Fixed Income

Highlights Growth Scare: Despite the recent pickup in global equity market volatility, bond volatility remains subdued. Until there is more decisive evidence of a deeper pullback in global growth that is impacting the mighty U.S. economy, yields on government bonds - which remain overvalued in all major developed economies - will have difficulty falling much more even if equity markets continue to correct. Stay below benchmark on global duration exposure, while maintaining only a neutral allocation to global credit. Canada: The Bank of Canada remains on a hawkish path to a more neutral policy rate, even with the lingering concerns over household debt and global trade tensions. Stay underweight Canadian government bonds in hedged global bond portfolios. Feature Just like that other great October tradition, Halloween, market volatility has returned to spook investors. Both the MSCI All-Country World Index and S&P 500 index are officially in correction territory, down -10% from the highs reached in September. The causes for the pullback range from high-profile third quarter U.S. earnings disappointments to increased evidence that the U.S.-China tariff war is negatively impacting U.S. investment spending. Yet the reaction from global bond markets has been relatively muted for such a large pullback in stocks. Benchmark 10-year government bond yields for the major developed markets are down from their peaks, but the declines have been smaller in countries where central banks are in a rate hiking cycle (U.S. -14bps, Canada -19bps) relative to countries where central banks are on hold (Germany -20bps, U.K. -31bps). One possible reason for this discrepancy is that the downtrend in data surprises appears to have stabilized in the U.S. and, even more importantly, China, while European data continues to disappoint relative to expectations (Chart of the Week). Chart of the WeekNoisy Equities, Calm Bonds Noisy Equities, Calm Bonds Noisy Equities, Calm Bonds We still do not believe that global bond yields have peaked for the cycle. We continue to recommend a below-benchmark strategic bias on overall duration exposure, but with only a neutral allocation to global corporate bonds that favors U.S. credit. On a more shorter-term tactical basis, there is a risk that yields could decline further, with more credit spread widening than seen during the current risk-off episode, if economic data starts to disappoint in the U.S. where growth has so far been resilient. Staying up in credit quality within an allocation to U.S. corporates is one way to hedge against such an outcome. Bond Yields Are Normalizing, Bond Volatility Is Not The selloff in risk assets has resulted in a pickup in widely-followed market volatility measures like the U.S. VIX index. Yet when looking at the level of realized total return volatility across all major asset classes, the current bout of turbulence has been unimpressive outside of global equities. In Chart 2, we present an update of a chart from our 2018 global bond outlook report, showing the current levels of realized volatility across different asset class benchmarks compared to their historical ranges. The vertical lines in each chart represent the range between 1999 and 2017 of annualized monthly volatilities for global government bonds, credit, equities, currencies and commodities. The red triangles represent the most recent 13-week annualized volatilities for those same asset classes. What stands out in the chart is that volatilities are off the historical lows for global equities, Italian government bonds and industrial commodities, yet volatilities remain subdued for developed market government bonds, global corporate debt and currencies. Chart 2Bond Volatility Remains Subdued, Despite More Volatile Equities Can Bonds Come To The Rescue For Equities? Can Bonds Come To The Rescue For Equities? We have long argued that the shift to a structurally higher level of volatility across all asset classes will show up first with a rise in bond volatility. In the U.S., in particular, sustained periods of elevated volatility for both Treasuries (as measured by the MOVE index) and stocks (as measured by the VIX index) have occurred alongside episodes of greater variance in nominal GDP growth (Chart 3). When the latter rises, that also triggers more uncertainty about the future path of monetary policy which feeds into a rise in expected bond volatility. That, in turn, impacts volatility in growth sensitive assets like equities, credit and commodities. Chart 3Equity Vol Responding To Growth Uncertainty Equity Vol Responding To Growth Uncertainty Equity Vol Responding To Growth Uncertainty Right now, nominal GDP volatility has picked up in the U.S. but still remains low by historical standards (middle panel). Some of that increased growth volatility can be attributed to the Trump fiscal stimulus coming at a time of full employment, which has helped boost both real GDP growth and U.S. inflation. Interest rate markets have moved to discount more Fed hikes in response, but the Fed's steady pace of well-telegraphed, 25bps-per-quarter rate increases is likely acting to dampen Treasury market volatility. As we have written about extensively throughout the course of 2018, the hurdle for central banks (not just the Fed) to shift to a less hawkish or more dovish policy stance is much higher when unemployment is low and inflation is closer to central bank targets. In such an environment, the correlation between equity and bond returns should be weaker than during periods of excess capacity and low inflation when central banks can stay dovish. That can be seen in Chart 4, which plots the trailing 52-week correlation of total returns for equities and government bonds for the major developed markets (top panel), along with the 10-year market-based inflation expectations for each country (bottom panel). For almost all countries shown, the stock/bond correlation has risen to zero away from the negative correlations that dominated the post-crisis years. That move in correlations has occurred alongside a more stable backdrop for inflation expectations, which are much closer to central bank targets. The lone exception is, of course, Japan, where inflation remains disappointingly low and the Bank of Japan continues to keep a tight lid on interest rates. Chart 4More Stable Inflation Means Less Correlated Stock & Bond Returns More Stable Inflation Means Less Correlated Stock & Bond Returns More Stable Inflation Means Less Correlated Stock & Bond Returns Besides more stable inflation, another factor preventing yields from falling as much as implied by the declines in equity markets is that global bond yields remain overvalued relative to trend economic growth. One way to assess this is to look at the level of real bond yields relative to a moving average of actual GDP growth. We show this for the major developed economies in Charts 5 & 6, which plot rolling 3-year moving averages of real GDP growth (a proxy for "trend" or potential growth) versus real 5-year government bond yields, 5-years forward. For the latter, we take the nominal 5-year/5-year forward yield and subtract a five-year moving average of realized headline inflation for each country, rather than market-based inflation-linked instruments like CPI swaps or TIPS, to allow for a longer history of real yields in the charts. Chart 5Real Bond Yields Are Still Too Low ... Real Bond Yields Are Still Too Low... Real Bond Yields Are Still Too Low... Chart 6... Compared To Real Economic Growth ...Compared To Real Economic Growth ...Compared To Real Economic Growth For all countries show, real bond yields remain below the level of real growth. The gap between the two is smallest in the U.S. and Canada - unsurprising, as central bankers have been tightening monetary policy, and helping push up real interest rates, in both countries. Bonds look most overvalued in core Europe, Japan and Sweden where policymakers have been using negative interest rates and quantitative easing (QE) to hold down bond yields. Real yields in those countries are between 200-300bps below our proxy for trend real growth. With such a large gap between actual growth and interest rates, it becomes harder for policymakers to consider easing monetary policy, or at least slow the pace of policy normalization, in response to more volatile financial markets. It should not be a surprise that last week, during a period of global market turmoil, the European Central Bank and Sweden's Riksbank both signaled that they remain on pace to end QE and begin hiking interest rates within the next 6-12 months, while the Bank of Canada delivered another 25bp rate hike. In the absence of a VERY large global growth shock, global real yields should be expected to increase over at least the next year, and a defensive posture on global duration exposure should be maintained. One such shock could come from a deeper downturn in China than has already occurred in 2018, which would feed into a bigger slowdown in non-U.S. growth. Another shock could come from the U.S. if the recent pullback in core durable goods orders (Chart 7) is a sign that a) U.S. companies are becoming more worried about the impact of U.S.-China trade tariffs on global growth; and/or b) the impact of the Trump fiscal stimulus is already starting to fade. Such a move could be exacerbated by a larger downturn in housing activity than seen already in response to rising mortgage rates. Chart 7Treasuries Are Exposed To A U.S. Growth Scare Treasuries Are Exposed To A U.S. Growth Scare Treasuries Are Exposed To A U.S. Growth Scare These shocks, if large enough, could trigger a short-covering rally in U.S. Treasuries, where sentiment remains very depressed (bottom panel). However, with leading economic indicators still pointing to above trend U.S. growth, and with U.S. consumer spending holding firm alongside a tight labor market and faster wage growth, such a pullback in yields would likely be short-lived and difficult for investors to time successfully. Bottom Line: Despite the recent pickup in global equity market volatility, bond volatility remains subdued. Until there is more decisive evidence of a deeper pullback in global growth that is impacting the mighty U.S. economy, yields on government bonds - which remain overvalued in all major developed economies - will have difficulty falling much more even if equity markets continue to correct. Stay below benchmark on global duration exposure, while maintaining only a neutral allocation to global credit. Canada Update: The BoC Stays Hawkish The Bank of Canada (BoC) delivered another rate hike last week, lifting the policy rate by 25bps to 1.75%. The language used to explain the hike was surprisingly hawkish. In the press conference following the BoC meeting, Senior Deputy Governor Carolyn Wilkins noted that the policy rate remains negative in real terms and is still below the central bank's estimate of neutral (between 2.5% and 3.5%). She also noted that the term "gradual" was no longer used to describe the pace of monetary tightening, so as not to give the impression that policy was following a steady predetermined path similar to the Fed's tightening cycle - potentially, a sign that more hawkish surprises could be in the offing. The BoC also sounded more optimistic on the outlook for the Canadian economy, while sounding less concerned about the two factors that should cause the most worry - high consumer debt levels and uncertainty over global trade. The more upbeat tone is at odds with the current pace of economic growth in Canada, which has slowed. GDP growth has decelerated to 1.9% from 3.0% at the end of 2017, while the OECD's leading economic indicator for Canada is also in a downtrend (Chart 8). In the Monetary Policy Report (MPR) that was also released last week, the latest BoC forecasts for Canadian real GDP growth for 2019 and 2020 were essentially left unchanged. Chart 8Is The BoC's Growth Optimism Justified? Is The BoC's Growth Optimism Justified? Is The BoC's Growth Optimism Justified? The BoC noted that the composition of demand within the Canadian economy was shifting away from consumption and housing towards business investment and exports. That can be seen in the most recent data that shows sluggish consumer spending (middle panel) and rebounding export growth (bottom panel). The central bank attributes the softer path for consumption to its own interest rate increases and changes to housing market policies, both of which have forced households to adjust their spending patterns. That is evident in the sharp decline in house price growth, deceleration of household credit growth and the softening trends in housing starts and residential investment spending (Chart 9) Chart 9Canadian Housing Has Cooled Off Canadian Housing Has Cooled Off Canadian Housing Has Cooled Off The BoC is of the view, however, that consumer spending will rebound (but not overheat) on the back of strong household income growth and a pickup in net immigration inflows that is boosting population growth. The other area of diminished concern for the central bank is investment spending, which has been negatively impacted by the uncertainty over the renegotiation of the North America Free Trade Agreement (NAFTA). That smooth acronym is now gone, to be replaced by the more awkward "USMCA", or United States-Mexico-Canada Agreement. That new trade deal has reduced the immediate uncertainty over the impact of U.S. trade policy on Canada, although the BoC did note in the MPR that there was still the potential for lingering uncertainty based on previous U.S. trade actions (i.e. on steel and aluminum imports to the U.S.) and because the USMCA has not yet been ratified. The BoC did make an upward adjustment to its assumptions regarding the hit to Canadian growth from U.S. trade policy compared to the July MPR. The level of exports is now only expected to fall by -0.3% over the next two years (vs -0.7% in the July MPR) and business investment is expected to decline by -0.7% over the same period (vs -1.4% in the July MPR). The reduction in trade uncertainty should be expected to free up demand for capex in Canada. The Q3/2018 BoC Senior Loan Officers' Survey reported a further easing of lending standards from the Q2 survey (Chart 10). The central bank's Q3 Business Outlook Survey also noted that firms' investment intentions continued to strengthen to the highest level in eight years (middle panel). This was primarily due to increased expectations for future sales growth, coming at a time of high reported capacity pressures (bottom panel). Importantly, the Business Outlook Survey took place before the USMCA deal was reached, suggesting that the data may actually understate sales expectations. This bodes well for future gains to overall GDP growth from business investment spending. Chart 10Canadian Companies Need To Invest & Hire Canadian Companies Need To Invest & Hire Canadian Companies Need To Invest & Hire That same Business Outlook Survey also reported that firms are continuing to experience labor shortages, most notably in sectors such as construction, transportation and information technology. This is a sign that employment growth should remain firm in Canada. Coming at a time when the unemployment rate at 5.9% remains well below estimates of full employment, this suggests that there could be some upward pressure on inflation. Canadian headline CPI inflation currently sits at 2.2%, while core CPI inflation is at 1.8% (Chart 11). That is a sharp decline from the 3% inflation seen in July, which was the result of an unexpected surge in airline fares. Yet at current levels, Canadian inflation sits right at the midpoint of the BoC's 1-3% target range. Furthermore, the BoC's own assessment is that the output gap is in a range of -0.5% to +0.5%, in line with the estimates from the IMF and OECD (middle panel). Although headline wage growth has cooled in recent months, the BoC's preferred measure that incorporates several wage measures ("Wage-Common"), has been stable near the same 2% levels as seen for CPI inflation. Chart 11Canadian Inflation At BoC Target Canadian Inflation At BoC Target Canadian Inflation At BoC Target Expect More BoC Hikes With the Canadian economy operating at full employment and with inflation at target, the BoC seems determined to push the policy rate back up towards their estimated 2.5%-3.5% range for the neutral rate. This means another 75-175bps of additional rate increases. At the moment, there are only 49bps of hikes over the next year discounted in the Canadian Overnight Index Swap (OIS) curve (Chart 12). This leaves Canadian bond yields exposed to additional rate increases. This is especially true given our forecast of continued Fed interest rate increases in 2019, as the BoC has been playing a game of "Follow the Leader" with the Fed during the current tightening cycle (top panel). Chart 12Stay Underweight Canadian Government Bonds Stay Underweight Canadian Government Bonds Stay Underweight Canadian Government Bonds In terms of our recommended fixed income investment strategy, we continue to favor: an underweight stance on Canadian government bonds for global bond investors a below-benchmark duration stance within dedicated Canadian bond portfolios long positions in Canadian inflation protection (CPI swaps or inflation-linked bonds) While we expect the Canadian yield curve to flatten as the BoC delivers more rate hikes than currently discounted over the next year, we do not see the 2-year/10-year curve flattening by more than is currently priced in the forwards. This is not the case for an outright duration bet, where the forwards are currently priced for very little upward movement in Canadian bond yields over the next year. Therefore, we prefer to stick with directional bets on Canadian yields (higher) and Canadian relative bond performance versus global peers (worse). Bottom Line: The Bank of Canada remains on a hawkish path to a more neutral policy rate, even with the lingering concerns over household debt and global trade tensions. Stay underweight Canadian government bonds in hedged global bond portfolios. Robert Robis, CFA, Senior Vice President Global Fixed Income Strategy rrobis@bcaresearch.com Ray Park, CFA, Research Analyst ray@bcaresearch.com Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Can Bonds Come To The Rescue For Equities? Can Bonds Come To The Rescue For Equities? Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights Duration: The current strength of the U.S. economy suggests that, as was the case in February, the sell-off in risk assets may not result in much of a drop in Treasury yields. Weak foreign economic growth still presents a risk, but it should be hedged by adopting a more defensive stance on credit, not by increasing portfolio duration. Corporate Bonds: Weak foreign economic growth will impact U.S. corporate profits and investment spending before hitting U.S. consumer spending and overall GDP. This means it is better to hedge the risk from weak foreign growth by scaling back exposure to corporate bonds, while maintaining below-benchmark duration. Credit Curve: Favoring the long-end of the credit curve is a way to increase the average spread of a bond portfolio without taking on extra credit risk. Rather, the long-end of the credit curve outperforms when Treasury yields rise and underperforms when they fall. In the current environment we prefer going after the extra spread at the long-end of the credit curve, while maintaining an up-in-quality bias and only a neutral allocation to corporate bonds. Feature We're not out of the woods yet. Risk assets continued their decline last week, the VIX remains elevated and the 10-year yield has fallen off its highs (Chart 1). In the context of our Fed Policy Loop, lower bond yields are a positive sign for risk assets. Chart 1How Much Worse Will It Get? How Much Worse Will It Get? How Much Worse Will It Get? In our Fed Policy Loop framework, higher yields and the perception of increasingly hawkish Fed policy cause credit spreads to widen and stock prices to fall. Then, tighter financial conditions eventually lead to perceptions of more dovish Fed policy and lower bond yields. At some point, yields fall far enough to put a floor under risk assets (Chart 2). Chart 2The Fed Policy Loop What Kind Of Correction Is This? What Kind Of Correction Is This? We are now at the stage of the loop where we must determine how large a decline in Treasury yields will be necessary to halt the slide in risk assets. To make that determination, it is helpful to think about why risk assets are falling. Is it a simple correction driven by investors re-assessing appropriate valuations? Or is the market sniffing out a future slowdown in economic growth? Chart 3 shows why the difference is meaningful. In February 2018, a sharp increase in Treasury yields caused the stock-to-bond total return ratio to decline. However, the ratio quickly recovered once investor sentiment toward the stock market became somewhat less bullish. Importantly, Treasury yields did not need to fall to support a rebound in risk assets, they only needed to level-off for a time. Chart 3Lower Yields Required? Lower Yields Required? Lower Yields Required? In contrast, a meaningful decline in Treasury yields was required to arrest the drop in the stock-bond ratio that occurred in late-2015/early-2016. The difference between that period and the February 2018 period is obvious. In late-2015/early-2016, the U.S. Manufacturing PMI had just dipped below the 50 boom/bust line. This year the PMI has been closer to 60 (Chart 3, bottom panel). The current strength of the U.S. economy suggests that, as was the case in February, the sell-off in risk assets may not result in much of a drop in Treasury yields. With the market only priced for 54 bps of rate hikes during the next 12 months, and no signs of softening in the U.S. economic data, we are reluctant to abandon our cyclical below-benchmark portfolio duration stance at this time. That is not to say there are no risks on the horizon. In past reports we flagged the risk that slowing foreign economic growth will eventually impact the U.S. economy, causing it to slow as we head into next year.1 However, we think it makes more sense to hedge this risk by adopting a more defensive allocation to corporate credit versus Treasuries, rather than by shifting portfolio duration to look for lower yields. Hedge Economic Risk In Credit, Not Duration As was stated above, U.S. economic growth remains strong and the biggest risk on the horizon is that weak foreign growth eventually migrates stateside via a stronger dollar. Last week's third quarter GDP report confirmed that overall growth is solid, but also showed some evidence of weak foreign growth impacting the U.S. figures. Overall, real GDP grew by a healthy 3.5% (annualized) in the third quarter, supported mostly by consumer spending which contributed 2.7% to overall growth, the most since Q4 2014 (Chart 4). However, weakness was found in nonresidential investment spending which contributed only 0.1% to real growth, down from 1.2% in the prior quarter (Chart 4, bottom panel). Chart 4Parallels With Early 2015 Parallels With Early 2015 Parallels With Early 2015 This distribution of growth between consumer spending and investment is identical to what occurred in 2015, the last time that weak foreign growth infiltrated the U.S. economy. The more globally-exposed investment sector contributed almost nothing to growth in the first two quarters of 2015, while overall GDP growth stayed elevated, driven by strong consumer spending. Eventually, consumer spending also weakened and GDP growth plunged in the second half of the year, but the warning sign that weak foreign growth was negatively impacting the U.S. economy came from investment spending in the first half of 2015. We draw the distinction between U.S. investment spending and U.S. consumer spending for two reasons. The first is that investment spending is more influenced by global factors than the U.S. consumer. The second is that investment spending is tightly linked to corporate profit growth (Chart 5). In other words, weak foreign economic growth is likely to negatively impact U.S. corporate profits before it hits overall U.S. GDP. This makes credit spreads more exposed to global weakness than Treasury yields, which take their cues from overall GDP growth. Chart 5Investment Spending And Profits Are Linked Investment Spending And Profits Are Linked Investment Spending And Profits Are Linked While we think that weak foreign growth will weigh on corporate profits in the coming quarters, presenting a clear negative for corporate bond spreads. We must also consider that spread widening during the past two weeks means that valuation has improved. Our measure of the excess spread available in the High-Yield index after accounting for expected default losses now stands at 274 bps, up from 212 bps a month ago and slightly above the historical average (Chart 6). However, we must also point out that our calculation embeds expected default losses of only 1.04% for the next 12 months. This low default loss expectation, which is derived from Moody's baseline default rate forecast and our own forecast of the recovery rate, means that there is a high risk that default losses surprise investors to the upside during the next 12 months (Chart 6, bottom panel). Any moderation in profit growth would make such an upside surprise even more likely. Chart 6Junk Value Has Improved... Junk Value Has Improved... Junk Value Has Improved... Another way to think about our default-adjusted high-yield spread is that if we assume that default losses occur in line with our forecast and that junk spreads remain flat at current levels, then junk bonds will outperform duration-matched Treasuries by 274 bps during the next 12 months. If spreads tighten by enough to bring the default-adjusted spread back to its historical average of 247 bps, then junk will outperform duration-matched Treasuries by 380 bps. However, at the current juncture we are more worried about spread widening during the next 6-12 months than spread tightening. Chart 7 shows that junk spreads tend to predict changes in capacity utilization. At current spread levels, this means we should expect capacity utilization to rise back to the 80% level during the next six months. If weak foreign economic growth starts to weigh on U.S. corporate profits, then such a large gain is very much in doubt (Chart 7, bottom panel). Chart 7...But Spreads Embed Strong IP Growth ...But Spreads Embed Strong IP Growth ...But Spreads Embed Strong IP Growth Bottom Line: Weak foreign economic growth will impact U.S. corporate profits and investment spending before hitting U.S. consumer spending and overall GDP. This means it is better to hedge the risk from weak foreign growth by scaling back exposure to corporate bonds, while maintaining below-benchmark duration. Extend Maturity In Credit, Not Treasuries Given the risk to corporate profits that is posed by weak foreign economic growth, we recommend investors maintain only a neutral allocation to corporate bonds and also maintain an up-in-quality bias across credit tiers.2 In the current environment we think the best way to pick-up spread within a neutral allocation to corporate bonds is to favor the long-end of the maturity spectrum. This will need to be offset by maintaining very low duration within your Treasury allocation to ensure that overall portfolio duration stays below benchmark. The rationale for favoring the long-end of the corporate credit curve is twofold. First, there is extra spread available at the long-end of the credit curve compared to the short-end. In fact, the long-maturity investment grade corporate bond index carries an average option-adjusted spread that is 107 bps greater than that of the intermediate-maturity index (Chart 8). Second, the extra spread available at the long-end of the credit curve is purely compensation for the extra duration risk. The bottom panel of Chart 8 shows that there is no spread advantage at the long-end on a "per unit of duration" basis. Chart 8Favor The Long-End Of The Corporate Credit Curve Favor The Long-End Of The Corporate Credit Curve Favor The Long-End Of The Corporate Credit Curve The fact that the extra spread at the long-end of the credit curve is purely compensation for duration is important because it means that when Treasury yields rise and average index duration falls, investors should demand less compensation for the extra duration risk at the long-end of the curve. In other words, rising Treasury yield environments should coincide with spread compression at the long-end of the credit curve versus the short end. We tested this idea empirically by looking at monthly excess returns in long-maturity corporate bonds versus short-maturity corporate bonds. Using a sample of monthly returns going back to 2000, we divide the months based on whether the Treasury curve bear-steepened, bear-flattened, bull-steepened or bull-flattened (Table 1). The results show that while changes in the slope of the yield curve don't have much impact, the long-end of the credit curve outperforms when Treasury yields rise and underperforms when they fall. Table 1Monthly Excess Return In Long Maturity Vs. Short Maturity Corporate Bonds (2000-Present) What Kind Of Correction Is This? What Kind Of Correction Is This? Bottom Line: Favoring the long-end of the credit curve is a way to increase the average spread of a bond portfolio without taking on extra credit risk. Rather, the long-end of the credit curve outperforms when Treasury yields rise and underperforms when they fall. In the current environment we prefer going after the extra spread at the long-end of the credit curve, while maintaining an up-in-quality bias and only a neutral allocation to corporate bonds. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 Please see U.S. Bond Strategy Weekly Report, "Waiting For Peak Divergence", dated October 23, 2018, available at usbs.bcaresearch.com 2 Please see U.S. Bond Strategy Weekly Report, "Rigidly Defined Areas of Doubt And Uncertainty", dated June 19, 2018, available at usbs.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

The Great Recession and financial crisis cast a long shadow that will affect economies, policymakers and investors for years to come. The roots of the crisis are already well known. The first of a two-part series looks forward by examining the areas where we believe structural change has occurred related to the economy or financial markets. First, the financial crisis transformed the corporate bond market in several ways that heighten the risk for quality spreads in the next downturn. Debt and market liquidity are two key concerns. Corporate leverage will not cause the next recession. Nonetheless, when one does occur, corporate spreads in the U.S. and (to a lesser extent) the Eurozone will widen by more for any given degree of recession. This reflects a low interest coverage ratio, poor market liquidity, the downward trend in credit quality and covenant erosion. Second, the shock of the Great Recession and its aftermath appears to have affected the relationship between economic slack and inflation. Firms have been extra reluctant to grant wage gains. However, we argue that the "shell shock" effect will wane. The fact that inflation has been depressed for so long may actually cultivate the risk that inflation will surprise on the upside in the coming years. Investors should hold inflation-protection in the inflation swaps market, or by overweighting inflation-linked bonds versus conventional issues. Third, the events of the last decade have left a lasting impression on monetary policymakers. They will err on the side of allowing the economy to overheat and inflation to modestly overshoot the target in the major economies, despite signs of financial froth. The Fed will respond only with a lag to the current fiscally-driven surge in U.S. growth, leading to a boom/bust economic scenario. Central bankers will have no trouble employing unorthodox policies again in the future, and will be willing to push the boundaries even further during the next recession. Expect aggressive manipulation of the long-end of the yield curve when the time arrives to ease policy. We may also observe more coordination between monetary and fiscal policies. Fourth, global bond yields fell to unprecedented levels, reflecting both structural and cyclical headwinds to demand growth. A dismal productivity performance is another culprit. Productivity growth is poised to recover to some extent, while some of the growth headwinds have reached an inflection point. We do not expect nominal bond yields to return to pre-Lehman norms, and yields could even fall back to previous lows in the case of a recession. Nonetheless, we expect a yield pattern of higher lows and higher highs over the coming business cycles. The 10-year anniversary of the Lehman shock this autumn sparked an avalanche of analysis on the events and underlying causes of the Great Recession and financial crisis. It is a woeful story of greed, a classic bubble, inadequate regulation, new-fangled financial instruments, and a globalized financial system that spread the shock around the world. The crisis cast a long shadow that will affect economies, policymakers and investors for many years to come. The roots of the crisis are well known, so we will not spend any time going over well-trodden ground. Rather, this Special Report looks forward by examining the areas where we believe structural change has occurred related to the economy or financial markets. In Part I, we cover the corporate bond market, the inflation outlook, central bank policymaking and equilibrium bond yields. Part II will look at the debt overhang, systemic risk in the financial sector, asset correlations, the cult of equity and the rise of populism. While not an exhaustive list, we believe these are the key areas of structural change. (1) Corporate Bond Market: Leverage And Downgrade Risk The financial crisis transformed the corporate bond market in several ways that heighten the risk for quality spreads in the next downturn. Debt and market liquidity are two key concerns. An extraordinarily long period of extremely low interest rates was too much for corporate CEOs to pass up. However, because the durability of the economic recovery was so uncertain, it seemed more attractive to hand over the borrowed cash to shareholders than to use it to aggressively expand productive capacity. The ongoing equity bull market rewarded CEOs for the financial engineering, serving to create a self-reinforcing feedback loop. And so far, corporate bondholders have not policed this activity. The result is that the U.S. corporate bond market has grown in leaps and bounds since 2009 (Chart II-1A and Chart II-1B). The average duration of the Bloomberg Barclays index has also risen as firms locked in attractive financing rates. The same is true, although to a lesser extent, in the Eurozone. Chart II-1AU.S. BBB-Rated Share Rising... U.S. BBB-Rated Share Rising... U.S. BBB-Rated Share Rising... Chart II-1B...Same In The Eurozone ...Same In The Eurozone ...Same In The Eurozone Balance sheet health is obviously not the key driver of corporate bond relative returns at the moment. Nonetheless, investors will begin to worry about the growth outlook if interest rates continue to rise. The U.S. national accounts data suggest that interest coverage remains relatively healthy, but this includes large companies such as some of the FAANGs that have little debt and a lot of cash. The national accounts data are unrepresentative of the companies that are included in the Bloomberg Barclays corporate bond index, which are heavy debt issuers. To gain a clearer picture, we calculated a bottom-up Corporate Health Monitor (CHM) for a sample of U.S. companies that provides a sector and credit-quality composition that roughly matches the Bloomberg Barclay's index. The CHM is the composite of six critical financial ratios. Chart II-2 highlights that the investment-grade (IG) CHM has improved over the past two years due to the profitability sub-components. However, the debt/equity ratio has been in a steep uptrend. Interest coverage does not appear alarming by historical standards at the moment, but one can argue that it should be much higher given the extremely low average coupon on corporate bonds, and given that profit margins are extraordinarily high in the U.S. The rapid accumulation of debt has overwhelmed these other factors. Evidence of rising leverage is broadly based across sectors and ratings. Chart II-2U.S. IG Corporate Health U.S. IG Corporate Health U.S. IG Corporate Health Unfortunately, the profit tailwind won't last forever. At some point, earnings growth will stall and this cycle's debt accumulation will start to bite in the context of rising interest rates. To gauge the risk, we estimate the change in the interest coverage ratio over the next three years for a 100 basis-point rise in interest rates across the corporate curve, taking into consideration the maturity distribution of the debt.1 For our universe of Investment-grade U.S. companies, the interest coverage ratio would drop from a little over 7 to under 6, which is close to the lows of the Great Recession (denoted as "x" in Chart II-3). Of course, the decline in interest coverage will be much worse if the Fed steps too far and monetary tightening sparks a recession. The "o" in Chart II-3 denotes the combination of a 100 basis-point interest rate shock and a mild recession in which the S&P 500 suffers a 25% peak-to-trough decline in EPS. The overall interest coverage ratio plunges close to all-time lows at 4½. Chart II-3Interest Coverage To Plunge... Interest Coverage To Plunge... Interest Coverage To Plunge... These simulations imply that, for any given size of recession, the next economic downturn will have a larger negative impact on corporate health than in the past. Rating agencies have undertaken some downgrading related to shareholder-friendly activity, but downgrades will proliferate when the agencies realize that the economy is turning and the profit boom is over (Chart II-4). Banks will belatedly tighten lending standards, adding to funding pressure for the corporate sector. Chart II-4...And Ratings To Be Slashed ...And Ratings To Be Slashed ...And Ratings To Be Slashed Fallen Angels The potential for a large wave of fallen angels means that downgrade activity will be particularly painful for corporate bond investors. The surge in lower-quality issuance has led to a downward trend in the average credit rating and has significantly raised the size of the BBB-rated bonds relative to the IG index and relative to the broader universe of corporate bonds including high yield (Chart II-5, and Chart II-1A).2 The downward trend in credit quality predates Lehman, but events since the Great Recession have likely reinforced the trend. Chart II-5Lower Ratings And Longer Duration Lower Ratings And Longer Duration Lower Ratings And Longer Duration Studies show that bonds that get downgraded into junk status can perform well for a period thereafter, suggesting that investors holding a fallen angel should not necessarily sell immediately. Nonetheless, the process of transitioning from investment-grade to high-yield involves return underperformance as the spread widens. Poor market liquidity and covenant erosion will intensify pressure for corporate spreads to widen when the bear market arrives. Market turnover has decreased substantially since the pre-Lehman years, especially for IG (Chart II-6). The poor liquidity backdrop appears to be structural, reflecting regulation that has curtailed banks' market-making activity and prop trading, among other factors. Chart II-6Poor Market Liquidity Poor Market Liquidity Poor Market Liquidity The Eurozone corporate bond market has also seen rapid growth and a deterioration in the average credit rating. Liquidity is an issue there as well. That said, the Eurozone corporate sector is less advanced in the leverage cycle than the U.S. Interest coverage ratios will fall during the next recession, but this will be concentrated among foreign issuers - domestic issuers are much less at risk to rising interest rates and/or an economic downturn.3 Bottom Line: Corporate leverage will not cause the next recession. Nonetheless, when one does occur, corporate spreads in the U.S. and (to a lesser extent) Eurozone will widen by more for any given degree of recession. Current spreads do not compensate for this risk. (2) Inflation Undershoot Breeds Overshoot Inflation in the U.S. and other developed economies has been sticky since the financial crisis. First, inflation did not fall as much in the recession and early years of the recovery as many had predicted, despite the worst economic contraction in the post-war period. Subsequently, central banks have had trouble raising inflation back to target. In the U.S., core PCE inflation has only recently returned to 2%. Several structural factors have been blamed, but continuing tepid wage growth in the face of a very tight labor market raises the possibility that the inflation-generating process has been fundamentally altered by the Great Recession. In other words, the relationship between slack in the labor market (or market for goods and services) and inflation has changed. In theory, inflation should rise when the economy's output is above its potential level or when the unemployment rate is below its full-employment level. Inflation should fall when the reverse is true. This means that the change (not the level) in inflation should be positively correlated with the level of the output gap or the labor market gap. Chart II-7 presents the change in U.S. core inflation with the output gap. Although inflation appears to have become less responsive to shifts in the output gap after 1990, it has been particularly insensitive in the post-Lehman period. Chart II-7The U.S. Phillips Curve: RIP? The U.S. Phillips Curve: RIP? The U.S. Phillips Curve: RIP? One reason may be that the business sector was shell-shocked by the Great Recession and financial crisis to such an extent that business leaders have been more reluctant to grant wage gains than in past cycles. Equally-unnerved workers felt lucky just to have a job, and have been less willing to demand raises. Dampened inflation expectations meant that low actual inflation became self-reinforcing. We have some sympathy with this view. Long-term inflation expectations have been sticky at levels that are inconsistent with the major central banks meeting their inflation targets over the long term. This suggests that people believe that central banks lack the tools necessary to overwhelm the deflationary forces. The lesson for investors and policymakers is that, while unorthodox monetary policies helped to limit the downside for inflation and inflation expectations during and just after the recession, these policies have had limited success in reversing even the modest decline that did occur. That said, readers should keep in mind a few important points: One should not expect inflation to rise much until economies break through their non-inflationary limits. The major advanced economies have only recently reached that point to varying degrees; Inflation lags the business cycle (Chart II-8). This is especially the case in long 'slow burn' economic expansions, as we have demonstrated in previous research; and The historical relationship between inflation and economic slack has been non-linear. As shown in Chart II-9, U.S. inflation has tended to accelerate quickly when unemployment drops below 4½%. Chart II-8U.S. Inflation Lags The Cycle November 2018 November 2018 Chart II-9A Kinked Phillips Curve November 2018 November 2018 Shell Shock Is Fading We believe that the "shell shock" effect of the Great Recession on inflation will wane over time. Indeed, my colleague Peter Berezin has made the case that the fact that inflation has been depressed for so long actually cultivates the risk that inflation will surprise on the upside in the coming years.4 Central bankers have been alarmed by the economic and financial events of the last decade. They also cast a wary eye on Japan's inability to generate inflation even in the face of massive and prolonged monetary stimulus. Policymakers at the FOMC are determined to boost inflation and inflation expectations before the next economic downturn strikes. They are also willing to not only tolerate, but actively encourage, an overshoot of the 2% inflation target in order to ensure that long-term inflation expectations return "sustainably" to a level consistent with meeting the 2% target over the long term. In other words, the Fed is going to err on the side of too much stimulus rather than too little. This is an important legacy of the last recession (see below). Meanwhile, other structural explanations for low inflation are less powerful than many believe. For example, globalization has leveled off and rising tariff and non-tariff barriers will hinder important global supply chains. Our research also suggests that the rising industrial use of robots and the e-commerce effect on retail prices have had only a small depressing effect on U.S. inflation. Bottom Line: The Phillips curve relationship has probably not changed in a permanent way since Lehman went down. It is quite flat when the labor market is not far away from full employment, but the relationship is probably non-linear. As the unemployment rate drops further, the business sector will have no choice but to lift wages as labor becomes increasingly scarce. The kinked nature of the Phillips curve augments the odds that the Fed will eventually find itself behind the curve, and inflation will rise more than the market is expecting. The same arguments apply to the Bank of England and possibly even the European Central Bank. Gold offers some protection against inflation risk, but the precious metal is still quite expensive in real terms. Investors would be better off simply buying inflation-protection in the inflation swaps market or overweighting inflation-linked bonds over conventional issues. (3) Monetary Policy: Destined To Fight The Last War There are several reasons to believe that the shocking events of the crisis and its aftermath have left a lasting impression on monetary policymakers. Several factors suggest that they will err on the side of allowing the economy to overheat and inflation to modestly overshoot the target: Inflation Persistence: As discussed above, there is a greater awareness that it is difficult to lift both actual inflation and inflation expectations once they have fallen. Some FOMC members believe that long-term inflation expectations are still too low to be consistent with the Fed meeting its 2% inflation target over the long term. A modest inflation overshoot in this cycle would be beneficial, according to this view, in the sense that it would boost inflation expectations and thereby raise the probability that the FOMC will indeed meet its goals over the long term. It might also encourage some discouraged workers to re-enter the labor market. Some policymakers also believe that the Fed is not taking much of a risk by pushing the economy hard, because the Phillips curve is so flat. Zero Bound: Low inflation expectations, among other factors, have combined to dramatically reduce the level of so-called r-star - the short-term rate of interest that is neither accommodative nor restrictive in terms of growth and inflation. R-star is thought to be rising now, at least for the U.S., but it is probably still low by historical standards across the major economies. This increases the risk that policy rates will again hit the lower bound during the next recession, making it difficult for central banks to engineer a real policy rate that is low enough to generate faster growth.5 Fighting the Last War: Memories of the crisis linger in the minds of policymakers. The global economy came dangerously close to a replay of the Great Depression, and policymakers want to ensure that it never happens again. Some monetary officials have argued that a risk-based approach means that it is better to take some inflation risks to limit the possibility of making a deflationary policy mistake down the road. Fears that the major economies are now more vulnerable to deflationary shocks seem destined to keep central banks too-easy-for-too-long. Central bankers will also be quicker and more aggressive in responding when negative shocks arrive in the future. This applies more to the U.S., the U.K. and Japan than the European Central Bank, but even for the latter there has been a clear change in the monetary committee's reaction function since Mario Draghi took over the reins. Financial Stability Concerns Policymakers are also more concerned about financial stability. Pre-crisis, the consensus among the monetary elite was that financial stability should play second fiddle to the inflation target. It was felt that central banks should focus on the latter, and pay attention to signs of financial froth only when they affect the inflation outlook. In practice, this meant paying only lip service to financial excess until it was too late. It was difficult to justify rate increases when inflation was not threatening. It was thought that macro-prudential regulation on its own was enough to contain financial excesses. Today, policymakers see financial stability as playing a key role in meeting the inflation target. It is abundantly clear that a burst bubble can be highly deflationary. Some policymakers still believe that aggressive macro-prudential policies can be effective in directly targeting financial excesses. However, others feel there is no substitute for higher interest rates; as ex-Governor Jeremy Stein stated, interest rates get "in all the cracks". Moreover, the Fed does not regulate the shadow banking sector. The Fed is thus balancing concerns over signs of financial froth against the zero-bound problem and fears of the next deflationary shock. We believe that the latter will dominate their policy choices, because it will still be difficult to justify rate hikes to the public when there is no obvious inflation problem. In the U.S., this implies that the economic risks are skewed toward a boom/bust scenario in which the FOMC is slow to respond to a fiscally-driven late cycle mini-boom. Inflation and inflation expectations react with a lag, but a subsequent acceleration in both forces the Fed to aggressively choke off growth. Policy Toolkit Central bankers will be quite willing to employ their new-found policy tools again in the next recession. The new toolbox includes asset purchases, aggressive forms of forward guidance, negative interest rates, and low-cost direct lending to banks and non-banks in some countries. Policymakers generally view these tools as being at least somewhat effective, although some have argued that the costs of using negative interest rates have outweighed the benefits in Europe and Japan. The debate on how to deal with the zero-bound problem in the U.S. has focused on lifting r-star, including raising the inflation target, adopting a price level target, policies to boost productivity, and traditional fiscal stimulus. Nonetheless, ex-Fed Chair Yellen's comments at the Jackson Hole conference in 2016 underscored that it will be more of the same in the event that the zero bound is again reached - quantitative easing and forward guidance.6 No doubt, the major central banks will rely heavily on both of these tools in order to manipulate yields far out the curve. Forward guidance may be threshold-based. For example, policymakers could promise to keep the policy rate frozen until unemployment or inflation reaches a given level. Now that central bankers have crossed the line into unorthodox monetary policy and inflation did not surge, future policymakers will be willing to stretch the boundaries even further in the event of a recession. For example, they may consider price-level targeting, which would institutionalize inflation overshoots to make up for past inflation undershoots. It is also possible that we will observe more coordination between monetary and fiscal policies in the next recession. The combination of fiscal stimulus and a cap on bond yields would be highly stimulative in theory, in part by driving the currency lower. Japan has gone half way in this direction by implementing a yield curve control (YCC) policy. However, it has failed so far to provide any meaningful fiscal stimulus since the yield cap has been in place. It also appears likely that central bank balance sheets will not return to levels as a percent of GDP that existed before the crisis. An abundance of bank deposits at the central bank will help to satisfy a structural increase in the demand for cash-like risk-free assets. Maintaining a bloated balance sheet will also allow central banks to provide substantial amounts of reverse repos (RRPs) into the market, which should improve the functioning of money markets that have been impaired to some degree by regulation. We do not expect that a structural increase in central bank balance sheets will have any material lasting impact on asset prices or inflation. We believe that inflation will surprise on the upside, but not because central banks will continue to hold significant amounts of government bonds on their balance sheets over the medium term. Bottom Line: The implication is that the monetary authorities will have a greater tolerance for an overshoot of the inflation target than in the past. The Fed will respond only with a lag to the fiscally-driven surge in U.S. growth, leading to a boom/bust economic scenario. During the next recession, policymakers will rely heavily on quantitative easing and forward guidance to manipulate the yield curve (after the policy rate reaches the lower bound). (4) Bond Prices: Structural Factors Turning Less Bullish Perhaps the most dramatic and lasting impact of the GFC has been evident in the global bond market. Government yields fell to levels never before observed across the developed countries and have remained extremely depressed, even as the expansion matured and economic slack was gradually absorbed. Real government bond yields are still negative even at the medium and long parts of the curve in the Eurozone and Japan (Chart II-10). It is tempting to conclude that there has been a permanent shift down in global bond yields. Chart II-10Real Yields Still Depressed Real Yields Still Depressed Real Yields Still Depressed Real Yields Still Depressed Real Yields Still Depressed Equilibrium bond yields are tied to the supply side of the economy. Potential GDP growth is the sum of trend productivity growth and the pace of expansion of the labor force. Equilibrium bond yields may fall below the potential growth rate for extended periods to the extent that aggregate demand faces persistent headwinds. The headwinds in place over the past decade include fiscal austerity, demographics, household deleveraging, increased regulation and lingering problems in the banking sector that limited the expansion of credit, among others. These headwinds either affect the desire to save or the desire to invest, the interplay of which affects equilibrium bond yields. Some of these economic headwinds predate 2007, but the financial crisis reinforced the desire to save more and invest less. Space limitations prevent a full review of the forces that depressed bond yields, but a summary is contained in Appendix 1 and we encourage interested readers to see our 2017 Special Report for full details.7 The Great Supply-Side Shortfall Falling potential output growth in the major advanced economies also helped to drag down equilibrium bond yields. The pace of expansion in the global labor force has plunged from 1¾% in 2005, to under 1% today (Chart II-11). The labor force has peaked in absolute terms in the G7, and is already shrinking in China. Chart II-11Slower Labor Force Expansion... Slower Labor Force Expansion... Slower Labor Force Expansion... Productivity growth took a dramatic turn for the worst after 2007 (Chart II-12). The dismal productivity performance is not fully understood, but likely reflected the peaking in globalization, increased regulation and the dramatic decline in capital spending relative to GDP. The latter was reflected in a collapse in the growth rate of the global capital stock (Chart II-13). In the U.S., for which we have a longer history of data, growth in the capital stocks has lead shifts in productivity growth with a 3-year lag. Firms have also been slower to adopt new technologies over the past decade. Chart II-12...And Lower Productivity November 2018 November 2018 Chart II-13Productivity And Investment Productivity And Investment Productivity And Investment The resulting impact on the level of GDP today has been nothing short of remarkable. The current IMF estimate for the level of potential GDP in 2018 is 10% lower than was projected by the IMF in 2008 (Chart II-14). There has been a similar downgrading of capacity in Europe, Japan and the U.K. Actual GDP has closed the gap with potential GDP to varying degrees in the major countries, but at a much lower level than was projected a decade ago. Paul Krugman has dubbed this the "Great Shortfall". Chart II-14A Permanent Loss Of Output A Permanent Loss Of Output A Permanent Loss Of Output The Great Shortfall was even greater with respect to capital spending. For 2017, the IMF estimates that global investment was more than 20% below the level implied by the pre-crisis trend (Chart II-15). Reduced credit intermediation, from a combination of supply and demand factors, was a significant factor behind the structural loss of economic capacity according to the IMF study.8 Chart II-15Permanent Scars On Capital Spending Permanent Scars On Capital Spending Permanent Scars On Capital Spending By curtailing the business investment relative to GDP for a prolonged period, major economic slumps can have a permanent effect on an economy's long-term prospects. The loss of output since the financial crisis will never be regained. That said, bond yields in theory are related to the growth rate of productivity, not its level. The IMF report noted that there may even be some long-lasting effects on the growth rate of productivity. The crisis left lingering scars on future growth due to both reduced global labor force migration and fertility rates. The latter rose in the decade before the crisis in several advanced economies, only to decline afterward. Households postponed births in the face of the economic and financial upheaval. The IMF argues that not all of the decline in fertility rates will be reversed. An Inflection Point In Global Bond Yields On a positive note, the pickup in business capital spending in the major countries in recent years implies an acceleration in the growth rate of the capital stock and, thus, productivity. In the U.S., this relationship suggests that productivity growth could rise by a percentage point over the coming few years (Chart II-13). This should correspond to a roughly equivalent rise in equilibrium bond yields. Moreover, some of the other structural factors behind ultra-low interest rates have waned, while others have reached an inflection point. For example, the age structure of world population is transitioning from a period in which aging added to the global pool of savings to one in which aging will begin to drain that pool as people retire and begin to deplete their nest eggs. Household savings rates will trend sharply lower in the coming years. Again, we encourage readers to read the 2017 Special Report for a full account of the structural factors that are shifting in a less bond-bullish direction. QE Reversal To Weigh On Bond Prices And let's not forget the unwinding of central bank balance sheets. The idea that central bank asset purchases on their own had a significant depressing effect on global bond yields is controversial. Some argue that the impact on yields occurred more via forward guidance; quantitative easing was a signal to markets that the central bank would stay on hold for an extended period, which pulled down yields far out the curve. This publication believes that QE had a meaningful impact on global bond yields on its own (Chart II-16). Nonetheless, either way, the Fed is now shrinking its balance sheet and the European Central Bank will soon end asset purchases. This means that the private sector this year is being forced to absorb a net increase in government bonds available to the private sector for the first time since 2014 (Chart II-17). Investors may demand juicier yields in order to boost their allocation to fixed-income assets. Chart II-16Reverse QE To Weigh On Bonds Reverse QE To Weigh On Bonds Reverse QE To Weigh On Bonds Chart II-17Private Investors Will Have To Buy More November 2018 November 2018 We are not making the case that real global bond yields are going to quickly revert to pre-Lehman averages. Global yields could even drop back to previous lows in the event of another recession. Nonetheless, from a long-term perspective, current market expectations suggest that investors still have an overly benign view on the outlook for yields. For example, implied real short-term rates remain negative until 2027 in the Eurozone, while they stay negative out to 2030 in the U.K. (Chart II-18). The implied path of real rates in the U.S. looks more reasonable, but there is still upside potential. Moreover, there is room for the inflation expectations component of nominal yields to shift up, as discussed above. Chart II-18Real Yields Still Too Low Real Yields Still Too Low Real Yields Still Too Low Another way of making this point is shown in Chart II-19. The market expects the 10-year Treasury yield in ten years to be only slightly above today's spot yield, which itself is still very low by historical standards. Market expectations are equally depressed for the 5-year/5-year forward rate for the U.S. and the other major economies. Chart II-19Market Expectations Still Low Market Expectations Still Low Market Expectations Still Low Bottom Line: Global bond yields fell to unprecedented levels due to a combination of cyclical and structural factors. The bond-bullish structural factors were reinforced by shifts in desired savings and business investment as a result of the Great Recession and financial crisis. Some of these structural factors will linger in the coming years, but others are shifting in a less bond-bullish direction. We do not expect nominal bond yields to return to pre-Lehman norms, and yields could even return close to previous lows in the case of a recession. Nonetheless, we expect a yield pattern of higher lows and higher highs over the coming business cycles. Mark McClellan Senior Vice President The Bank Credit Analyst Appendix 1: Key Factors Behind The Decline In Equilibrium Global Bond Yields The so-called Global Savings Glut has been a bullish structural force for bonds for the past couple of decades. A key factor is population aging in the advanced economies. Ex-ante desired savings rose as baby boomers entered their high-income years. China became a major source of global savings after it joined the WTO, and its large trade surplus was recycled into the global pool of savings. A slower pace of labor force growth in the developed countries resulted in a permanently lower level of capital spending relative to GDP. Slower consumer spending growth, as a result of a more moderate expansion in the working-age population, meant a reduced appetite for new factories, malls, and apartment buildings. The integration of the Chinese and Eastern European workforces into the global labor pool during the 1990s and 2000s resulted in an effective doubling of global labor supply in a short period of time. The sudden abundance of cheap labor depressed real wages from what they otherwise would have been, thus incentivizing firms to use more labor and less capital at the margin. The combination of slower working-age population growth in the advanced economies and a surge in the global labor force resulted in a decline in desired global capital spending. The increase in ex-ante savings and reduction in ex-ante capital spending resulted in a substantial drop in equilibrium global interest rates. The wave of cheap labor also aggravated the trend toward greater inequality in the advanced economies and the downward trend in labor's share of the income pie. A positive labor supply shock should benefit global living standards in the long run, but the adjustment costs related to China's integration into the global economy imposed on the advanced economies were huge and long-lasting. The lingering adjustment phase contributed to greater inequality in the major countries. Management was able to use the threat of outsourcing to gain the upper hand in wage negotiations. Moreover, technology appears to be resulting in faster, wider and deeper degrees of hollowing-out than in previous periods of massive technological change. The result has been a rise in the share of income going to high-income earners in the Advanced Economies, at the expense of low- and middle-income earners. This represents a headwind to growth that requires lower interest rates all along the curve. In other words, firms in the developed world either replaced workers with machinery in areas where technology permitted, or outsourced jobs to lower-wage countries in areas that remained labor-intensive. Both trends undermined labor's bargaining power, depressed labor's share of income, and contributed to inequality. 1 We make the simplifying assumptions that companies do not issue any more debt over the three years, and that EBIT is unchanged, in order to isolate the impact of higher interest rates. 2 The average credit rating for the U.S. is unavailable before 2000 in the Bloomberg Barclays index. However, other data sources confirm the long-term downward trend. 3 Please see The Bank Credit Analyst Special Report "Leverage And Sensitivity To Rising Rates: The Eurozone Corporate Sector," dated May 31, 2018, available at bca.bcaresearch.com 4 Please see Global Investment Strategy Special Reports "1970s-Style Inflation: Could It Happen Again? (Part 1)," dated August 10, 2018 and "1970s-Style Inflation: Could It Happen Again? (Part 2)," dated August 24, 2018, available at gis.bcaresearch.com 5 The lower bound is zero in the U.S., but is in negative territory for those central banks willing to impose negative rates on the banking sector. 6 For more background on the zero bound debate, the usefulness of a large central bank balance sheet and ways to lift r-star, please see The Bank Credit Analyst Special Report "Herding Cats At the Fed," dated October 2016, available at bca.bcaresearch.com 7 Please see The Bank Credit Analyst Special Report "Beware Inflection Points In The Secular Drivers Of Global Bonds," dated April 27, 2017, available at bca.bcaresearch.com 8 The Global Economic Recovery 10 Years After the 2008 Financial Meltdown. IMF World Economic Outlook, October 2018.

Highlights We do not view October's equity downdraft as a signal to further trim risk assets to underweight. Nonetheless, stocks have not yet fallen enough to justify buying either. The economic divergence between the U.S. and the rest of the world is intensifying and showing up in relative EPS trends. We believe earnings growth is set to drop sharply in the Eurozone and Japan. The viciousness of the bond selloff in October is worrying. The good news is that the Treasury curve steepened and the selloff mostly reflected higher real yields, rather than inflation expectations. Both facts suggest that the Treasury rout was reflective of strong U.S. growth, rather than a signal that the Fed is overly restrictive. Our sense is that the fed funds rate has not yet reached the economic choke point, but it is critical to watch for signs of trouble. This month we focus on key monetary indicators. Our "R-Star" indicator is deteriorating, but is not yet in the danger zone for risk assets. It is possible that we will upgrade risk assets back to overweight if stocks in the developed markets cheapen further, as long as our monetary indicators are not flashing red and the U.S. earnings backdrop remains upbeat. However, the risks are formidable and show no signs of abating. Indeed, our global economic indicators continue to deteriorate and we might be headed for a brief manufacturing recession outside of the U.S. A Democratic win in the U.S. mid-terms might spark a knee-jerk equity selloff, but Congress is unlikely to unravel any of the fiscal stimulus currently in place through 2019. The Administration's foreign policy remains a larger risk for equities. Our high conviction view is that President Trump will continue to use a "maximum pressure" approach for Iran and China that will spark additional fireworks. Another growing risk is an oil price spike above US$100/bbl in early 2019, causing significant economic damage. Chinese policy stimulus is underwhelming and the credit impulse remains weak. In the absence of real policy action in China, the prospect of continuing Fed tightening means that it is too early to bottom-fish in emerging markets. The market is still underestimating the U.S. inflation outlook and the amount of Fed tightening over the next 12-18 months. We continue to recommend a neutral stance on global equities (with a preference for developed over emerging markets), a below-benchmark duration bias, and an overweight allocation in cash. Feature October's market action confirmed that we have entered a period of elevated volatility as investors digest the inevitability of rising U.S. interest rates. We do not view the downdraft in equity markets as a signal to further trim risk asset exposure to underweight. Nonetheless, stocks have not yet fallen enough to justify buying either. We took profits and downgraded risk assets to benchmark in June, placing the proceeds into cash. Our primary motivation was the advanced nature of the U.S. economic cycle, stretched valuations, heightened geopolitical tensions, the risk of a Chinese "hard landing" and upside potential for U.S. inflation and global bond yields. We did not foresee a recession either in the U.S. or the other major economies in the near future. Nonetheless, we concluded that the risk/reward balance did not favor staying overweight risk assets. A number of culprits could be blamed for October's pullback, but in reality the market has been primed for some profit-taking for a long while and so any little excuse could have been used by investors to sell. Fed Chair Powell's "long way to go" comment seemed to push the teetering equity market over the edge. He challenged the market's view that the fed funds rate is getting close to neutral, implying that the Fed is not close to pushing the pause button. The Treasury curve steepened as the market discounted a higher cyclical peak in the fed funds rate. Could it be that bond yields have reached a "choke point" where tightening financial conditions are derailing the economic expansion? The global economic deceleration is intensifying, but the U.S. economy still appears to be enjoying solid momentum outside of housing. We do not yet see any major dark clouds forming in the U.S. corporate earnings picture either, as discussed below. Moreover, the bond selloff in October mostly reflected rising real yields (rather than inflation expectations), and the curve steepened. Both facts suggest that the Treasury selloff was reflective of U.S. strong growth, rather than a signal that the Fed is now outright restrictive. Nonetheless, the issue is particularly tricky in this cycle because the equilibrium, or neutral, fed funds rate is undoubtedly somewhat lower than in past expansions. Given the uncertain level of the neutral rate, investors must be on the lookout for signs that interest rates are beginning to bite. Markets And The Fed Cycle BCA has long viewed financial markets through the lens of money and credit. This includes a framework that involves the Fed policy cycle. We begin by decomposing the fed funds rate cycle into four phases based on the interaction between the level of rates and their direction, as follows (Chart I-1 and Chart I-2): Phase I begins with the first rate hike of a new tightening cycle and ends when the fed funds rate crosses above our estimate of the equilibrium rate (shown as a dashed line in Charts I-1 and I-2). Phase II represents the latter stages of the tightening cycle, when the Fed hikes its target rate above equilibrium in a deliberate effort to cool an overheating economy. Phase III represents the early stage of the easing cycle. It begins with the first rate cut from the peak and lasts until the Fed cuts its target rate below equilibrium. Phase IV represents the late stage of the easing cycle. It encompasses both the period when the fed funds rate breaks below its equilibrium level until it bottoms. Chart I-1Stylized Fed Rate Cycle November 2018 November 2018 Chart I-2Fed Funds Rate And Equilibrium Fed Funds Rate And Equilibrium Fed Funds Rate And Equilibrium The tough part is estimating the neutral level of the fed funds rate. It is a theoretical concept - the level that is consistent with an economy at full employment with no upward or downward pressure on inflation or growth. The Fed lifts the fed funds rate above neutral when it wishes to dampen the economy and temper inflationary pressure. Economic theory ties the equilibrium interest rate to the pace of expansion of the supply side of the economy, or potential GDP growth. Our approach is to combine the CBO's estimate of potential GDP growth with a smoothed version of the actual fed funds rate, to account for the fact that the equilibrium rate periodically deviates from potential growth. The historical track record of this framework is compelling. The latest update of our analysis of equity returns during the four phases was published by BCA's U.S. Investment Strategy Service.1 The level of the fed funds rate relative to its equilibrium has mattered much more than the direction of rates for historical S&P 500 price returns (Table I-1 and I-2). Price returns during Phases I and IV (when the fed funds rate is below equilibrium) trounce returns during Phases II and III (when the funds rate is in restrictive territory). This is especially the case after adjusting returns for inflation. Table I-1Tight Policy Is Hazardous To Stocks' Health, ... November 2018 November 2018 Table I-2...Especially In Real Terms November 2018 November 2018 Further breaking down the historical returns into 12-month forward EPS estimates and 12-month forward multiples, it turns out that multiples usually contract when the Fed is tightening. However, during Phase I this is more than offset by the increase in forward earnings estimates, such that equity investors enjoy positive returns until rates move into restrictive territory in Phase II. Our sense is that we are still in Phase I, implying that it is too early to expect more than a correction in risk assets based solely on the U.S. monetary policy cycle. The fed funds rate has been rising, but so too has the equilibrium rate according on our measure. Powell's latest comments suggest that the Fed agrees. That said, it is a cliche to say that this cycle has been different in many ways. Nobody knows exactly where the neutral rate is today. This means that we must be on watch for signs that the fed funds rate has already crossed into restrictive territory. We looked at the behavior of a raft of monetary and credit indicators around the time that the fed funds rate broke above the estimated neutral rate in the past. None of them have been reliable across all business cycles since the 1970s, but the best ones are shown in Chart I-3: Growth in M1 generally begins to decelerate as the fed funds rate approaches neutral and falls into negative territory shortly thereafter. Bank liquidity is defined as short-term assets as a percent of total bank credit. It usually peaks just before rates become restrictive, and begins to fall quickly as the fed funds rate surpasses the equilibrium level. We interpret bank liquidity as a proxy for banks' willingness to provide funding liquidity that enables institutional investors to take positions. The peak level of bank liquidity differs across tightening cycles, but it is never a good sign when it begins to trend lower. Consumer credit growth has a somewhat spotty track record as an indicator of monetary restraint, but it has often peaked around the time that the Fed enters Phase II. The BCA Fed Monitor is an indicator designed to gauge the pressure on the Fed to adjust policy one way or the other. It generally peaks in "tight money required" territory just before, or coincident with, the shift from Phase I to Phase II. A shift of the Monitor into "easy money required" territory would suggest that policy has become outright restrictive, and that a peak in the fed funds rate is approaching. Chart I-3BCA R-Star Indicator And Its Components BCA R-Star Indicator And Its Components BCA R-Star Indicator And Its Components Combining the four into one indicator removes some of the noise of the individual series. The BCA "R-Star" Indicator is shown in the top panel of Chart I-3. A dip in this indicator below the zero line would warn that we have entered Phase II and that the equity bull market is out of time. Chart I-4 shows the BCA R-Star indicator again, along with the S&P 500, EPS growth and profit margins. It is shaded for periods when the R-Star indicator is below zero. The lead time has varied across the economic cycles and it is far from a perfect predictor. Nonetheless, when the indicator is negative it has generally been associated with falling stock prices, decelerating profit growth and eroding profit margins. The indicator has edged lower this year, but is not yet in the danger zone. Chart I-4BCA R-Star Indicator And The U.S. Profit Cycle BCA R-Star Indicator And The U.S. Profit Cycle BCA R-Star Indicator And The U.S. Profit Cycle Finally, we are of course watching the yield curve. Its recent steepening suggests that U.S. growth justifies higher bond yields and that policy has not yet become outright restrictive. Global Growth Divergence Continues... We do not see compelling evidence from the flow of U.S. economic data that higher rates are derailing the expansion, although there are a couple of worrying signs, suggesting that growth has peaked. The backdrop is quite supportive for consumer spending: tax cuts, robust employment gains, rising wages and elevated confidence. The fact that the household saving rate is relatively high means that consumers have the wherewithal to boost the pace of spending if they wish. Motor vehicle sales have moderated, but this is to be expected when the economic cycle is advanced. The replacement cycle for U.S. business investment still has further to run. The average age of the non-residential housing stock is the highest since 1963. Both capex intention surveys and the recent easing in lending standards for commercial and industrial loans suggest that U.S. capital expenditures will be well supported, although there has been some softness in the former recently (Chart I-5). Chart I-5U.S. Capex Outlook Is Bright U.S. Capex Outlook Is Bright U.S. Capex Outlook Is Bright That said, the soft U.S. housing data are a concern, especially because a peak in residential investment as a share of GDP has been a good (albeit quite early) leading indicator of recessions. It is difficult to fully explain why housing is losing altitude given all the tailwinds supporting demand, including solid household formation (see last month's Overview). Mortgage rates have increased but affordability is still favorable. It could be that the supply side, rather than demand, is the problem: tight lending standards, zoning restrictions and the high cost of building. Still, a continued housing downtrend relative to GDP would be a challenge to our view that there will be no recession in 2019. While the U.S. economy is enjoying strong momentum, the same cannot be said for the rest of the global economy. A raft of items has weighed on CEO confidence outside of the U.S., including trade wars, a strong dollar, rising oil prices, emerging market turbulence, the return of Italian debt woes and the continuing slowdown in the Chinese economy. The global PMI is beginning to erode from a high level (Chart I-6). The softening in world activity appears to be concentrated in capital spending. Growth in capital goods imports for an aggregate of 20 countries continues to decelerate, along with industrial production for capital goods and machinery & electrical equipment in the major advanced economies. Chart I-6Global Capex Is Softening Global Capex Is Softening Global Capex Is Softening Meanwhile, our favorite global leading indicators are flashing red (Chart I-7). BCA's Global LEI has broken below the boom/bust line and its diffusion index suggests further downside. The Global ZEW and the BCA Boom/Bust indicator are holding just below zero. The global credit impulse is also still pointing down. Chart I-7Global Leading Indicators Flashing Red Global Leading Indicators Flashing Red Global Leading Indicators Flashing Red Among the advanced economies, Europe and Japan are most vulnerable to the slowdown in global trade and capital spending. Industrial production growth has already stalled in both economies and their respective LEIs are heading south fast (Chart I-8). Chart I-8Global Divergence Global Divergence Global Divergence ...Affecting Relative Earnings Trends It is thus not surprising that corporate EPS growth has peaked in the Eurozone and Japan. The macro data that drive our top-down EPS growth models suggest that the profit situation is going to deteriorate quickly in the coming quarters. The peak in industrial production growth suggests that the corporate top line will lose more steam. Meanwhile, nominal GDP growth has decelerated sharply in both economies, in absolute terms and relative to the aggregate wage bill (Chart I-9). These trends suggest that profit margins are coming under significant downward pressure. Even when we build in a modest growth pickup and slight rebound in margins in 2019, EPS growth falls close to zero by year-end according to our model (Chart I-10). Chart I-9Diverging Macro Trends... Diverging Macro Trends... Diverging Macro Trends... Chart I-10...Implies Different EPS Outlook ...Implies Different EPS Outlook ...Implies Different EPS Outlook The earnings situation is completely different in the U.S. It is still early in Q3 earnings season, but company reports have been upbeat so far. The macro variables that feed into our top-down U.S. EPS model point to both continuing margin expansion and robust top line growth (Chart I-9). Nominal GDP growth has surged to more than 5% on a year-ago basis, while the expansion in the economy's wage bill has been steady at under 5%. It is also very impressive that industrial production growth continues to accelerate, bucking the global trend. We assume that U.S. GDP growth moderates from this year's hectic pace in 2019, but stays well above-trend because of the lingering fiscal tailwind. Impressively, the indicators we are following suggest that S&P 500 profit margins still have some upside potential, at least in the next quarter or two (Chart I-11). Nonetheless, we make the conservative assumption that margins will narrow somewhat in 2019. Plugging this macro scenario into our model, it suggests that EPS growth will decelerate to a still-solid 10% pace by the end of 2019. The impact on corporate profits from the rise in bond yields so far will be minimal. It is only now that the yield on the average corporate bond has reached the average coupon on outstanding debt. This means that it will require further increases in yields from here to have any meaningful impact on corporate interest expense. Chart I-11U.S. Margin Indicators Still Upbeat U.S. Margin Indicators Still Upbeat U.S. Margin Indicators Still Upbeat The U.S. economic and earnings backdrop is robust enough that we would be tempted to upgrade our risk asset allocation back to overweight if the S&P 500 moves even lower in the near term. Nonetheless, a number of key risks keep us at benchmark for now. (1) U.S. Foreign Policy The U.S. mid-term election is less than two weeks away as we go to press. Our geopolitical team places the odds of a Democratic House takeover at 65%, and the odds of a Senate takeover at 40%. Investors should expect a knee-jerk equity selloff if the Democrats manage to grab both parts of Congress. However, any damage to risk assets should be fleeting because the Democrats would not be able to unravel any of President Trump's main economic policies. Voters are not demanding budget discipline from either party, despite the surging federal deficit (Chart I-12). We highlighted in a recent Special Report that we foresee little political backlash against fiscal profligacy because of the shift-to-the-left by the median voter.2 The Trump tax cuts are here to stay. Chart I-12No Political Backlash To Big Deficits No Political Backlash To Big Deficits No Political Backlash To Big Deficits In fact, our geopolitical team argues that the odds would increase for an infrastructure plan and even of an immigration deal, if President Trump comes to the middle ground on some of his demands.3 The implication is that fiscal policy will remain highly stimulative in 2019, before the initial thrust begins to wear off in 2020. The Administration's foreign policy, however, remains a key risk for equities. Our high conviction view is that President Trump will continue pursuing unorthodox foreign and trade policies regardless of the midterm outcome. The just-announced 10% tariff on $200 billion of Chinese imports confirms our alarmist view on trade tensions. President Trump has threatened to lift the tariff to 25% by the end of the year in order to pile even more pressure on Beijing. This would represent a significant escalation in the trade war, one that we do not expect Chinese policymakers to simply roll over and accept. The risk is that the Chinese government not only hikes tariffs on U.S. exports, but also retaliates against U.S. firms with operations in China. Even more dangerously, a trade war with China could escalate into a military conflict in the South China Sea. Meanwhile, the U.S. embargo on Iranian oil exports will officially begin on November 4, just two days before the midterm election. We expect President Trump to turn the screws on Iranian exports in ways that President Obama did not. Once the election is out of the way, President Trump will refocus on his "maximum pressure" tactic, which he believes led to a breakthrough with North Korea. Unfortunately for the markets, we do not expect that this tactic will work as smoothly with Iran and China. (2) Rising Probability Of An Oil Shock The Administration's pressure on Iran adds to the already high risk of an oil price spike above US$100 per barrel in early 2019. While oil demand growth is slowing somewhat, exports from two of OPEC's largest producers - Iran and Venezuela - are falling precipitously. Global oil inventories are drawing down, while spare capacity is perilously low, leaving little in the way of readily available backup supply to deal with an unplanned production outage. The confluence of these factors is setting the global oil market up for a supply shock according to our energy experts (Chart I-13). Chart I-13Increasing Risk Of An Oil Spike Increasing Risk Of An Oil Spike Increasing Risk Of An Oil Spike It is important to differentiate between a steady demand-driven rise in the price of oil and a rapid supply-driven oil price spike. The former can be bond-bearish by forcing inflation expectations higher at a time when strong economic growth is also pushing up real bond yields. Nonetheless, equity prices could continue rising in this scenario as the robust economic backdrop outweighs the impact of higher yields. In contrast, an oil price spike that is driven by supply restrictions might initially be negative for bond prices, but ultimately would produce a deflationary impulse by depressing real economic activity. It could even be the catalyst for a recession. A supply-driven oil spike would be outright bearish for risk assets and may prove to be the trigger for a shift from benchmark to underweight for global stocks and corporate bonds. The risk facing corporates in the next economic downturn is one of the topics covered in this month's Special Report, beginning on page 21. The report looks at the structural changes to the economy and financial markets that have occurred because of the Great Recession and financial crisis. (3) EM Pain Is Not Over In the absence of policy stimulus in China, the prospect of continuing Fed tightening means that it is too early to bottom-fish in emerging markets. Emerging Asia is at the epicenter of the global trade and capital spending slowdown. The sharp deceleration in Taiwanese and Korean export growth rates suggests that growth in world industrial production and forward earnings estimates are not yet near a bottom (Chart I-14). Chart I-14Asian Exports Softening... Asian Exports Softening... Asian Exports Softening... Softening Chinese domestic demand is adding to the gloom. Chart I-15 shows that efforts by the Chinese authorities to curtail corporate debt have been bearing fruit. In response to the regulatory and administrative tightening, smaller financial institutions are not building up the working capital required to expand their loan book. As a result, the Chinese credit impulse remains weak and shows no sign of a bottom, despite the uptick in the latest reading on M3 growth. Chinese policy stimulus is underwhelming, confirming the view we expressed in the September BCA Overview. Xi Jinping has not yet abandoned his structural goals and shadow bank crackdown, which are weighing on overall credit expansion. Chart I-15...And No Growth Impulse From China Chinese Policy Tightening In Action ...And No Growth Impulse From China Chinese Policy Tightening In Action ...And No Growth Impulse From China Second, EM financial conditions continue to tighten (Chart I-15). Our currency strategists point out that many factors lie behind this deterioration in the EM financial conditions index, including the collapse in performance of carry trades, the dollar's ascent, and rising U.S. interest rates that are boosting the cost of servicing foreign currency EM debt. In turn, tighter EM financial conditions are contributing to the global manufacturing slowdown in a self-reinforcing negative feedback loop. EM Asia is particularly at risk to this loop, but Europe, Japan and commodity producers are also vulnerable. Some market commentators have argued that the Fed will soon have to back off its rate hike campaign in the face of global financial market stress. However, the FOMC's pain threshold is higher than at any time since the Great Recession because the domestic economy is showing signs of overheating. The correction in risk assets would have to get a lot worse before the Fed blinks. Meanwhile, the U.S. again passed on the chance to label China a currency manipulator. This opens the door to another downleg in the RMB, especially if the U.S./China trade war escalates. Additional RMB weakness would spell more trouble for EM assets. The implication is that any bounce in EM currencies or asset prices represents a selling opportunity for those investors not already short. Our EM strategists expect at least another 15% drop in share prices before the risk-reward profile of this asset class improves. (4) Italian Debt Crisis The main problem with the Italian economy is that the private sector saves too much and spends too little. A shrinking population has reduced the need for firms to invest in new capacity. Unlike Germany, Italy cannot export its savings to the rest of the world through a large trade surplus because it does not have a hypercompetitive economy. Nor can the Italian government risk running afoul of the bond vigilantes by emulating Japan's strategy of absorbing private-sector savings with large budget deficits. The implication is that Italy is stuck in a low-growth trap that is feeding political pressure to shed the EU's fiscal straight jacket. We believe that the populist government will be the first to blink, but it may require more bouts of financial stress to force capitulation. A 4% level on the 10 year BTP yield is a likely threshold for a compromise. Above that level, Italian banks become insolvent based on the market value of their holdings of Italian debt. In the meantime, rising global bond yields worsen Italy's tenuous financial situation, with possible contagion into global financial markets. Investment Conclusions: The U.S. bond market is waking up to the likelihood that U.S. short-term rates are going higher than previously expected, suggesting that recent investment themes will persist for a while longer. We continue to recommend a neutral stance on global equities (with a preference for developed over emerging markets), a below-benchmark duration bias, and an overweight allocation in cash. The bond market is only priced for the Fed to maintain its quarterly rate hike pace until June of next year (Chart I-16). Investors judge that some combination of tepid global economic momentum and tame U.S. core inflation temper the Fed's need or ability to take rates much higher. We disagree, based our own assessment of the U.S. economy and our out-of-consensus inflation view (see this month's Special Report). Rising volatility and/or a weaker global growth pulse are unlikely to prompt the Fed to bail out of its tightening campaign as quickly as it did in early 2016. Chart I-16Market Expectations For The Fed Still Too Complacent Market Expectations For The Fed Still Too Complacent Market Expectations For The Fed Still Too Complacent Meanwhile, our indicators suggest that the divergence between the red-hot U.S. economy and cooling global activity will continue, implying more upside potential for the U.S. dollar. We expect another 5-10% rise against most currencies, with the possible exception of the Canadian dollar. It is difficult to identify a "choke point" for bond yields in advance. A 10-year Treasury yield north of 3.7% might cause us to call the peak in yields and to become even more defensive on risk assets, but it will be critical to watch our monetary indicators. Indeed, we would be tempted to upgrade stocks back to overweight if the global selloff progresses much further, in the absence of negative reading from the monetary indicators or an inverted yield curve. The earnings backdrop will continue to be a tailwind for the U.S. equity market at least into early 2019. In contrast, profit growth in the Eurozone and Japan is set to disappoint market expectations. The U.S. equity market will therefore outperform, particularly in unhedged terms. Stay at benchmark on corporate bonds versus governments in the U.S. and Eurozone. Avoid emerging market assets and commodities. The main exception is oil, which is increasingly at risk of a spike above $100/bbl. Mark McClellan Senior Vice President The Bank Credit Analyst October 25, 2018 Next Report: November 29, 2018 1 Please see U.S. Investment Strategy Special Report "Revisiting The Fed Funds Rate Cycle," dated September 3, 2018, available at usis.bcaresearch.com 2 Please see The Bank Credit Analyst "U.S. Fiscal Policy: An Unprecedented Macro Experiment," dated July 2018, available at bca.bcaresearch.com 3 Please see BCA Geopolitical Strategy Weekly Report "A Story Told Through Charts: The U.S. Midterm Election," dated September 19, 2018, available at gps.bcaresearch.com II. The Long Shadow Of The Financial Crisis The Great Recession and financial crisis cast a long shadow that will affect economies, policymakers and investors for years to come. The roots of the crisis are already well known. The first of a two-part series looks forward by examining the areas where we believe structural change has occurred related to the economy or financial markets. First, the financial crisis transformed the corporate bond market in several ways that heighten the risk for quality spreads in the next downturn. Debt and market liquidity are two key concerns. Corporate leverage will not cause the next recession. Nonetheless, when one does occur, corporate spreads in the U.S. and (to a lesser extent) the Eurozone will widen by more for any given degree of recession. This reflects a low interest coverage ratio, poor market liquidity, the downward trend in credit quality and covenant erosion. Second, the shock of the Great Recession and its aftermath appears to have affected the relationship between economic slack and inflation. Firms have been extra reluctant to grant wage gains. However, we argue that the "shell shock" effect will wane. The fact that inflation has been depressed for so long may actually cultivate the risk that inflation will surprise on the upside in the coming years. Investors should hold inflation-protection in the inflation swaps market, or by overweighting inflation-linked bonds versus conventional issues. Third, the events of the last decade have left a lasting impression on monetary policymakers. They will err on the side of allowing the economy to overheat and inflation to modestly overshoot the target in the major economies, despite signs of financial froth. The Fed will respond only with a lag to the current fiscally-driven surge in U.S. growth, leading to a boom/bust economic scenario. Central bankers will have no trouble employing unorthodox policies again in the future, and will be willing to push the boundaries even further during the next recession. Expect aggressive manipulation of the long-end of the yield curve when the time arrives to ease policy. We may also observe more coordination between monetary and fiscal policies. Fourth, global bond yields fell to unprecedented levels, reflecting both structural and cyclical headwinds to demand growth. A dismal productivity performance is another culprit. Productivity growth is poised to recover to some extent, while some of the growth headwinds have reached an inflection point. We do not expect nominal bond yields to return to pre-Lehman norms, and yields could even fall back to previous lows in the case of a recession. Nonetheless, we expect a yield pattern of higher lows and higher highs over the coming business cycles. The 10-year anniversary of the Lehman shock this autumn sparked an avalanche of analysis on the events and underlying causes of the Great Recession and financial crisis. It is a woeful story of greed, a classic bubble, inadequate regulation, new-fangled financial instruments, and a globalized financial system that spread the shock around the world. The crisis cast a long shadow that will affect economies, policymakers and investors for many years to come. The roots of the crisis are well known, so we will not spend any time going over well-trodden ground. Rather, this Special Report looks forward by examining the areas where we believe structural change has occurred related to the economy or financial markets. In Part I, we cover the corporate bond market, the inflation outlook, central bank policymaking and equilibrium bond yields. Part II will look at the debt overhang, systemic risk in the financial sector, asset correlations, the cult of equity and the rise of populism. While not an exhaustive list, we believe these are the key areas of structural change. (1) Corporate Bond Market: Leverage And Downgrade Risk The financial crisis transformed the corporate bond market in several ways that heighten the risk for quality spreads in the next downturn. Debt and market liquidity are two key concerns. An extraordinarily long period of extremely low interest rates was too much for corporate CEOs to pass up. However, because the durability of the economic recovery was so uncertain, it seemed more attractive to hand over the borrowed cash to shareholders than to use it to aggressively expand productive capacity. The ongoing equity bull market rewarded CEOs for the financial engineering, serving to create a self-reinforcing feedback loop. And so far, corporate bondholders have not policed this activity. The result is that the U.S. corporate bond market has grown in leaps and bounds since 2009 (Chart II-1A and Chart II-1B). The average duration of the Bloomberg Barclays index has also risen as firms locked in attractive financing rates. The same is true, although to a lesser extent, in the Eurozone. Chart II-1AU.S. BBB-Rated Share Rising... U.S. BBB-Rated Share Rising... U.S. BBB-Rated Share Rising... Chart II-1B...Same In The Eurozone ...Same In The Eurozone ...Same In The Eurozone Balance sheet health is obviously not the key driver of corporate bond relative returns at the moment. Nonetheless, investors will begin to worry about the growth outlook if interest rates continue to rise. The U.S. national accounts data suggest that interest coverage remains relatively healthy, but this includes large companies such as some of the FAANGs that have little debt and a lot of cash. The national accounts data are unrepresentative of the companies that are included in the Bloomberg Barclays corporate bond index, which are heavy debt issuers. To gain a clearer picture, we calculated a bottom-up Corporate Health Monitor (CHM) for a sample of U.S. companies that provides a sector and credit-quality composition that roughly matches the Bloomberg Barclay's index. The CHM is the composite of six critical financial ratios. Chart II-2 highlights that the investment-grade (IG) CHM has improved over the past two years due to the profitability sub-components. However, the debt/equity ratio has been in a steep uptrend. Interest coverage does not appear alarming by historical standards at the moment, but one can argue that it should be much higher given the extremely low average coupon on corporate bonds, and given that profit margins are extraordinarily high in the U.S. The rapid accumulation of debt has overwhelmed these other factors. Evidence of rising leverage is broadly based across sectors and ratings. Chart II-2U.S. IG Corporate Health U.S. IG Corporate Health U.S. IG Corporate Health Unfortunately, the profit tailwind won't last forever. At some point, earnings growth will stall and this cycle's debt accumulation will start to bite in the context of rising interest rates. To gauge the risk, we estimate the change in the interest coverage ratio over the next three years for a 100 basis-point rise in interest rates across the corporate curve, taking into consideration the maturity distribution of the debt.1 For our universe of Investment-grade U.S. companies, the interest coverage ratio would drop from a little over 7 to under 6, which is close to the lows of the Great Recession (denoted as "x" in Chart II-3). Of course, the decline in interest coverage will be much worse if the Fed steps too far and monetary tightening sparks a recession. The "o" in Chart II-3 denotes the combination of a 100 basis-point interest rate shock and a mild recession in which the S&P 500 suffers a 25% peak-to-trough decline in EPS. The overall interest coverage ratio plunges close to all-time lows at 4½. Chart II-3Interest Coverage To Plunge... Interest Coverage To Plunge... Interest Coverage To Plunge... These simulations imply that, for any given size of recession, the next economic downturn will have a larger negative impact on corporate health than in the past. Rating agencies have undertaken some downgrading related to shareholder-friendly activity, but downgrades will proliferate when the agencies realize that the economy is turning and the profit boom is over (Chart II-4). Banks will belatedly tighten lending standards, adding to funding pressure for the corporate sector. Chart II-4...And Ratings To Be Slashed ...And Ratings To Be Slashed ...And Ratings To Be Slashed Fallen Angels The potential for a large wave of fallen angels means that downgrade activity will be particularly painful for corporate bond investors. The surge in lower-quality issuance has led to a downward trend in the average credit rating and has significantly raised the size of the BBB-rated bonds relative to the IG index and relative to the broader universe of corporate bonds including high yield (Chart II-5, and Chart II-1A).2 The downward trend in credit quality predates Lehman, but events since the Great Recession have likely reinforced the trend. Chart II-5Lower Ratings And Longer Duration Lower Ratings And Longer Duration Lower Ratings And Longer Duration Studies show that bonds that get downgraded into junk status can perform well for a period thereafter, suggesting that investors holding a fallen angel should not necessarily sell immediately. Nonetheless, the process of transitioning from investment-grade to high-yield involves return underperformance as the spread widens. Poor market liquidity and covenant erosion will intensify pressure for corporate spreads to widen when the bear market arrives. Market turnover has decreased substantially since the pre-Lehman years, especially for IG (Chart II-6). The poor liquidity backdrop appears to be structural, reflecting regulation that has curtailed banks' market-making activity and prop trading, among other factors. Chart II-6Poor Market Liquidity Poor Market Liquidity Poor Market Liquidity The Eurozone corporate bond market has also seen rapid growth and a deterioration in the average credit rating. Liquidity is an issue there as well. That said, the Eurozone corporate sector is less advanced in the leverage cycle than the U.S. Interest coverage ratios will fall during the next recession, but this will be concentrated among foreign issuers - domestic issuers are much less at risk to rising interest rates and/or an economic downturn.3 Bottom Line: Corporate leverage will not cause the next recession. Nonetheless, when one does occur, corporate spreads in the U.S. and (to a lesser extent) Eurozone will widen by more for any given degree of recession. Current spreads do not compensate for this risk. (2) Inflation Undershoot Breeds Overshoot Inflation in the U.S. and other developed economies has been sticky since the financial crisis. First, inflation did not fall as much in the recession and early years of the recovery as many had predicted, despite the worst economic contraction in the post-war period. Subsequently, central banks have had trouble raising inflation back to target. In the U.S., core PCE inflation has only recently returned to 2%. Several structural factors have been blamed, but continuing tepid wage growth in the face of a very tight labor market raises the possibility that the inflation-generating process has been fundamentally altered by the Great Recession. In other words, the relationship between slack in the labor market (or market for goods and services) and inflation has changed. In theory, inflation should rise when the economy's output is above its potential level or when the unemployment rate is below its full-employment level. Inflation should fall when the reverse is true. This means that the change (not the level) in inflation should be positively correlated with the level of the output gap or the labor market gap. Chart II-7 presents the change in U.S. core inflation with the output gap. Although inflation appears to have become less responsive to shifts in the output gap after 1990, it has been particularly insensitive in the post-Lehman period. Chart II-7The U.S. Phillips Curve: RIP? The U.S. Phillips Curve: RIP? The U.S. Phillips Curve: RIP? One reason may be that the business sector was shell-shocked by the Great Recession and financial crisis to such an extent that business leaders have been more reluctant to grant wage gains than in past cycles. Equally-unnerved workers felt lucky just to have a job, and have been less willing to demand raises. Dampened inflation expectations meant that low actual inflation became self-reinforcing. We have some sympathy with this view. Long-term inflation expectations have been sticky at levels that are inconsistent with the major central banks meeting their inflation targets over the long term. This suggests that people believe that central banks lack the tools necessary to overwhelm the deflationary forces. The lesson for investors and policymakers is that, while unorthodox monetary policies helped to limit the downside for inflation and inflation expectations during and just after the recession, these policies have had limited success in reversing even the modest decline that did occur. That said, readers should keep in mind a few important points: One should not expect inflation to rise much until economies break through their non-inflationary limits. The major advanced economies have only recently reached that point to varying degrees; Inflation lags the business cycle (Chart II-8). This is especially the case in long 'slow burn' economic expansions, as we have demonstrated in previous research; and The historical relationship between inflation and economic slack has been non-linear. As shown in Chart II-9, U.S. inflation has tended to accelerate quickly when unemployment drops below 4½%. Chart II-8U.S. Inflation Lags The Cycle November 2018 November 2018 Chart II-9A Kinked Phillips Curve November 2018 November 2018 Shell Shock Is Fading We believe that the "shell shock" effect of the Great Recession on inflation will wane over time. Indeed, my colleague Peter Berezin has made the case that the fact that inflation has been depressed for so long actually cultivates the risk that inflation will surprise on the upside in the coming years.4 Central bankers have been alarmed by the economic and financial events of the last decade. They also cast a wary eye on Japan's inability to generate inflation even in the face of massive and prolonged monetary stimulus. Policymakers at the FOMC are determined to boost inflation and inflation expectations before the next economic downturn strikes. They are also willing to not only tolerate, but actively encourage, an overshoot of the 2% inflation target in order to ensure that long-term inflation expectations return "sustainably" to a level consistent with meeting the 2% target over the long term. In other words, the Fed is going to err on the side of too much stimulus rather than too little. This is an important legacy of the last recession (see below). Meanwhile, other structural explanations for low inflation are less powerful than many believe. For example, globalization has leveled off and rising tariff and non-tariff barriers will hinder important global supply chains. Our research also suggests that the rising industrial use of robots and the e-commerce effect on retail prices have had only a small depressing effect on U.S. inflation. Bottom Line: The Phillips curve relationship has probably not changed in a permanent way since Lehman went down. It is quite flat when the labor market is not far away from full employment, but the relationship is probably non-linear. As the unemployment rate drops further, the business sector will have no choice but to lift wages as labor becomes increasingly scarce. The kinked nature of the Phillips curve augments the odds that the Fed will eventually find itself behind the curve, and inflation will rise more than the market is expecting. The same arguments apply to the Bank of England and possibly even the European Central Bank. Gold offers some protection against inflation risk, but the precious metal is still quite expensive in real terms. Investors would be better off simply buying inflation-protection in the inflation swaps market or overweighting inflation-linked bonds over conventional issues. (3) Monetary Policy: Destined To Fight The Last War There are several reasons to believe that the shocking events of the crisis and its aftermath have left a lasting impression on monetary policymakers. Several factors suggest that they will err on the side of allowing the economy to overheat and inflation to modestly overshoot the target: Inflation Persistence: As discussed above, there is a greater awareness that it is difficult to lift both actual inflation and inflation expectations once they have fallen. Some FOMC members believe that long-term inflation expectations are still too low to be consistent with the Fed meeting its 2% inflation target over the long term. A modest inflation overshoot in this cycle would be beneficial, according to this view, in the sense that it would boost inflation expectations and thereby raise the probability that the FOMC will indeed meet its goals over the long term. It might also encourage some discouraged workers to re-enter the labor market. Some policymakers also believe that the Fed is not taking much of a risk by pushing the economy hard, because the Phillips curve is so flat. Zero Bound: Low inflation expectations, among other factors, have combined to dramatically reduce the level of so-called r-star - the short-term rate of interest that is neither accommodative nor restrictive in terms of growth and inflation. R-star is thought to be rising now, at least for the U.S., but it is probably still low by historical standards across the major economies. This increases the risk that policy rates will again hit the lower bound during the next recession, making it difficult for central banks to engineer a real policy rate that is low enough to generate faster growth.5 Fighting the Last War: Memories of the crisis linger in the minds of policymakers. The global economy came dangerously close to a replay of the Great Depression, and policymakers want to ensure that it never happens again. Some monetary officials have argued that a risk-based approach means that it is better to take some inflation risks to limit the possibility of making a deflationary policy mistake down the road. Fears that the major economies are now more vulnerable to deflationary shocks seem destined to keep central banks too-easy-for-too-long. Central bankers will also be quicker and more aggressive in responding when negative shocks arrive in the future. This applies more to the U.S., the U.K. and Japan than the European Central Bank, but even for the latter there has been a clear change in the monetary committee's reaction function since Mario Draghi took over the reins. Financial Stability Concerns Policymakers are also more concerned about financial stability. Pre-crisis, the consensus among the monetary elite was that financial stability should play second fiddle to the inflation target. It was felt that central banks should focus on the latter, and pay attention to signs of financial froth only when they affect the inflation outlook. In practice, this meant paying only lip service to financial excess until it was too late. It was difficult to justify rate increases when inflation was not threatening. It was thought that macro-prudential regulation on its own was enough to contain financial excesses. Today, policymakers see financial stability as playing a key role in meeting the inflation target. It is abundantly clear that a burst bubble can be highly deflationary. Some policymakers still believe that aggressive macro-prudential policies can be effective in directly targeting financial excesses. However, others feel there is no substitute for higher interest rates; as ex-Governor Jeremy Stein stated, interest rates get "in all the cracks". Moreover, the Fed does not regulate the shadow banking sector. The Fed is thus balancing concerns over signs of financial froth against the zero-bound problem and fears of the next deflationary shock. We believe that the latter will dominate their policy choices, because it will still be difficult to justify rate hikes to the public when there is no obvious inflation problem. In the U.S., this implies that the economic risks are skewed toward a boom/bust scenario in which the FOMC is slow to respond to a fiscally-driven late cycle mini-boom. Inflation and inflation expectations react with a lag, but a subsequent acceleration in both forces the Fed to aggressively choke off growth. Policy Toolkit Central bankers will be quite willing to employ their new-found policy tools again in the next recession. The new toolbox includes asset purchases, aggressive forms of forward guidance, negative interest rates, and low-cost direct lending to banks and non-banks in some countries. Policymakers generally view these tools as being at least somewhat effective, although some have argued that the costs of using negative interest rates have outweighed the benefits in Europe and Japan. The debate on how to deal with the zero-bound problem in the U.S. has focused on lifting r-star, including raising the inflation target, adopting a price level target, policies to boost productivity, and traditional fiscal stimulus. Nonetheless, ex-Fed Chair Yellen's comments at the Jackson Hole conference in 2016 underscored that it will be more of the same in the event that the zero bound is again reached - quantitative easing and forward guidance.6 No doubt, the major central banks will rely heavily on both of these tools in order to manipulate yields far out the curve. Forward guidance may be threshold-based. For example, policymakers could promise to keep the policy rate frozen until unemployment or inflation reaches a given level. Now that central bankers have crossed the line into unorthodox monetary policy and inflation did not surge, future policymakers will be willing to stretch the boundaries even further in the event of a recession. For example, they may consider price-level targeting, which would institutionalize inflation overshoots to make up for past inflation undershoots. It is also possible that we will observe more coordination between monetary and fiscal policies in the next recession. The combination of fiscal stimulus and a cap on bond yields would be highly stimulative in theory, in part by driving the currency lower. Japan has gone half way in this direction by implementing a yield curve control (YCC) policy. However, it has failed so far to provide any meaningful fiscal stimulus since the yield cap has been in place. It also appears likely that central bank balance sheets will not return to levels as a percent of GDP that existed before the crisis. An abundance of bank deposits at the central bank will help to satisfy a structural increase in the demand for cash-like risk-free assets. Maintaining a bloated balance sheet will also allow central banks to provide substantial amounts of reverse repos (RRPs) into the market, which should improve the functioning of money markets that have been impaired to some degree by regulation. We do not expect that a structural increase in central bank balance sheets will have any material lasting impact on asset prices or inflation. We believe that inflation will surprise on the upside, but not because central banks will continue to hold significant amounts of government bonds on their balance sheets over the medium term. Bottom Line: The implication is that the monetary authorities will have a greater tolerance for an overshoot of the inflation target than in the past. The Fed will respond only with a lag to the fiscally-driven surge in U.S. growth, leading to a boom/bust economic scenario. During the next recession, policymakers will rely heavily on quantitative easing and forward guidance to manipulate the yield curve (after the policy rate reaches the lower bound). (4) Bond Prices: Structural Factors Turning Less Bullish Perhaps the most dramatic and lasting impact of the GFC has been evident in the global bond market. Government yields fell to levels never before observed across the developed countries and have remained extremely depressed, even as the expansion matured and economic slack was gradually absorbed. Real government bond yields are still negative even at the medium and long parts of the curve in the Eurozone and Japan (Chart II-10). It is tempting to conclude that there has been a permanent shift down in global bond yields. Chart II-10Real Yields Still Depressed Real Yields Still Depressed Real Yields Still Depressed Real Yields Still Depressed Real Yields Still Depressed Equilibrium bond yields are tied to the supply side of the economy. Potential GDP growth is the sum of trend productivity growth and the pace of expansion of the labor force. Equilibrium bond yields may fall below the potential growth rate for extended periods to the extent that aggregate demand faces persistent headwinds. The headwinds in place over the past decade include fiscal austerity, demographics, household deleveraging, increased regulation and lingering problems in the banking sector that limited the expansion of credit, among others. These headwinds either affect the desire to save or the desire to invest, the interplay of which affects equilibrium bond yields. Some of these economic headwinds predate 2007, but the financial crisis reinforced the desire to save more and invest less. Space limitations prevent a full review of the forces that depressed bond yields, but a summary is contained in Appendix 1 and we encourage interested readers to see our 2017 Special Report for full details.7 The Great Supply-Side Shortfall Falling potential output growth in the major advanced economies also helped to drag down equilibrium bond yields. The pace of expansion in the global labor force has plunged from 1¾% in 2005, to under 1% today (Chart II-11). The labor force has peaked in absolute terms in the G7, and is already shrinking in China. Chart II-11Slower Labor Force Expansion... Slower Labor Force Expansion... Slower Labor Force Expansion... Productivity growth took a dramatic turn for the worst after 2007 (Chart II-12). The dismal productivity performance is not fully understood, but likely reflected the peaking in globalization, increased regulation and the dramatic decline in capital spending relative to GDP. The latter was reflected in a collapse in the growth rate of the global capital stock (Chart II-13). In the U.S., for which we have a longer history of data, growth in the capital stocks has lead shifts in productivity growth with a 3-year lag. Firms have also been slower to adopt new technologies over the past decade. Chart II-12...And Lower Productivity November 2018 November 2018 Chart II-13Productivity And Investment Productivity And Investment Productivity And Investment The resulting impact on the level of GDP today has been nothing short of remarkable. The current IMF estimate for the level of potential GDP in 2018 is 10% lower than was projected by the IMF in 2008 (Chart II-14). There has been a similar downgrading of capacity in Europe, Japan and the U.K. Actual GDP has closed the gap with potential GDP to varying degrees in the major countries, but at a much lower level than was projected a decade ago. Paul Krugman has dubbed this the "Great Shortfall". Chart II-14A Permanent Loss Of Output A Permanent Loss Of Output A Permanent Loss Of Output The Great Shortfall was even greater with respect to capital spending. For 2017, the IMF estimates that global investment was more than 20% below the level implied by the pre-crisis trend (Chart II-15). Reduced credit intermediation, from a combination of supply and demand factors, was a significant factor behind the structural loss of economic capacity according to the IMF study.8 Chart II-15Permanent Scars On Capital Spending Permanent Scars On Capital Spending Permanent Scars On Capital Spending By curtailing the business investment relative to GDP for a prolonged period, major economic slumps can have a permanent effect on an economy's long-term prospects. The loss of output since the financial crisis will never be regained. That said, bond yields in theory are related to the growth rate of productivity, not its level. The IMF report noted that there may even be some long-lasting effects on the growth rate of productivity. The crisis left lingering scars on future growth due to both reduced global labor force migration and fertility rates. The latter rose in the decade before the crisis in several advanced economies, only to decline afterward. Households postponed births in the face of the economic and financial upheaval. The IMF argues that not all of the decline in fertility rates will be reversed. An Inflection Point In Global Bond Yields On a positive note, the pickup in business capital spending in the major countries in recent years implies an acceleration in the growth rate of the capital stock and, thus, productivity. In the U.S., this relationship suggests that productivity growth could rise by a percentage point over the coming few years (Chart II-13). This should correspond to a roughly equivalent rise in equilibrium bond yields. Moreover, some of the other structural factors behind ultra-low interest rates have waned, while others have reached an inflection point. For example, the age structure of world population is transitioning from a period in which aging added to the global pool of savings to one in which aging will begin to drain that pool as people retire and begin to deplete their nest eggs. Household savings rates will trend sharply lower in the coming years. Again, we encourage readers to read the 2017 Special Report for a full account of the structural factors that are shifting in a less bond-bullish direction. QE Reversal To Weigh On Bond Prices And let's not forget the unwinding of central bank balance sheets. The idea that central bank asset purchases on their own had a significant depressing effect on global bond yields is controversial. Some argue that the impact on yields occurred more via forward guidance; quantitative easing was a signal to markets that the central bank would stay on hold for an extended period, which pulled down yields far out the curve. This publication believes that QE had a meaningful impact on global bond yields on its own (Chart II-16). Nonetheless, either way, the Fed is now shrinking its balance sheet and the European Central Bank will soon end asset purchases. This means that the private sector this year is being forced to absorb a net increase in government bonds available to the private sector for the first time since 2014 (Chart II-17). Investors may demand juicier yields in order to boost their allocation to fixed-income assets. Chart II-16Reverse QE To Weigh On Bonds Reverse QE To Weigh On Bonds Reverse QE To Weigh On Bonds Chart II-17Private Investors Will Have To Buy More November 2018 November 2018 We are not making the case that real global bond yields are going to quickly revert to pre-Lehman averages. Global yields could even drop back to previous lows in the event of another recession. Nonetheless, from a long-term perspective, current market expectations suggest that investors still have an overly benign view on the outlook for yields. For example, implied real short-term rates remain negative until 2027 in the Eurozone, while they stay negative out to 2030 in the U.K. (Chart II-18). The implied path of real rates in the U.S. looks more reasonable, but there is still upside potential. Moreover, there is room for the inflation expectations component of nominal yields to shift up, as discussed above. Chart II-18Real Yields Still Too Low Real Yields Still Too Low Real Yields Still Too Low Another way of making this point is shown in Chart II-19. The market expects the 10-year Treasury yield in ten years to be only slightly above today's spot yield, which itself is still very low by historical standards. Market expectations are equally depressed for the 5-year/5-year forward rate for the U.S. and the other major economies. Chart II-19Market Expectations Still Low Market Expectations Still Low Market Expectations Still Low Bottom Line: Global bond yields fell to unprecedented levels due to a combination of cyclical and structural factors. The bond-bullish structural factors were reinforced by shifts in desired savings and business investment as a result of the Great Recession and financial crisis. Some of these structural factors will linger in the coming years, but others are shifting in a less bond-bullish direction. We do not expect nominal bond yields to return to pre-Lehman norms, and yields could even return close to previous lows in the case of a recession. Nonetheless, we expect a yield pattern of higher lows and higher highs over the coming business cycles. Mark McClellan Senior Vice President The Bank Credit Analyst Appendix 1: Key Factors Behind The Decline In Equilibrium Global Bond Yields The so-called Global Savings Glut has been a bullish structural force for bonds for the past couple of decades. A key factor is population aging in the advanced economies. Ex-ante desired savings rose as baby boomers entered their high-income years. China became a major source of global savings after it joined the WTO, and its large trade surplus was recycled into the global pool of savings. A slower pace of labor force growth in the developed countries resulted in a permanently lower level of capital spending relative to GDP. Slower consumer spending growth, as a result of a more moderate expansion in the working-age population, meant a reduced appetite for new factories, malls, and apartment buildings. The integration of the Chinese and Eastern European workforces into the global labor pool during the 1990s and 2000s resulted in an effective doubling of global labor supply in a short period of time. The sudden abundance of cheap labor depressed real wages from what they otherwise would have been, thus incentivizing firms to use more labor and less capital at the margin. The combination of slower working-age population growth in the advanced economies and a surge in the global labor force resulted in a decline in desired global capital spending. The increase in ex-ante savings and reduction in ex-ante capital spending resulted in a substantial drop in equilibrium global interest rates. The wave of cheap labor also aggravated the trend toward greater inequality in the advanced economies and the downward trend in labor's share of the income pie. A positive labor supply shock should benefit global living standards in the long run, but the adjustment costs related to China's integration into the global economy imposed on the advanced economies were huge and long-lasting. The lingering adjustment phase contributed to greater inequality in the major countries. Management was able to use the threat of outsourcing to gain the upper hand in wage negotiations. Moreover, technology appears to be resulting in faster, wider and deeper degrees of hollowing-out than in previous periods of massive technological change. The result has been a rise in the share of income going to high-income earners in the Advanced Economies, at the expense of low- and middle-income earners. This represents a headwind to growth that requires lower interest rates all along the curve. In other words, firms in the developed world either replaced workers with machinery in areas where technology permitted, or outsourced jobs to lower-wage countries in areas that remained labor-intensive. Both trends undermined labor's bargaining power, depressed labor's share of income, and contributed to inequality. 1 We make the simplifying assumptions that companies do not issue any more debt over the three years, and that EBIT is unchanged, in order to isolate the impact of higher interest rates. 2 The average credit rating for the U.S. is unavailable before 2000 in the Bloomberg Barclays index. However, other data sources confirm the long-term downward trend. 3 Please see The Bank Credit Analyst Special Report "Leverage And Sensitivity To Rising Rates: The Eurozone Corporate Sector," dated May 31, 2018, available at bca.bcaresearch.com 4 Please see Global Investment Strategy Special Reports "1970s-Style Inflation: Could It Happen Again? (Part 1)," dated August 10, 2018 and "1970s-Style Inflation: Could It Happen Again? (Part 2)," dated August 24, 2018, available at gis.bcaresearch.com 5 The lower bound is zero in the U.S., but is in negative territory for those central banks willing to impose negative rates on the banking sector. 6 For more background on the zero bound debate, the usefulness of a large central bank balance sheet and ways to lift r-star, please see The Bank Credit Analyst Special Report "Herding Cats At the Fed," dated October 2016, available at bca.bcaresearch.com 7 Please see The Bank Credit Analyst Special Report "Beware Inflection Points In The Secular Drivers Of Global Bonds," dated April 27, 2017, available at bca.bcaresearch.com 8 The Global Economic Recovery 10 Years After the 2008 Financial Meltdown. IMF World Economic Outlook, October 2018. III. Indicators And Reference Charts Our proprietary equity indicators remained bearish in October and valuation is still stretched, suggesting that it is too early to buy stocks. Our Willingness-to-Pay (WTP) indicators for the U.S. and Japan are both heading down. The Eurozone WTP has flattened-off recently, but is certainly not bullish. The WTP indicators track flows, and this provides information on what investors are actually doing, as opposed to sentiment indexes that track how investors are feeling. Our Revealed Preference Indicator (RPI) for stocks continues to issue a sell signal. The RPI 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. Momentum remains out of sync with valuation and policy, underlining the idea that caution is warranted. Our Monetary Indicator continues to hover in negative territory for stocks, but interestingly it is not deteriorating even as the Fed tightening campaign endures and bond yields have risen. Our Technical Equity Indicator appears poised to break down, but as of the end of October it was not giving a sell signal. The Speculation Indicator is still elevated, but the Composite Sentiment Indicator is in the middle of the range. It does not appear that the latest equity selloff was driven mainly by an unwinding of frothy market sentiment. Nonetheless, value has not improved enough to justify bottom-feeding on its own. On balance, our indicators continue to suggest that the underlying supports of the U.S. equity bull market are eroding. The U.S. earnings backdrop is still providing support overall, although there was a tick down in October in the U.S. net earnings revisions ratio and in positive-minus-negative earnings surprises. The backdrop for Treasurys has not changed, despite October's painful selloff. Valuation (still slightly cheap) and technicals (oversold by almost 2 standard deviations) imply that the countertrend pullback near month-end will continue into November. Beyond a near-term correction, though, complacency about inflation and the Fed's ability to hike rates to at least the level of the FOMC voters' median projection points to looming capital losses. The dollar is quite expensive on a purchasing power parity basis, and its long-term outlook is not constructive, but policy and growth divergences with other major economies will likely keep the wind at its back in the near term. 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 And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market 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-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes 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

Highlights Asset allocation: overweight industrial commodities versus equities... ...and neutral equities versus bonds. The euro: neutral for a broad basket but stay long JPY/EUR. The pound: long-term upside, but a better entry point awaits for those who can fine tune. Italian assets: buy when the 10-year BTP yield moves closer to 3 percent. Feature Some people ascribe this year's market action to economics, others ascribe it to geopolitics, but we put it down to mathematics (Chart of the Week). Chart of the WeekEquities Are In 'No Man's Land' Equities Are In 'No Man's Land' Equities Are In 'No Man's Land' As my colleague Peter Berezin recently pointed out, economies and markets can undergo disruptive 'phase transitions' analogous to when water transitions to ice. For water, a 4 degree drop in temperature from 6 degrees to 2 degrees produces no discernible effect, but the same 4 degree drop from 2 degrees to minus 2 degrees produces major disruption, as roads freeze over, pipes burst, and so forth.1 Similarly, as economic or financial stresses build, nothing discernible happens until a phase transition is reached, at which point everything goes haywire. Our thesis is that markets may be near such a phase transition. To explain why, we first need to correct the great misunderstanding of finance, the misunderstanding of risk. The Evolutionary Basis Of Investment Risk One of the major breakthroughs in behavioural finance was the discovery that we care deeply about the asymmetry of an investment's potential returns. Rationally, this asymmetry shouldn't matter if the expected value of the gains equals or exceeds the expected value of the losses. But it does matter, and the reason is that we significantly overestimate the probabilities of extreme tail-events (Chart I-2). Chart I-2We Overestimate The Probability Of Tail-Events Risk: The Great Misunderstanding Of Finance Risk: The Great Misunderstanding Of Finance Evolutionary biologists argue that this bias originated tens of thousands of years ago, when our distant ancestors had to survive daily 'fight or flight' threats. Faced with constant mortal danger, there was no time for measured analysis. Survival depended on a quick processing of choices into simple chunks: no risk, low risk, high risk. Thereby, our brains evolved to process a one in thousand and, say, a one in hundred chance of danger simply into the 'low risk' chunk, meaning that the 0.1 percent risk is overestimated to 1 percent - or whatever we define as low risk. Fast forward to today's financial markets, and our brains still overestimate extreme tail-events. It follows that for investments whose return distributions are asymmetric, the more extreme tail dominates the perception of its risk. Put simply, investors assess the risk of an investment in terms of its most extreme potential loss versus its most extreme potential gain in a short space of time (Chart I-3). Chart I-3Investors Assess Risk As The Most Extreme Potential Loss Versus Gain Risk: The Great Misunderstanding Of Finance Risk: The Great Misunderstanding Of Finance Why in a short space of time? The answer is that while most professional investors have long-term objectives, they must report mark-to-market performances every quarter or half-year. Unfortunately, a fund manager who delivers a deep short-term loss is in grave danger of being fired - the modern day equivalent of our distant ancestors' daily fight for survival. And it is nominal losses that matter because even in a period of deflation, any decline in the price level is unlikely to boost real returns over a period of a few months. Correcting The Great Misunderstanding Of Finance So the great misunderstanding of finance is to equate risk with volatility. Risky assets, such as equities, are risky not because they are volatile in the conventional (root mean squared) sense. After all, nobody worries if the price goes up sharply! Also, it is a great misunderstanding to think that equities do not provide diversification benefits. They clearly do - witness the protection that equities provided to bondholders in the bond bloodbath that followed President Trump's surprise victory in 2016 (Chart I-4). Chart I-4Equities Protected Bondholders In The Post Trump Victory Bond Bloodbath Equities Protected Bondholders In The Post Trump Victory Bond Bloodbath Equities Protected Bondholders In The Post Trump Victory Bond Bloodbath The real reason that risky assets are risky is because they have the propensity to experience much larger short-term losses than short-term gains - captured in the saying: equities climb up the stairs on the way up, but they jump out of the window on the way down. But here's the key point. At very low bond yields, bond returns develop the same (or worse) asymmetry as equity returns. Given the lower bound to yields, bond prices have no more stairs to climb... only a window to jump out of! (Chart I-5) The upshot is that equities lose their excess riskiness versus bonds, meaning that their valuations experience a phase transition sharply upwards. The corollary is that when bond yields normalise, equities regain their excess riskiness versus bonds - and their valuations must suffer a phase transition sharply downwards. Chart I-5At A 2% Bond Yield, Bond Returns Have the Same Negative Asymmetry As Equity Returns Risk: The Great Misunderstanding Of Finance Risk: The Great Misunderstanding Of Finance According to our empirical and theoretical analysis, this phase transition sharply downwards is most pronounced when the global (10-year) bond yield rises through 2 percent. In rule of thumb terms, this is when the sum of the yields on the T-bond, German bund and JGB breaches and remains above 4 percent (Chart I-6). At such a phase transition, it would be prudent to de-risk portfolios and sit aside, at least for a while. Chart I-6When The Sum Of 10-Year Yields On The T-Bond, Bund, And JGB = 4%, The Global 10-Year Yield = 2% When The Sum Of 10-Year Yields On The T-Bond, Bund, And JGB = 4%, The Global 10-Year Yield = 2% When The Sum Of 10-Year Yields On The T-Bond, Bund, And JGB = 4%, The Global 10-Year Yield = 2% Just below this level, a sum in the 3-4 percent range defines a kind of 'no man's land' in which equities drift sideways, perfectly explaining the behaviour of the market through the past year. With the sum now at 3.75 percent, the current message is to remain at neutral allocation to equities versus bonds. Instead, our main asset allocation recommendation is a relative value position: long industrial commodities versus equities - and the position has already gained 4 percent in the past two weeks. The Main Risk For European Institutions Is Existential Sticking with this week's theme of risk, the main risk confronting Europe's major institutions such as the ECB, the EU Council, and the EU Commission is an existential risk. This is because the very existence of the pan-European project relies on the ongoing (largely) unanimous support of a collection of sovereign European nations. As these sponsoring nations often have conflicting claims and interests, Europe's major institutions have intentionally designed themselves as rules-based organisations. Adherence to the rules is essential to avoid the bias, exceptionalism, and moral hazard that could tear apart the pan-European project. And this simple unifying principle explains the current stance of the ECB towards monetary policy, the stance of the EU Council towards Brexit, and the stance of the EU Commission towards the Italian budget. For the ECB, its main policy tools - interest rates, forward guidance on interest rates, and asset purchases - are calibrated to deliver its single objective: aggregate euro area CPI inflation 'below but close to 2 percent'. After a recent wobble in euro area growth, the 6-month credit impulse has ticked up (Chart I-7). Hence, it would be hard for the ECB to conclude that the convergence of inflation to its medium-term target has been blown off course (Chart I-8) - so we expect no major changes to the ECB's forward guidance. Leaving our overall stance to the EUR as neutral, with a preferred long exposure to JPY/EUR. Chart I-7The Euro Area 6-Month Credit Impulse Has Ticked Up The Euro Area 6-Month Credit Impulse Has Ticked Up The Euro Area 6-Month Credit Impulse Has Ticked Up Chart I-8Euro Area Inflation Has Been Drifting Up To Target Euro Area Inflation Has Been Drifting Up To Target Euro Area Inflation Has Been Drifting Up To Target Turning to the EU Council's strategy for Brexit, it will be unyielding on the indivisibility of the EU's four freedoms: goods, services, capital, and people. To do otherwise would be to undermine the strength and integrity of one of the EU's greatest achievements: the largest single market in the world. To give the U.K. special favours would risk giving it an unfair competitive advantage, as well as setting a dangerous precedent for other EU countries that wanted out. Hence, to avoid a hard North/South or East/West border for Ireland, the U.K.'s only option will be to remain indefinitely in a customs union with the EU. Once this is recognised and accepted by the U.K. parliament, the pound will rally.2 Finally, relating to the Italian budget, the EU Commission will adhere to the broad principle of its fiscal rules - again, because it cannot set a dangerous precedent for others. However, there may be some 'give' on the 2019 deficit in return for some 'take' on the 2020 and 2021 deficits. Ultimately, we expect de-escalation and compromise in this battle - but we recommend remaining neutral towards Italian assets until the 10-year BTP yield moves closer to 3 percent (Chart I-9). Chart i-9Remain Neutral Italian Assets Until The 10-Year BTP Yield Moves Closer To 3% Remain Neutral Italian Assets Until The 10-Year BTP Yield Moves Closer To 3% Remain Neutral Italian Assets Until The 10-Year BTP Yield Moves Closer To 3% Dhaval Joshi, Senior Vice President Chief European Investment Strategist dhaval@bcaresearch.com 1 Please see the Global Investment Strategy Weekly Report 'Phase Transitions In Financial Markets: Lessons For Today' October 19, 2018 available at gis.bcaresearch.com 2 Please see the European Investment Strategy Weekly Report 'Understanding Brexit, Scandinavian Markets, And Semiconductors' October 18, 2018 available at eis.bcaresearch.com Fractal Trading Model* This week we note that the sharp sell-off in the Portuguese stock market is technically exhausted and ripe for a countertrend move. We prefer to express this as a market neutral pair-trade: long Portugal/short Hungary. Set the profit target at 6% with a symmetrical stop-loss. For any investment, excessive trend following and groupthink can reach a natural point of instability, at which point the established trend is highly likely to break down with or without an external catalyst. An early warning sign is the investment's fractal dimension approaching its natural lower bound. Encouragingly, this trigger has consistently identified countertrend moves of various magnitudes across all asset classes. Chart I-10 Long Portugal Equity Market Long Portugal Equity Market The post-June 9, 2016 fractal trading model rules are: When the fractal dimension approaches the lower limit after an investment has been in an established trend it is a potential trigger for a liquidity-triggered trend reversal. Therefore, open a countertrend position. The profit target is a one-third reversal of the preceding 13-week move. Apply a symmetrical stop-loss. Close the position at the profit target or stop-loss. Otherwise close the position after 13 weeks. Use the position size multiple to control risk. The position size will be smaller for more risky positions. * For more details please see the European Investment Strategy Special Report "Fractals, Liquidity & A Trading Model," dated December 11, 2014, available at eis.bcaresearch.com Fractal Trading Model Recommendations Equities Bond & Interest Rates Currency & Other Positions Closed Fractal Trades Trades Closed Trades Asset Performance Currency & Bond Equity Sector Country Equity Indicators Bond Yields Chart II-1Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-2Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-3Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Chart II-4Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Interest Rate Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations