Economic Outlook sheds some light on this vexing issue.3 Their work suggests that the deceleration in wage growth in the post-Lehman period in the OECD countries can largely be explained by traditional macro factors: weak productivity growth, lower inflation expectations and labor market slack. The disappointing productivity figures alone account for two-thirds of the drop in wage growth. However, a key point of the research is that the headline unemployment figures are not as good a measure of labor market slack as they once were. This is because declining unemployment rates partly reflect workers that have been forced into part-time jobs, referred to as involuntary part-time employment (IPT). The rise in IPT employment could be associated with automation, the growing importance of the service sector, and a diminished and more uncertain growth outlook that is keeping firms cautious. The IMF's statistical analysis suggests that the number of involuntary part-time workers as a share of total employment (IPT ratio) is an important measure of slack that adds information when explaining the decline in wage growth. Historically, each one percentage point rise in the IPT ratio trimmed wage growth by 0.3 percentage points. Chart I-8 and Chart I-9 compare the unemployment rate gap (unemployment rate less the full-employment estimate) with the deviation in the IPT ratio from its 2007 level. The fact that the IPT ratio has had an upward trend since 2000 in many countries makes it difficult to identify a level that is consistent with full employment. Nonetheless, the change in this ratio since 2007 provides a sense of how much "hidden slack" the Great Recession generated due to forced part-time employment. Chart I-8Measures Of Labor Market Slack (I) Measures Of Labor Market Slack (I) Measures Of Labor Market Slack (I) Chart I-9Measures Of Labor Market Slack (II) Measures Of Labor Market Slack (II) Measures Of Labor Market Slack (II) For the OECD as a whole, labor market slack has been fully absorbed based on the unemployment gap. However, the IPT ratio was still elevated at the end of 2016 (latest data available), helping to explain why wage growth has remained so depressed across most countries. The IPT ratio is still above its 2007 level in three-quarters of the OECD countries. Of course, there is dispersion across countries. Japan has no labor market slack by either measure. In the U.S., the unemployment gap has fallen into negative territory, but only about half of the post-2007 rise in the IPT ratio has been unwound. For the Eurozone, the U.K. and Canada, the unemployment gap is close to zero (or well into negative territory in the U.K.). Nonetheless, little of the under-employment problem in these economies has been absorbed based on the IPT ratio. Our discussion in last month's report highlighted the importance of the global output gap in driving inflation in individual countries. Consistent with this, the IMF finds that there have been important spillover effects related to labor market slack, especially since 2007. This means that wage growth can be held down even in countries where slack has disappeared because of the existence of a surplus of available labor in their trading partners. Phillips Curve Is Not Dead That said, we still believe that the U.S. is at a point in the cycle when inflationary pressures should begin to build, even in the face of persisting labor market slack at the global level. Chart I-10 shows the ECI and the Atlanta Fed wage tracker, which are the best measures of wages because they are less affected by composition effects. Both have moved higher along with measures of labor market tightness. Wage and consumer price inflation have ebbed this year, but when we step back and look at it over a longer timeframe, the Phillips curve still appears to be broadly operating. Moreover, inflation is a lagging indicator. Table I-2 splits the post-war U.S. business cycles into short, medium, and long buckets based on the length of the expansion phase. It presents the number of months from when full employment was reached to the turning point for consumer price inflation in each expansion. There was a wide variation in this lag in the short- and medium-length expansions, but the lags were short on average. Chart I-10Phillips Curve Still (Weakly) Operating Phillips Curve Still (Weakly) Operating Phillips Curve Still (Weakly) Operating Table I-2Inflation Reacts With A Lag November 2017 November 2017 It is a different story for long expansions, where the lag averaged more than two years. We have pointed out in the past that it takes longer for inflation pressures to reveal themselves when the economy approaches full employment gradually, in contrast to shorter expansions when momentum is so strong the demand crashes into supply constraints. The fact that U.S. unemployment rate has only been below the estimate of full employment for eight months in this expansion suggests that perhaps we and the Fed are just being too impatient in waiting for the inflection point. Turning to Europe, the IPT ratio confirms the ECB's view that there is an abundance of under-employment, despite the relatively low unemployment rate. This suggests that the Eurozone remains behind the U.S. in the economic cycle. As expected, the ECB announced a tapering in its asset purchase program to take place next year. While policymakers are backing away from QE in the face of healthy growth and a shrinking pool of bonds to purchase, they will continue to emphasize that rate hikes are a long way off in order to avoid a surge in the euro and an associated tightening in financial conditions. U.S./Eurozone bond yield spreads are still quite wide by historical standards and thus it is popular to bet on spread narrowing and a stronger euro/weaker dollar. However, some narrowing in short-term rate spreads is already discounted based on the OIS forward curve (Chart I-11). The real 5-year, 5-year forward OIS spread - the market's expectation of how much higher U.S. real 5-year rates will be in five years' time relative to the euro area - stands at about 70 basis points. This spread is not wide by historical standards, and thus has room to widen again if market expectations for the fed funds rate moves up toward the Fed's 'dot plot' over the next 6-12 months. While market pricing for the ECB policy rate path appears about right in our view, market expectations for rate hikes in the U.S. are too complacent. This implies that long-term spreads could widen in favor of the U.S. dollar over the coming months, especially if U.S. growth accelerates while euro area growth cools off a bit. The fact the U.S. economic surprise index has turned positive is early evidence that this process may have already begun. Moreover, the starting point is that the dollar has been weaker than interest rate differentials warrant, such that there is some room for the dollar to 'catch up', even if interest rate differentials do not move (Chart I-12). We see EUR/USD falling to 1.15 by the end of the year. Chart I-11Room For U.S./Eurozone Spreads To Widen... Room For U.S./Eurozone Spreads To Widen... Room For U.S./Eurozone Spreads To Widen... Chart I-12...Giving The Dollar A Lift ...Giving The Dollar A Lift ...Giving The Dollar A Lift A New Fed Chair? Our forecast for yield spreads and currencies is not overly affected by the choice of Fed Chair for next year. President Trump's meeting with academic John Taylor reportedly went well, but we think the President will prefer someone with a less hawkish bent. Keeping Chair Yellen is an option, but she has strong views on financial sector regulation that Trump does not like. The prevailing wisdom is that Jerome Powell is a moderate who is only slightly more hawkish than Yellen. But the truth is that we don't really know where he stands because he has no academic publication record and has generally steered clear of taking bold views on monetary policy. In any event, the organizational structure of the Fed makes it impossible for the chair to run roughshod over other FOMC members. This suggests that no matter who is selected, the general thrust of monetary policy will not change radically next year. As discussed above, uncertainty is elevated, but our base case sees inflation rising enough in the coming months for the Fed to maintain their 'dot plot' forecast. The market and the Fed are correct to 'look through' the near-term growth hit from the hurricanes, to the rebound that always follows the destruction. The U.S. housing sector is a little more worrying because some softness was evident even before the hurricanes hit. Since the early 1960s, a crest in housing led the broader economic downturn by an average of seven quarters. Nonetheless, we continue to expect that the housing soft patch does not represent a peak for this cycle. Residential investment should provide fuel to the economy for at least the next two years as pent up demand is worked off, related to depressed household formation since the 2008 financial crisis. Affordability will still be favorable even if mortgage rates were to rise by another 100 basis points (Chart I-13). Robust sentiment in the homebuilder sector in October confirms that the hurricane setback in housing starts is temporary. China And Base Metals Turning to China, economic momentum is on the upswing. Real-time measures of economic activity such as electricity production, excavator sales, and railway freight traffic are all growing at double-digit rates, albeit down from recent peak levels (Chart I-14). Various price indexes also reveal a fairly broadly-based inflation pickup to levels that will unnerve the authorities. Growth will likely slow in 2018 as policymakers continue to pare back stimulus. We do not foresee a substantial growth dip next year, but it could be hard on base metals prices. Chart I-13Housing Affordability Outlook Housing ##br##Affordability Under Various Rate Assumptions Housing Affordability Outlook Housing Affordability Under Various Rate Assumptions Housing Affordability Outlook Housing Affordability Under Various Rate Assumptions Chart I-14China: Healthy ##br##Growth Indicators China: Healthy Growth Indicators China: Healthy Growth Indicators Policy shifts discussed in Chinese President Xi's speech in October to the Party Congress are also negative for metals prices in the medium term. The speech provided a broad outline of goals to be followed by concrete policy initiatives at the National People's Congress (NPC) in March 2018. He emphasized that policy will tackle inequality, high debt levels, overcapacity and pollution. Globalization will also remain a priority of the government. The supply side reforms required to meet these goals will be positive in the long run, but negative for growth in the short run. Restructuring industry, deleveraging the financial sector and fighting smog will all have growth ramifications. The government could use fiscal stimulus to offset the short-term hit to growth. However, while overall growth may not slow much, the shift away from an investment-heavy, deeply polluting growth model, will undermine the demand for base metals. Our commodity strategists also highlight the supply backdrop for most base metals is not supportive of an extended rally in prices. The implication is that investors who are long base metals should treat it as a trade rather than a strategic position. Despite our expectation that policy will continue to tighten, we believe that investors should overweight Chinese stocks relative to other EM markets. Investment Conclusions: Our base case remains that global growth will stay reasonably firm in 2018, although the composition of that growth will shift towards the U.S. thanks to the lagged effects of the easing in U.S. financial conditions that has taken place this year and the likelihood of some fiscal stimulus next year. The U.S. Congress has drawn closer to approving a budget resolution for fiscal 2018 that would pave the way for tax legislation to reach President Donald Trump's desk by the end of the first quarter of next year. Surveys show that investors have all but given up on the prospect of tax cuts, which means that it will be a positive surprise if it finally arrives (as we expect). Positive U.S. economic growth surprises and the disappearing output gap will allow the Fed to raise rates more than is discounted by the markets, providing a lift to the dollar and widening U.S. yield spreads relative to its trading partners. The momentum in profit growth, however, will favor Japan relative to the U.S. and Europe. Investors should favor Japanese equities and hedge the currency risk. There is still more upside for oil prices, but we are not playing the rally in base metals. The Chinese economy is performing well at the moment, but ample base metal supply and a rising dollar argue against a substantial price rise from current levels. Emerging market equities should underperform the developed markets due to a rising U.S. dollar and the largely sideways path for base metals. Our macro and profit views are consistent with cyclicals outperforming defensive stocks. Investors should also continue to bet on higher inflation expectations and be overweight corporate bonds (relative to governments) in the major developed fixed-income markets. Our base-case outlook implies that it is too early to fully retreat from risk assets and prepare for the next recession. Nonetheless, the market has entered a late-cycle phase. Calm macro readings and still-easy monetary policy have generated signs of froth. Investors appear to have shed fears of secular stagnation, and have embraced a return to a lackluster-growth version of the Great Moderation. Low levels of market correlation and implied volatility can perhaps be justified, but only if there are no financial accidents on the horizon and any rise in inflation is gradual enough to keep the bond vigilantes at bay. Upside inflation surprises would destabilize the three-legged stool supporting risk assets, especially at a time when the Fed is shrinking its balance sheet. Black Monday is a reminder that major market pullbacks can occur even when the economic outlook is bright. Thus, investors with less tolerance for risk should maintain an extra cash buffer to protect against swoons, and to ensure that they have dry powder to exploit them when they materialize. Mark McClellan Senior Vice President The Bank Credit Analyst October 26, 2017 Next Report: November 20, 2017 1 Please see BCA Special Report, "Black Monday, Thirty Years On: Revisiting The First Modern Global Financial Crisis," October 19, 2017, available at bca.bcaresearch.com 2 Please see BCA U.S. Equity Strategy Weekly Report, "Banks Hold The Key," October 24, 2017, available at uses.bcaresearch.com 3 Recent Wage Dynamics In Advanced Economies: Drivers And Implications. Chapter 2, IMF World Economic Outlook. October 2017. II. Three Demographic Megatrends Dear Client, This month's Special Report is written by my colleague, Peter Berezin, Chief Global Strategist. Peter highlights three key demographic trends that will shape financial markets in the coming decades. His non-consensus conclusions include the idea that demographic trends will be negative for both bonds and equities over the long haul, in part because the trends are inflationary. Moreover, continuing social fragmentation will not be good for business. Mark McClellan Megatrend #1: Population Aging. Aging has been deflationary over the past few decades, but will become inflationary over the coming years. Megatrend #2: Global Migration. International migration has the potential to lift millions out of poverty while boosting global productivity. However, if left unmanaged, it poses serious risks to economic stability. Megatrend #3: Social Fragmentation. Rising inequality, cultural self-segregation, and political polarization are imperilling democracy and threatening free-market institutions. On balance, these trends are likely to be negative for both bonds and equities over the long haul. In today's increasingly short-term oriented world, it is easy to lose track of megatrends that are slowly shifting the ground under investors' feet. In this report, we tackle three key social/demographic trends. Chart II-1Our Aging World Our Aging World Our Aging World Megatrend #1: Population Aging Fertility rates have fallen below replacement levels across much of the planet. This has resulted in aging populations and slower labor force growth (Chart II-1). In the standard neoclassical growth model, a decline in labor force growth pushes down the real neutral rate of interest, r*. This happens because slower labor force growth causes the capital stock to increase relative to the number of workers, resulting in a lower rate of return on capital.1 The problem with this model is that it treats the saving rate as fixed.2 In reality, the saving rate is likely to adjust to changes in the age composition of the workforce. Initially, as the median age of the population rises, aggregate savings will increase as more people move into their peak saving years (ages 30 to 50). This will put even further downward pressure on the neutral rate of interest. Eventually, however, savings will fall as these very same people enter retirement. This, in turn, will lead to a higher neutral rate of interest. If central banks drag their feet in raising policy rates in response to an increase in r*, monetary policy will end up being too stimulative. As economies overheat, inflation will pick up, leading to higher long-term nominal bond yields. Contrary to popular belief, spending actually increases later in life once health care costs are included in the tally (Chart II-2). And despite all the happy talk about how people will work much longer in the future, the unfortunate fact is that the percentage of American 65 year-olds who are unable to lead active lives because of health care problems has risen from 8.8% to 12.5% over the past 10 years (Chart II-3). Cognitive skills among 65 year-olds have also declined over this period. We are approaching the inflection point where demographic trends will morph from being deflationary to being inflationary. Globally, the ratio of workers-to-consumers - the so-called "support ratio" - has peaked after a forty-year ascent (Chart II-4). As the support ratio declines, global savings will fall. To say that global saving rates will decline is the same as saying that there will be more spending for every dollar of income. Since global income must sum to global GDP, this implies that global spending will rise relative to production. That is likely to be inflationary. Chart II-2Savings Over The Life Cycle Savings Over The Life Cycle Savings Over The Life Cycle Chart II-3Climbing Those Stairs Is ##br##Getting More And More Difficult November 2017 November 2017 Chart II-4The Ratio Of Workers To ##br##Consumers Has Peaked The Ratio Of Workers To Consumers Has Peaked The Ratio Of Workers To Consumers Has Peaked The projected evolution of support ratios varies across countries. The most dramatic change will happen in China. China's support ratio peaked a few years ago and will fall sharply during the coming decade. Nearly one billion Chinese workers entered the global labor force during the 1980s and 1990s as the country opened up to the rest of the world. According to the UN, China will lose over 400 million workers over the remainder of the century (Chart II-5). If the addition of millions of Chinese workers to the global labor force was deflationary in the past, their withdrawal will be inflationary in the future. The fabled "Chinese savings glut" will eventually dry up. Chart II-5China On Course To Lose More ##br##Than 400 Million Workers China On Course To Lose More Than 400 Million Workers China On Course To Lose More Than 400 Million Workers Rising female labor force participation rates have blunted the effect of population aging in Europe and Japan. This has allowed the share of the population that is employed to increase over the past few decades. However, as female participation stabilizes and more people enter retirement, both regions will also see a rapid decline in saving rates. This could lead to a deterioration in their current account balances, with potential negative implications for the yen and the euro. Population aging is generally bad news for equities. The slower expansion in the labor force will reduce the trend GDP growth. This will curb revenue growth, and by extension, earnings growth. To make matter worse, to the extent that lower savings rates lead to higher real interest rates, population aging could reduce the price-earnings multiple at which stocks trade. This could be further exacerbated by the need for households to run down their wealth as they age, which presumably would include the sale of equities. Megatrend #2: Global Migration Economist Michael Clemens once characterized the free movement of people across national boundaries as a "trillion-dollar bill" just waiting to be picked up from the sidewalk.3 Millions of workers toil away in poor countries where corruption is rife and opportunities for gainful employment are limited. Global productivity levels would rise if they could move to rich countries where they could better utilize their talents. Academic studies suggest that less restrictive immigration policies would do much more to raise global output than freer trade policies. In fact, several studies have concluded that the removal of all barriers to labor mobility would more than double global GDP (Table II-1). The problem is that many migrants today are poorly skilled. While they can produce more in rich countries than they can back home, they still tend to be less productive than the average native-born worker. This can be especially detrimental to less-skilled workers in rich countries who have to face greater competition - and ultimately, lower wages - for their labor. Chart II-6 shows that the share of U.S. income accruing to the top one percent of households has closely tracked the foreign-born share of the population. Table II-1Economic Benefits Of Open Borders November 2017 November 2017 Chart II-6Immigration Versus Income Distribution Immigration Versus Income Distribution Immigration Versus Income Distribution Low-skilled migration can also place significant strains on social safety nets. These concerns are especially pronounced in Europe. The employment rate among immigrants in a number of European countries is substantially lower than for the native-born population (Chart II-7). For example, in Sweden, the employment rate for immigrant men is about 10 percentage points lower than for native-born men. For women, the gap is 17 points. The OECD reckons that a typical 21-year old immigrant to Europe will contribute €87,000 less to public coffers in the form of lower taxes and higher welfare benefits than a non-immigrant of the same age (Chart II-8). Chart II-7Low Levels Of Immigrant Labor Participation In Parts Of Europe November 2017 November 2017 Chart II-8Immigration Is Straining Generous ##br##European Welfare States November 2017 November 2017 All of this would matter little if the children of today's immigrants converged towards the national average in terms of income and educational attainment, as has usually occurred with past immigration waves. However, the evidence that this is happening is mixed. While there is a huge amount of variation within specific immigrant communities, on average, some groups have fared better than others. The children of Asian immigrants to the U.S. have tended to excel in school, whereas college completion rates among third-generation-and-higher, self-identified Hispanics are still only half that of native-born non-Hispanic whites (Chart II-9). Across the OECD, second generation immigrant children tend to lag behind non-immigrant students, often by substantial margins (Chart II-10). Chart II-9Hispanic Educational Attainment Lags Behind November 2017 November 2017 Chart II-10Worries About Immigrant Assimilation November 2017 November 2017 Immigration policies that place emphasis on attracting skilled migrants would mitigate these concerns. While such policies have been adopted in a number of countries, they have often been opposed by right-leaning business groups that benefit from cheap and abundant labor and left-leaning political parties that want the votes that immigrants and their descendants provide. Humanitarian concerns also make it difficult to curtail migration, especially when it is coming from war-torn regions. Chart II-11The Projected Expansion ##br##In Sub-Saharan Population The Projected Expansion In Sub-Saharan Population The Projected Expansion In Sub-Saharan Population Europe's migration crisis has ebbed in recent months but could flare up at any time. In 2004, the United Nations estimated that sub-Saharan Africa's population will increase to 2 billion by the end of the century, up from one billion at present. In its 2017 revision, the UN doubled its projection to 4 billion. Nigeria's population is expected to rise to nearly 800 million by 2100; Congo's will soar to 370 million; Ethiopia's will hit 250 million (Chart II-11). And even that may be too conservative because the UN assumes that the average number of births per woman in sub-Saharan Africa will fall from 5.1 to 2.2 over this period. For investors, the possibility that migration flows could become disorderly raises significant risks. For one, low-skill migration could also cause fiscal balances to deteriorate, leading to higher interest rates. Moreover, as we discuss in greater detail below, it could propel more populist parties into power. This is a particularly significant worry for Europe, where populist parties have often pursued business-sceptic, anti-EU agendas. Megatrend #3: Social Fragmentation In his book "Bowling Alone," Harvard sociologist Robert Putnam documented the breakdown of social capital across America, famously exemplified by the decline in bowling leagues.4 There is no single explanation for why communal ties appear to be fraying. Those on the left cite rising income and wealth inequality. Those on the right blame the welfare state and government policies that prioritize multiculturalism over assimilation. Conservative commentators also argue that today's cultural elites are no longer interested in instilling the rest of society with middle-class values. As a result, behaviours that were once only associated with the underclass have gone mainstream.5 Technological trends are exacerbating social fragmentation. Instead of bringing people together, the internet has allowed like-minded people to self-segregate into echo chambers where members of the community simply reinforce what others already believe. It is thus no surprise that political polarization has grown by leaps and bounds (Chart II-12). When people can no longer see eye to eye, established institutions lose legitimacy. Chart II-13 shows that trust in the media has collapsed, especially among right-leaning voters. Perhaps most worrying, support for democracy itself has dwindled around the world (Chart II-14). Chart II-12U.S. Political Polarization: Growing Apart November 2017 November 2017 Chart II-13The Erosion Of Trust In Media November 2017 November 2017 It would be naïve to think that the public's rejection of the political establishment will not be mirrored in a loss of support for the business establishment. The Democrats "Better Deal" moves the party to the left on many economic issues. Nearly three-quarters of Democratic voters believe that corporations make "too much profit," up from about 60% in the 1990s (Chart II-15). Chart II-14Who Needs Democracy When You Have Tinder? November 2017 November 2017 Chart II-15People Versus Companies November 2017 November 2017 The share of Republican voters who think corporations are undertaxed has stayed stable in the low-40s, but this may not last much longer. Wall Street, Silicon Valley, and the rest of the corporate establishment tend to lean liberal on social issues and conservative on economic ones - the exact opposite of a typical Trump voter. If Trump voters abandon corporate America, this will leave the U.S. without any major party actively pushing a pro-business agenda. That can't be good for profit margins. The fact that social fragmentation is on the rise casts doubt on much of the boilerplate, feel-good commentary written about the "sharing economy." For starters, the term is absurd. Uber drivers are not sharing their vehicles. They are using them to make money. Both passengers and drivers can see one another's ratings before they meet. This reduces the need for trust. As trust falls, crime rises. The U.S. homicide rate surged by 20% between 2014 and 2016 according to a recent FBI report.6 In Chicago, the murder rate jumped by 86%. In Baltimore, it spiked by 52%. Chart II-16 shows that violent crime in Baltimore has remained elevated ever since riots gripped the city in April 2015. The number of homicides in New York, whose residents tend to support more liberal policing standards for cities other than their own, has remained flat, but that is unlikely to stay the case if crime is rising elsewhere. The multi-century decline in European homicide rates also appears to have ended (Table II-2). Much has been written about how millennials are flocking to cities to enjoy the benefits of urban life. But this trend emerged during a period when urban crime rates were falling. If that era has ended, urban real estate prices could suffer tremendously. It is perhaps not surprising that the increase in crime rates starting in the 1960s was mirrored in rising inflation (Chart II-17). If governments cannot even maintain law and order, how can they be trusted to do what it takes to preserve the value of fiat money? The implication is that greater social instability in the future is likely to lead to lower bond prices and a higher equity risk premium. Chart II-16Do You Still Want To Move Downtown? November 2017 November 2017 Table II-2Crime Rates Are Creeping Higher In Europe November 2017 November 2017 Chart II-17Homicides And Inflation Homicides And Inflation Homicides And Inflation Peter Berezin Chief Global Strategist Global Investment Strategy November 2017 November 2017 2 Another problem with the neoclassical model is that it assumes perfectly flexible wages and prices. This ensures that the economy is always at full employment. Thus, if the saving rate rises, investment is assumed to increase to fully fill the void left by the decline in consumption. In the real world, the opposite tends to happen: When households reduce consumption, firms invest less, not more, in new capacity. One of the advantages of the traditional Keynesian framework is that it captures this reality. And interestingly, it also predicts that aging will be deflationary at first, but will eventually become inflationary. Initially, slower population growth reduces the need for firm to expand capacity, causing investment demand to fall. Aggregate savings also rises, as more people move into their peak saving years. Globally, savings must equal investment. If desired investment falls and desired savings rises, real rates will increase. At the margin, higher real rates will discourage investment and encourage saving, thus ensuring that the global savings-investment identity is satisfied. As savings ultimately begins to decline as more people retire, the equilibrium real rate of interest will rise again. 3 Michael A. Clemens, "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?" Journal of Economic Perspectives Vol. 25, no.3, pp. 83-106 (Summer 2011). 4 Robert D. Putnam, "Bowling Alone: The Collapse And Revival Of American Community," Simon and Schuster, 2001. 5 Charles Murray has been a leading proponent of this argument. Please see "Coming Apart: The State Of White America, 1960-2010," Three Rivers Press, 2013. 6 Federal Bureau of Investigation, "Crime In The United States 2016" (Accessed October 25, 2017). III. Indicators And Reference Charts Global equity markets partied in October on solid earnings and economic growth figures, and the rising chances of a tax cut in the U.S. among other bullish developments. The Nikkei has been particularly strong in local currency terms following the re-election of Abe. Our equity indicators remain upbeat on the whole, although the rally is looking stretched by some measures. The BCA monetary indicator is hovering at a benign level. Implied equity volatility is very low, investor sentiment is frothy and our Speculation Indicator is elevated. These suggest that a lot of good news is already discounted. Our valuation indicator is also closing in on the threshold of overvaluation at one standard deviation. Our technical indicator is rolling over, although it needs to fall below the zero line to send a 'sell' signal. On a constructive note, the solid rise in earnings-per-share is likely to continue in the near term, based on positive earnings surprises and the net revisions ratio. Moreover, our new Revealed Preference Indicator (RPI) continued on its bullish equity signal in September for the third consecutive month. We introduced the RPI in the July report. It combines the idea of market momentum with valuation and policy measures. It provides a powerful bullish signal if positive market momentum lines up with constructive signals from the policy and valuation measures. Conversely, if constructive market momentum is not supported by valuation and policy, investors should lean against the market trend. Our Willingness-to-Pay (WTP) indicators are also bullish on stocks in the U.S., Europe and Japan. These indicators track flows, and thus provide information on what investors are actually doing, as opposed to sentiment indexes that track how investors are feeling. The U.S. and European WTPs rose in October after a brief sideways move in previous months, suggesting that equity flows have turned more constructive. But the Japanese WTP is outshining the others. Given that the Japanese WTP is rising from a low level, it suggests that there is more 'dry powder' available to purchase Japanese stocks, especially relative to the U.S. market. We favor Japanese stocks relative to the other two markets in local currency terms, as highlighted in the Overview section. Oversold conditions for the U.S. dollar have now been absorbed based on our technical indicator, but there is plenty of upside for the currency before technical headwinds begin to bite. The greenback looks expensive based on PPP, but is less so on other measures. We are positive in the near term. Our composite technical indicator for U.S. Treasurys has moved above the zero line, but has not reached oversold territory. Bond valuation is close to fair value based on our long-standing valuation model. These factors suggest that yields have more upside potential before meeting resistance. Other models that specifically incorporate global economic factors suggest that the 10-year Treasury is still about 20 basis points on the expensive side. Stay below benchmark in duration. EQUITIES: Chart III-1U.S. Equity Indicators U.S. Equity Indicators U.S. Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3U.S. Equity Sentiment Indicators U.S. Equity Sentiment Indicators U.S. Equity Sentiment Indicators Chart III-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator Chart III-5U.S. Stock Market Valuation U.S. Stock Market Valuation U.S. Stock Market Valuation Chart III-6U.S. Earnings U.S. Earnings U.S. Earnings Chart III-7Global Stock Market ##br##And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market ##br##And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance FIXED INCOME: Chart III-9U.S. Treasurys And Valuations U.S. Treasurys and Valuations U.S. Treasurys and Valuations Chart III-10U.S. Treasury Indicators U.S. Treasury Indicators U.S. Treasury Indicators Chart III-11Selected U.S. Bond Yields Selected U.S. Bond Yields Selected U.S. Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13U.S. Corporate Bonds And Health Monitor U.S. Corporate Bonds And Health Monitor U.S. Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets CURRENCIES: Chart III-16U.S. Dollar And PPP U.S. Dollar And PPP U.S. Dollar And PPP Chart III-17U.S. Dollar And Indicator U.S. Dollar And Indicator U.S. Dollar And Indicator Chart III-18U.S. Dollar Fundamentals U.S. Dollar Fundamentals U.S. Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning ECONOMY: Chart III-28U.S. And Global Macro Backdrop U.S. And Global Macro Backdrop U.S. And Global Macro Backdrop Chart III-29U.S. Macro Snapshot U.S. Macro Snapshot U.S. Macro Snapshot Chart III-30U.S. Growth Outlook U.S. Growth Outlook U.S. Growth Outlook Chart III-31U.S. Cyclical Spending U.S. Cyclical Spending U.S. Cyclical Spending Chart III-32U.S. Labor Market U.S. Labor Market U.S. Labor Market Chart III-33U.S. Consumption U.S. Consumption U.S. Consumption Chart III-34U.S. Housing U.S. Housing U.S. Housing Chart III-35U.S. Debt And Deleveraging U.S. Debt And Deleveraging U.S. Debt And Deleveraging Chart III-36U.S. Financial Conditions U.S. Financial Conditions U.S. Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China Mark McClellan Senior Vice President The Bank Credit Analyst