Asset Allocation

Highlights Beige Book highlights disconnect between inflation words and inflation data. Peak in auto sales is not a harbinger of recession. Capital spending still trending higher. Inflation and inflation surprise will need to move higher before Fed hikes again. Big disconnect between 10-year yield and our fair value model. Feature Disconnect On Inflation Chart 1Beige Book Monitors Support##BR##Fed's Outlook On Economy And Inflation The Beige Book released on September 6 supports the Fed's base case outlook for the economy and inflation. It also keeps the Fed on track to begin trimming its balance sheet in September and boost rates by another 25 basis points in December if the CPI and PCE inflation readings turn higher. Our quantitative approach to the qualitative data in the Beige Book points to an acceleration in GDP and inflation, less business unease from a rising U.S. dollar, and ongoing improvement in real estate, both commercial and residential (Chart 1). At 64%, the BCA Beige Book Monitor was still near its cycle highs in September, providing further confirmation that economic growth was sturdy in the first two months of Q3. The Fed noted that "the information included in the report was primarily collected before Hurricane Harvey made landfall on the Gulf Coast." However, there was a mention of the storm's clout based on preliminary assessments of business and banking contacts across several districts. The U.S. dollar should not be much of an issue in the Q3 earnings season, according to the Beige Book. The greenback seems to have faded as a concern for small businesses and bankers, in sharp contrast with 2015 and early 2016 when Beige Book references to a strong dollar surged. The Q3 earnings reporting season will provide corporate managements with another forum to discuss the currency's impact on their operations. The 2% decline in the dollar over the past 12 months suggests that the dollar may even provide a small lift to Q3 results (Chart 1, panel 4). Remarkably, business uncertainty over government policy (fiscal, regulatory and health) has moved lower in 2017. The implication is that the business community is largely ignoring the lack of progress by Washington policymakers on Trump's agenda (Chart 1, panel 5). Echoing the market's disagreement with the Fed on inflation, the big disconnect in the Beige Book showed up in the number of inflation words (Chart 1, panel 3). Expressions of inflation dipped between the July and September reports. That said, a wide disconnect remains between the elevated inflation mentions and the soft readings on CPI and PCE. In the past, increased references to inflation have led measured inflation by a few months, suggesting that the CPI and core PCE may soon turn up. Bottom Line: The Beige Book backs the Fed's assertion that the economy will expand around 2% this year and inflation will mount in the coming months, supporting a gradual removal of policy accommodation. Policy uncertainty in Washington and worries over the dollar seem to be fading. The divide between the quantity of inflation words in the Beige Book and measured inflation remains unresolved. Neither the soft data in the Beige Book nor the hard data on the economy suggest that an economic downturn is nigh. Recession Not Imminent Some investors have concluded that the peak in auto sales, a key component of consumer spending on durable goods, suggests that a recession is imminent (Chart 2). We take a different view. Zeniths in consumer durable goods, followed closely by consumer services, were primary harbingers of economic downturns in the post-WWII period. However, expenditures on autos, light trucks and other durables tend to peak seven quarters before the onset of recession. Consumer spending on nondurable goods and services provide less of a warning, topping out just five and four quarters out, respectively. The implication for investors is that the peak in auto sales suggests that a recession is still several years away (Chart 3, panels 1-4). Chart 2Vehicle Sales May##BR##Have Peaked Chart 3Consumer Spending And##BR##Housing Prior To Recessions Housing investment provides an even earlier indication that a recession is on the horizon (Chart 3, panel-panel 5). Housing peaked 17 quarters before the start of the 2007 recession and 20 quarters, on average, before the onset of the 2001 and 1991 recession. Since the early 1960s, a crest in housing provided seven quarters of warning before a downturn commenced. While housing's contribution to overall economic growth plunged in Q2, we expect housing to provide fuel for the next few years as pent up demand from the depressed household formation rate since the GFC is worked off. The implication from our upbeat view on housing is that the next recession is still several years away. Bottom Line: We expect the next recession to be triggered by an over aggressive Fed, not by imbalances in one of more segments of the economy. It is premature to say that the economy is headed into recession based on a peak in auto sales. Stay long stocks versus bonds, but we recommend that clients be prudent, paring back any overweight positions and holding some safe-haven assets within diversified portfolios. Business Capital Spending Still Up Elevated readings on capex in the first half of the year should persist into the second half. Corporate managements may be postponing investment decisions until they have more clarity on federal tax policy and the Trump administration's plans for infrastructure investment. In short, corporations continue to struggle with how much and when to spend, rather than whether to invest at all. The key supports for sustained corporate spending stayed in place despite the soft July factory orders report and lackluster C&I loan growth. BCA's model for capex (based on non-residential fixed investment, small business optimism and the speculative-grade default rate) suggests lending is poised to climb on a 12-month basis (Chart 4) despite the softening of C&I loan growth since November 2016. Moreover, the 3.3% month-over-month (m/m) drop in factory orders in July masked an upward revision to orders in June and a substantial 1.0% m/m gain in core orders. Core shipments, which feed directly into GDP, rose 1.2% m/m in July. Almost all of the weakness in orders and shipments in July was linked to a 71% plunge in the volatile aircraft orders segment. BCA's research shows that sustainable capital spending cycles get underway only when businesses see evidence that consumer final demand is on the upswing. Consumer expenditures averaged an above-trend 2.7% in 1H. We anticipate that household spending will continue to improve in the second half of 2017.1 Moreover, recent readings on core durable goods orders and shipments show that the uptrend that began in mid-2016 persists, despite recent monthly wiggles in the data (Chart 5). Chart 4BCA Capex Model Points##BR##To Further Improvement Chart 5Capital Spending##BR##Remains In An Uptrend CEO confidence, still a primary support for capex, recently soared to a 13-year high in Q1, but retreated modestly in Q2. The last reading on this survey was in mid-July, and the dip in sentiment reflects the lack of legislative progress in Washington (Chart 5, top panel). The next CEO survey is set for mid-October. The dip in CEO sentiment in Q2 stands in sharp contrast with the easing of concerns around policy in the Beige Book. Chart 6Surprising Drop In Policy##BR##Uncertainty This Year Surprisingly, the chaos in Washington during the first eight months of the Trump administration has not led to an increase in economic policy uncertainty (Chart 6). Instead, after rising sharply in the wake of the Brexit vote in mid-2016 and the U.S. presidential election in November, policy uncertainty has ebbed. While uncertainty over economic policy remains elevated relative to the past few years, the concern under Trump is surprisingly subdued. This metric is in line with the Beige Book's assessment of Trump's impact on sentiment. A series of business-friendly legislative wins for the GOP and President Trump would further reduce any qualms. Even so, a failure by Congress to boost the debt ceiling and fund the U.S. government later this month would increase business worries/fears. Late last week, Trump cut a deal with Congressional Democrats to extend the debt ceiling for three months and is in talks to do away with it altogether. Bottom Line: The fundamentals still support solid business spending. However, BCA's positive capex outlook in the U.S. could be blemished if the Republicans fail to deliver on their promises to cut taxes and boost infrastructure spending in the next several months. Inflation Surprise And The Fed Chart 7The Fed Cycle And Inflation Surprise We expect inflation surprise to move higher, which could spur the Fed to resume its rate hike campaign. A disconnect has opened between economic surprise and inflation surprise.2 In the past 13 years, there have been 15 periods when economic surprise has climbed after a trough. The inflation surprise index temporarily increased in 13 of those episodes. For example, in the aftermath of the oil price peak in the U.S. in mid-2014, both economic surprise and inflation surprise diminished through early 2015 and then began climbing. However, today's inflation surprise index has rolled over while economic surprise has gained. The inflation surprise index escalated during previous tightening regimes when the economy was at full employment and the Fed funds rate was in accommodative territory (Chart 7). The last time those conditions were in place, which was in 2005, the Fed was wrapping up a rate increase campaign that began in mid-2004. Mounting inflation surprise also accompanied most of the Fed's rate increases from mid-1999 through mid-2000 under similar conditions. In late 2015, as the current set of rate hikes commenced, the inflation surprise index was on the upswing, the economy was close to full employment and the Fed funds rate was accommodative. What Does This Mean For The Fed? The above analysis underscores that economic growth is in good shape and it is likely to remain so for the next year at a minimum, barring any nasty shocks. Normally, the positive U.S. (and global) growth backdrop would place upward pressure on bond yields. It has not been the case this time. Investors appear skeptical of the ability of strong economic growth to generate higher inflation. The attitude seems to be "we will believe it when we see it". Some on the FOMC are taking a similar attitude. Lael Brainard, a FOMC governor, presented an interesting speech last week that makes this point. She speculated that inflation has been lower post-Lehman for structural reasons related partly to a drop in long-term inflation expectations. The Fed has been reluctant in the past to even hint that inflation expectations have become unmoored, because that could reinforce the trend, thus making it harder for the Fed to move inflation up to target. Brainard, a voting member of the committee with a dovish bias, argued that unemployment may have to undershoot the full employment level for longer than normal because low inflation expectations will be a persistent headwind. She also implied that the central bank should allow inflation to temporarily overshoot the 2% target. At a minimum, she wants to see evidence of rising inflation and inflation expectations before the Fed delivers the next rate hike. In the past, Brainard's speeches have sometimes heralded shifts in the FOMC's consensus. An example is her December 1, 2015 speech at Stanford.3 It is not clear if this is the case this time, but it does reinforce the view that a strong economy and a falling unemployment rate is not enough to justify another rate hike this year according to the consensus on the FOMC. Bottom Line: Our inflation indicators are pointing mildly up. Nonetheless, timing the upturn in inflation is difficult and the Fed will not hike in December without at least a modest rise in inflation (together with higher inflation expectations). We are short duration because Treasuries are overvalued and market expectations for Fed rate hikes over the next year are overly complacent (see next section). Nonetheless, a rise in yields may not be imminent. Disconnect On Duration The Global Manufacturing PMI reached a more than 6-year high in August, climbing from 52.7 in July to 53.1 last month (Chart 8, panel 3). Meanwhile, bullish sentiment toward the U.S. dollar continues to plunge (Chart 8, bottom panel). Together, these two factors suggest that global growth is accelerating and becoming broader based. BCA's U.S. Bond Strategy service4 views the improving global economic backdrop as an extremely bond-bearish development. A wide global recovery means that when U.S. data turns surprisingly positive, it is less likely that any increase in Treasury yields will be met with an influx of foreign demand and surge in the dollar. Our Treasury model (based on Global PMI and dollar sentiment) currently places fair value for the 10-year Treasury yield at 2.67% (Chart 8, top panel). Moreover, our 3-factor version of the model (which includes the Global Economic Policy Uncertainty Index), puts fair value slightly higher at 2.68% (not shown). Investors should continue to position for a steeper curve by favoring the 5-year bullet versus a duration-matched 2/10 barbell. After adjusting for changes in credit rating and duration over time, the average spread offered by the Bloomberg Barclays corporate bond index is fairly valued relative to similar stages of past business cycles. However, the Aaa-rated portion of the market looks expensive. Further, strong Q2 profit growth likely foreshadows a decline in net leverage. This lengthens the window for corporate bond outperformance. We recommend an overweight in the high-yield market. In the early stages of the previous two Fed tightening cycles (February 1994 to July 1994 and June 2004 to December 2005), the index option-adjusted spread averaged 342 bps and traded in a range between 259 bps and 394 bps. This puts the current junk spread (378 bps) almost in line with the average achieved during other similar monetary conditions (Chart 9). We continue to favor a "buy on the dips"5 approach in the high-yield market. Chart 8Treasury Fair Value Models Chart 9High-Yield Market Overview Regarding high-yield valuation, our estimated default-adjusted spread stands at 245 bps. Historically, this level is consistent with excess returns of just under 3% versus duration-matched Treasuries over the subsequent 12 months. Our estimated default-adjusted spread is based on an expected default rate of 2.6% and recovery rate of 49% (Chart 9, bottom panel). We remain underweight MBSs; While MBS are starting to look more attractive, especially relative to Aaa credit, we think it is still too soon to buy. The Fed will announce the run-off of its balance sheet when it meets later this month. The market has been pricing in this eventuality for most of the year, leading to a significant widening in MBS OAS. More recently, the option cost component of MBS spreads has joined in, widening alongside falling mortgage rates and expectations of rising prepayments. Bottom Line: Rates have tested their post-election lows, but BCA's fair value model suggests a bounce higher, which supports our stocks-over-bonds stance. In terms of U.S. bonds, we favor short duration over long and credit over high quality. MBSs will be hurt more than Treasuries as the Fed begins to shrink its balance sheet. John Canally, CFA, Senior Vice President U.S. Investment Strategy johnc@bcaresearch.com Ryan Swift, Vice President U.S. Bond Strategy ryans@bcaresearch.com Mark McClellan, Senior Vice President The Bank Credit Analyst markm@bcaresearch.com 1 Please see BCA's U.S. Investment Strategy Weekly Report, "The Fed's Third Mandate", July 24, 2017. Available at usis.bcaresearch.com. 2 Please see BCA's U.S. Investment Strategy Weekly Report, "Surprise, Surprise", August 28, 2017. Available at usis.bcaresearch.com. 3 https://www.federalreserve.gov/newsevents/speech/brainard20151201a.htm 4 Please see U.S. Bond Strategy Portfolio Allocation Summary, "The Cyclical Sweet Spot Rolls On," September 5, 2017. Available at usbs.bcaresearch.com. 5 Please see BCA's U.S. Bond Strategy Weekly Report, "Keep Buying Dips," March 28, 2017. Available at usbs.bcaresearch.com.

Feature Dear Client, In addition to this abbreviated Weekly Report, I am sending you a Special Report written by Mark McClellan, Managing Editor of the monthly Bank Credit Analyst. Mark makes a compelling case that the deflationary effects of the "Amazon economy" are overstated. I trust you will find his report very informative. Best regards, Peter Berezin, Chief Global Strategist Global Investment Strategy Chart 1September Is Generally ##br##Not A Good Time Of Year For Stocks My colleagues and I convened a meeting earlier this week to discuss whether to abandon our long-standing cyclically bullish view towards risk assets. Several of them felt it was time to turn more cautious. I am sympathetic to their concerns: Valuations are stretched, volatility is low, and geopolitical risks (most notably North Korea) are on the rise. Profit growth is likely to decelerate later this year, as the easy comps stemming from the depressed level of earnings in the first half of 2016 vanish. Meanwhile, stocks are entering the volatile early autumn months, a period which has historically seen poor returns (Chart 1). Nevertheless, at times like these, it is useful to fall back on our time-tested indicators. Bear markets have almost always coincided with economic recessions, with the latter usually causing the former (Chart 2). None of our recession-timing signals are flashing red: To cite just a few examples, ISM manufacturing new orders are strong, initial unemployment claims are low, core capital goods orders are accelerating, and the yield curve is not in any immediate risk of inverting (Chart 3). Chart 2Recessions And Bear Markets Usually Overlap Chart 3No Warnings Of Recession Here U.S. financial conditions have eased sharply this year, which should support growth over the next few quarters (Chart 4). A recent IMF report highlighted that easier U.S. financial conditions tend to generate positive spillovers onto other countries.1 The fact that all 45 countries monitored by the OECD are on track to grow this year - the first time this has happened since 2007 - is a testament to the strong fundamentals underpinning the global economy. Chart 4Easing Financial Conditions Bode Well For Growth The Fed's Dot Problem In this light, the Fed's projection that the unemployment rate will end this year at 4.3% and only fall to 4.2% by end-2018 no longer looks credible. If U.S. GDP growth remains above trend, as we expect, the unemployment rate could fall below its 2000 low of 3.8% by next summer. That will be enough to prompt investors to price in a few more rate hikes. Considering that the market expects just 22 basis points in hikes through to end-2018, this is not a high bar to clear. A bit more fiscal stimulus would add to the pressure to tighten monetary policy. While any meaningful progress on tax reform will be difficult to achieve, the odds are good that Congress will agree to cut statutory corporate and personal tax rates, with the latter focusing mainly on middle-income earners. Failure to raise the debt ceiling or extend federal spending authority beyond the current budget window could scuttle the benefits from lower tax rates. Fortunately, the risks of such an outcome have receded. If there is a silver lining from Hurricane Harvey, it is that the disaster could at least temporarily overcome the political impasse in Washington. Congress will need to appropriate additional disaster relief funds over the coming weeks. Politicians who are seen as creating roadblocks to such funding will face the electorate's wrath. The odds of an infrastructure bill passing through Congress have also risen. All recoveries eventually run out of steam, but this one can last at least until the second half of 2019, which will make it the longest U.S. expansion on record. As we discussed several weeks ago, the next recession is likely to be triggered by the Fed scrambling to hike rates in response to rising inflation.2 This is not an immediate concern, given that it usually takes a while for an overheated economy to generate inflation - especially since the U.S. currently can satisfy rising domestic demand with higher imports. However, the risks of overheating will increase as unemployment falls further and excess capacity elsewhere in the world is absorbed. Draghi After Jackson Hole Chart 5A Stronger Euro Is Deflationary Textbook economic theory states that a shift in consumption towards imported goods requires a real appreciation of the currency. The dollar, of course, has done exactly the opposite of that, depreciating by 6.6% in trade-weighted terms since the start of the year. The euro, in particular, has gained significant ground against the greenback, rising above $1.20 at one point this week. Mario Draghi's failure to express concerns about the resurgent euro during his Jackson Hole address was construed by many market participants as a green light for further currency strength. We are skeptical of this "saying nothing means you are saying something" interpretation. Draghi wanted to acknowledge (and partly take credit for) the recovery across the euro area, but he is cognizant of the problems posed by a stronger euro. The ECB's June forecast showed inflation rising to only 1.6% in 2019. In the period since those forecasts were compiled, the trade-weighted euro has appreciated by 3.9%, bringing the year-to-date gain to 6.2% (Chart 5). ECB staff calculations, which Draghi has approvingly quoted, show that a 10% appreciation in the euro would reduce inflation by 0.2 percentage points in the first year and 0.6-to-0.8 points in the subsequent two years.3 Better-than-expected growth since the June forecasts will offset some of the deflationary impact from the stronger euro, but probably not by much, given that the Phillips curve is quite flat at high-to-moderate levels of spare capacity. With labor market slack across the euro area still 3.2 percentage points higher today than in 2008 (and 6.7 points higher outside of Germany), it will be a while before stronger growth generates markedly higher inflation. We expect the ECB to reduce its 2018/2019 inflation forecast by 0.1-to-0.2 percentage points next week. It would be awkward for the central bank to play up the prospect of monetary policy normalization while it is simultaneously trimming its inflation projections. This suggests that the ECB's communications could turn more dovish, thereby limiting further upside for the euro. EUR/USD is currently trading near the top of the $1.10-to-$1.20 range that we foresee lasting for the next 10 months. Thus, our expectation is that the euro will weaken over the next few months, ending the year near $1.15, and potentially moving back towards its 2017 lows in the second half of next year, as an overheated U.S. economy forces the Fed to pick up the pace of rate hikes. Peter Berezin, Chief Global Strategist Global Investment Strategy peterb@bcaresearch.com 1 Please see "Getting The Policy Mix Right," IMF Global Financial Stability Report, (Chapter 3), (April 2017). 2 Please see Global Investment Strategy Weekly Report, "From Slow Burn Recovery to Retro-Recession?" dated August 18, 2017. 3 Please see European Central Bank, "March 2017 ECB Staff Macroeconomic Projections For The Euro Area." APPENDIX 1 Tactical Global Asset Allocation Monthly Update To complement our analysis, we use a variety of time-tested models to assess the global investment outlook. At present, these models favor global equities over bonds over a three-month horizon (Appendix Table 1). Appendix Table 1BCA's Tactical Global Asset Allocation Recommendations* Our business cycle equity indicators remain in bullish territory, as reflected in strong global growth and rising corporate earnings. Our monetary and financial indicators are also generally supportive. In contrast, our sentiment readings are sending mixed signals. On the one hand, implied equity volatility remains low and institutional exposure to stocks is quite high. On the other hand, surveys of retail investors show a healthy skepticism towards the bull market, which is a positive contrarian indicator. As has been the case for some time, our valuation measures are signaling that stocks are expensive, but these are typically useful only over horizons beyond one or two years. As we flagged last month, stocks tend to do poorly in August and September, which may hurt returns over the next few weeks. The stronger euro will negatively impact earnings in the euro area. This has caused our models to suggest a slight downgrade to European equities. However, we are inclined to fade this signal, given our expectation that the euro will give up some of its recent gains. Japanese stocks continue to score well on our metrics, buoyed by strengthening corporate profits and attractive valuations. Emerging market equities are fairly valued, although China still appears cheap. The rally in U.S. Treasurys has caused the gap between the 10-year yield and our model's fair value estimate to widen to around 50 basis points, the highest since last September. European and Japanese bonds also look somewhat overvalued, although the latter will continue to receive support from the BoJ's yield curve targeting operations. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

GAA DM Equity Country Allocation Model Update The GAA DM Equity Country Allocation model is updated as of August 30th, 2017. The model has continued to reduce its allocation to the U.S. driven by worsening liquidity condition, and it's the second consecutive month that the U.S. allocation is the largest underweight. Australia is downgraded to neutral on concern of valuation. Germany and Netherland continued to receive more allocation and Canada's underweight is reduced as well, as shown in Table 1. Table 1Model Allocation Vs. Benchmark Weights Table 2Performance (Total Returns In USD) As shown in Table 2 and Charts 1, 2 and 3, the overall model outperformed its benchmark by 18 bps in August, entirely due to the 43 bps outperformance of Level 2 model where the overweight in Italy and Germany versus the underweight in Japan, Spain and Canada worked very well. Chart 1GAA DM Model Vs. MSCI World Chart 2GAA U.S. Vs. Non U.S. Model (Level1) Chart 3GAA Non U.S. Model (Level 2) Please see also on the website http://gaa.bcaresearch.com/trades/allocation_performance. For more details on the models, please see the January 29th, 2016 Special Report, "Global Equity Allocation: Introducing the Developed Markets Country Allocation Model." http://gaa.bcaresearch.com/articles/view_report/18850. Please note that the overall country and sector recommendations published in our Monthly Portfolio Update and Quarterly Portfolio Outlook use the results of these quantitative models as one input, but do not stick slavishly to them. We believe that models are a useful check, but structural changes and unquantifiable factors need to be considered too in making overall recommendations. GAA Equity Sector Selection Model The GAA Equity Sector Selection Model (Chart 4) is updated as of August 30, 2017. Chart 4Overall Model Performance Table 3Allocations Table 4Performance Since Going Live The model is optimistic on global growth and maintains in cyclical tilt. However, the magnitude of overweight in cyclical sectors has reduced on the back of momentum indicators. The biggest change has been utilities which has moved from a 2% underweight to a 1.7% overweight. For more details on the model, please see the Special Report "Introducing The GAA Equity Sector Selection Model," July 27, 2016 available at https://gaa.bcaresearch.com. Xiaoli Tang, Associate Vice President xiaoli@bcaresearch.com Aditya Kurian, Research Analyst adityak@bcaresearch.com

Feature Shrugging Off The Political Noise All the political noise of August (White House resignations, Charlottesville, North Korean missile launches, the looming U.S. debt ceiling) could do no more than trigger a minor market wobble: at the worst point, global equities were off only 2% from their all-time high. The reason is that global cyclical growth remains strong, earnings are accelerating, and central banks have no immediate need to turn hawkish. In such an environment, risk assets should continue to outperform over the next 12 months. The political risks will not disappear (and will no doubt produce further hair-raising moments), but they are unlikely to have a decisive impact on markets. BCA's geopolitical strategists think eventually there will be a diplomatic solution to the North Korean situation - albeit only after a significant further rise in tension forces the two sides to the negotiating table.1 It is hard to imagine the debt ceiling not being raised, since Republicans control both houses of Congress and the White House, and they would be blamed for any disruption caused by a failure to raise it. Recent personnel changes in the White House have left - for now - a more pragmatic "Goldman Sachs clique" in charge. We believe there is still a reasonable likelihood of tax cuts, not least since the Republicans are on track to lose a lot of seats in next year's mid-term elections unless they can boost the administration's popularity (Chart 1). Recent growth data has been decent. U.S. Q2 GDP growth was revised up to 3% QoQ annualized, and the regional Fed NowCasts point to 1.9-3.4% growth in Q3. If anything, growth momentum in the euro area (2.4% in Q2) and Japan (4%) is even better. Corporate earnings growth continues to accelerate too, with S&P 500 EPS growth in the second quarter coming in at 10% YoY, compared to a forecast of just 6% before the results season started. BCA's models suggest that, in all regions, earnings growth is likely to continue to accelerate for a couple more quarters (Chart 2). Chart 1Republicans Need A Popularity Boost Chart 2Earnings Continue To Accelerate The outlook for the dollar remains the key to asset allocation. The market currently assumes that the dollar will weaken further, as U.S. inflation stays low and the Fed, therefore, stays on hold. Futures markets currently price only a 38% probability of a Fed hike in December, and only 25 BP of hikes over the next 12 months. If markets are right, this scenario would be positive for emerging market equities and commodity currencies, and would mean that long-term rates would be likely to stay low, around current levels. But we think that assumption is wrong. Diffusion indexes for core inflation have begun to pick up (Chart 3). The tight labor market should start to push up wages, dollar deprecation is already coming through in the form of rising import prices, and some transitory factors (pre-election drugs price rises, for example) will fall out of the data soon. The Fed is clearly nervous that it has fallen behind the curve, especially since financial conditions have recently eased significantly (Chart 4). A moderate stabilization of inflation by December would be enough to push the Fed to hike again - and to reiterate its plan to raise rates three times next year. Chart 3Inflation To Pick Up? Chart 4Financial Condition: Easy In The U.S., Tight In Europe Meanwhile, long-term interest rates in developed economies look too low given growth prospects (Chart 5). As inflation picks up, the Fed talks more hawkishly, and the dollar begins to appreciate again, rates are likely to move up in the U.S. and in the euro zone. Our view, then, is that the Fed will tighten faster than the market expects, long-term rates will rise and the dollar will appreciate. Equities might wobble initially as they price in the tighter monetary policy but, as long as growth continues to be strong, should outperform bonds on a 12-month basis. Our scenario would be positive for euro zone and Japanese equities, but somewhat negative for EM equities. Equities: We prefer DM equities over EM. Emerging equities have been boosted over the past 12 months by the weaker dollar and Chinese reflation. With the dollar likely to appreciate (for the reasons argued above), and a slowdown in Chinese money supply growth pointing to slower growth in that economy (Chart 6), we think EM equities will struggle over coming quarters. Meanwhile, there is little sign that domestic growth momentum is improving in emerging economies (Chart 7). Within DM, our underlying preference is for euro zone and Japanese equities. Our quants model now points to an underweight for the U.S. We haven't implemented this yet because 1) of our view that the USD will strengthen, and 2) we prefer not to make too frequent changes to recommendations. We will review this in our next Quarterly. Chart 5Rates Lag Behind Global Growth Chart 6Slowing Chinese Money Growth Is A Risk For EM Chart 7EM Domestic Growth Anemic Text below Fixed Income: BCA's model of fair value for the 10-year U.S. Treasury yield (the model incorporates the Global Manufacturing PMI and USD bullish sentiment) points to 2.6%, almost 50 BP above the current level (Chart 8). We therefore expect G7 government bonds to produce a negative return over the next 12 months, as inflation expectations rise and monetary policy continues to "normalize". We still find some attraction in spread product, especially in the U.S. (Chart 9). While spreads are quite low compared to history, U.S. high-yield spreads remain 119 BP above historic lows, while euro area ones are only 65 BP above. Chart 8U.S. Rate Fair Value Is Around 2.6% Chart 9Credit Spreads Not At Record Lows Currencies: The euro has likely overshot. Long speculative positions are close to record levels (Chart 10) and the currency has returned to its Purchasing Power Parity level against the USD (Chart 11). An announcement of a "dovish" tapering of asset purchases by ECB President Draghi in September could persuade the market that the ECB will continue to be much more cautious about tightening than the Fed. The yen is also likely to weaken against the US dollar as global rates rise, since the BoJ will not change its yield curve control policy despite the better recent growth numbers, given how far inflation is still from its target. Chart 10There Are A Lot Of Euro Bulls Chart 11Euro Is No Longer Undervalued Commodities: Our forecast that a drawdown in crude inventories will push the WTI price back up is slowing coming about. U.S. crude inventories have fallen by 25.3 million barrels since the start of the year. The after-effects of Hurricane Harvey might affect the data for a while but, as long as global demand holds up, the crude oil price should rise further, with WTI moving over $55 a barrel by year-end. Metals prices have moved largely sideways year to date, and future movements depend mostly on the outlook for Chinese growth, which may begin to slow. In particular, the recent run-up in copper prices (which have risen by 20% since early June) seems unsustainable. The bullish sentiment was mostly due to short-term supply/demand imbalances caused by labor disruptions at some major mines. However, Chinese copper demand, especially for construction, is likely to weaken over coming months.2 Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com 1 Please see Geopolitical Strategy Weekly Report "Can Pyongyang Derail The Bull Market," dated 16 August 2017, available at gps.bcaresearch.com 2 Please see Commodity & Energy Strategy Weekly Report "Copper's Getting Out Ahead Of Fundamentals, Correction Likely," dated 24 August 2017, available at ces.bcaresearch.com Recommended Asset Allocation

Highlights Financial markets have slipped into a 'risk off' phase. The upbeat second quarter earnings season in the U.S., Japan and the Eurozone was overwhelmed by a number of negative events. Equity bear markets are usually associated with recessions. On that score, we do not see any warning signs of an economic downturn. However, geopolitical risks are rising at a time when valuation measures suggest that risk assets are vulnerable. We do not see the debt ceiling or the failure of movement on U.S. tax reform as posing large risks for financial markets. However, trade protectionism and, especially, North Korea are major wildcards. We don't believe the tensions in the Korean peninsula will end the cyclical bull market in global equities. Nonetheless, investors should expect to be tested numerous times over the next year to 18 months. BCA Strategists debated trimming equity exposure to neutral. However, the majority felt that, while there will be near-term volatility, the main equity indexes are likely to be higher on a 6-12 month horizon. Riding out the volatility is a better approach than trying to time the short-term ups and downs. That said, it appears prudent to be well shy of max overweight positions and to hold some safe haven assets within diversified portfolios. On a positive note, we have upgraded our EPS growth forecasts, except in the Eurozone where currency strength will be a significant drag in the near term. The Fed faced a similar low inflation/tight labor market environment in 1999. Policymakers acted pre-emptively and began to tighten before inflation turned up. This time, the FOMC will want to see at least a small increase in inflation just to be sure. Wages may be a lagging indicator for inflation in this cycle. Watch a handful of other indicators we identify that led inflection points in inflation in previous long economic expansions. This year's euro strength is unlikely to delay the next installment of ECB tapering, which we expect in early in 2018. Investors seem to be taking an "I'll believe it when I see it" attitude toward the U.S. inflation outlook, which has led to very lopsided rate expectations. Keep duration short. Feature Chart I-1Trump Popularity Headwind For Tax Reform A 'risk off' flavor swept over financial markets in August. The upbeat second quarter earnings season in the U.S., Japan and the Eurozone was overwhelmed by a number of negative events, from President Trump's Charlottesville controversy to the never-ending staff changes in the White House to North Korean tensions to the Texas flood and the terror attack in Spain. Trump's popularity rating is steadily declining, even now among Republican voters (Chart I-1). This has raised concerns that none of his business-friendly policies, tax cuts or initiatives to boost growth will be successfully enacted. It is even possible that the debt ceiling will be used as a bargaining chip among the various Republican factions. The political risks are multiplying at a time when the equity and corporate bond markets are pricey. Valuation measures do not help with timing, but they do inform on the potential downside risk if things head south. At the moment, we do not see any single risk as justifying a full retreat into safe havens and a cut in risk asset allocation to neutral or below. Nonetheless, there is certainly a case to be cautious and hold some traditional safe haven assets. Timing The Next Equity Bear Market It is rare to have an equity bear market without a recession in the U.S. There have been plenty of market setbacks that did not quite meet the 20% bear-market threshold, but were nonetheless painful even in the absence of recession (Black Monday, LTCM crisis, U.S. debt ceiling showdown and euro crises). Unfortunately, these corrections are very difficult to predict. At least with recessions, investors have a fighting chance in timing the exit from risk exposure. The slope of the yield curve and the Leading Economic Indicator (LEI) are classic recession indicators, and for good reason (Chart I-2). Over the past 50 years they have both successfully called all seven recessions with just one false positive. We can eliminate the false positive signals by combining the two indicators and follow a rule that both must be in the red to herald a recession.1 Chart I-2The Traditional Recession Indicators Have Worked Well It will be almost impossible for the yield curve to invert until the fed funds rate is significantly higher than it is today. Thus, it may be the case that a negative reading on the LEI, together with a flattening (but not yet inverted) yield curve, will be a powerful signal that a recession is on the way. Neither of these two indicators are warning of a recession. Global PMIs are hovering at a level that is consistent with robust growth. The erosion in the Global ZEW and the drop in the diffusion index of the Global LEI are worrying signs, but at the moment are consistent with a growth slowdown at worst (Chart I-3). Financial conditions remain growth-friendly and subdued inflation is allowing central banks to proceed cautiously when tightening (in the case of the Fed and Bank of Canada) or tapering (ECB). As highlighted in last month's Overview, the global economy has entered a synchronized upturn that should persist for the next year. The U.S. will be the first major economy to enter the next recession, but that should not occur until 2019 or 2020, barring any shocks in the near term. That said, risk asset prices have been bid up sharply and are therefore vulnerable to a correction. Below, we discuss five key risks to the equity bull market. (1) Is All Lost For U.S. Tax Cuts? Our recent client meetings highlight that investors are skeptical that any fiscal stimulus or tax cuts will see the light of day in the U.S. Tax cuts and infrastructure spending appear to have been priced out of the equity market, according to the index ratios shown in Chart I-4. We still expect a modest package to eventually be passed, although time is running out for this year. Tax reform is a major component of Trump's and congressional Republicans' agenda. If it fails, Republicans will have to go to their home districts empty-handed to campaign for the November 2018 midterm elections. Chart I-3Some Worrying Signs On Growth Chart I-4Fiscal Stimulus Largely Priced Out One implication of Tropical Storm Harvey is that it might force Democrats and Republicans to cooperate on an infrastructure bill for rebuilding. Even a modest spending boost or tax reduction would be equity-market positive given that so little is currently discounted. The dollar should also receive a lift, especially given that the Fed might respond to any fiscally-driven growth impulse with higher interest rates. (2) Who Will Lead The Fed? There is a significant chance that either Yellen will refuse to stay on when her term expires next February or that Trump will appoint someone else anyway. In this case, we would expect the President to do everything he can to ensure that the Fed retains its dovish bias. This means that he is likely to favor a non-economist and a loyal adviser, like Gary Cohn, over any of the more traditional, and hawkish, Republican candidates. Cohn could not arrive at the Fed and change the course of monetary policy on day one. The FOMC votes on rate changes, but in reality decisions are formed by consensus (with one or two dissents). The only way Cohn could implement an abrupt change in policy is if the Administration stacks the Fed Governors with appointees that are prepared to "toe the line" (the Administration does not appoint Regional Fed Presidents). Stacking the Governorships would take time. Nonetheless, it is not clear why President Trump would take a heavy hand in monetary policy when the current FOMC has been very cautious in tightening policy. The bottom line is that we would not see Cohn's appointment to the Fed Chair as signaling a major shift in monetary policy one way or the other. (3) The Debt Ceiling A more immediate threat is the debt ceiling. Recent fights over Obamacare and tax reform have pit fiscally conservative Republicans against the moderates, and it is possible that the debt ceiling is used as a bargaining chip in this battle. While government shutdowns have occurred in the past, the debt ceiling has never been breached. At the end of the day, the debt ceiling will always be raised because no government could stand the popular pressure that would result from social security checks not being mailed out to seniors or a halt to other entitlement programs. Even the Freedom Caucus, the most fiscally conservative grouping in the House, is considerably divided on the issue. This augurs well for a clean bill to raise the debt ceiling as the Republican majority in the House is 22 and the Freedom Caucus has 31 members. Democrats will not stand in the way of passage in the Senate. The worst-case scenario for the market would be a two-week shutdown in the first half of October, just before the debt ceiling is hit. We would not expect a shutdown to have any lasting impact on the economy, although it could provide an excuse for the equity market to correct. That said, the risk of even a shutdown has been diminished by events in Houston. It would be very difficult and damaging politically to shut down the government during a humanitarian emergency. (4) Trade And Protectionism The removal of White House Chief Strategist Stephen Bannon signals a shift in power toward the Goldman clique within the Trump Administration. National Economic Council President Gary Cohn, Treasury Secretary Steven Mnuchin, and Commerce Secretary Wilbur Ross are now firmly in charge of economic policy. The mainstream media has interpreted this shift within the Administration as reducing the risk of trade friction. We do not see it that way. President Trump still sounds hawkish on trade, particularly with respect to China. Our geopolitical experts point out that there are few constraints on the President to imposing trade sanctions on China or other countries. He could use such action to boost his popularity among his base heading into next year's midterm elections. On NAFTA, the Administration took a hard line as negotiations kicked off in August. This could be no more than a negotiating tactic. Our base case is that it will be some time before investors find out if negotiations are going off the rails. That said, the situation is volatile for both NAFTA and China, and we can't rule out a trade-related risk-off phase in financial markets over the next year. (5) North Korea North Korea's missile launch over Japan highlights that the tense situation is a long way from a resolution. The U.S. is unlikely to use military force to resolve the standoff. There are long-standing constraints to war, including the likelihood of a high death toll in Seoul. Moreover, China is unlikely to remain neutral in any conflict. However, the U.S. will attempt to establish a credible threat in order to contain Kim Jong-un. From an investor's perspective, it will be difficult to gauge whether the brinkmanship and military displays are simply posturing or evidence of real preparations for war.2 We don't believe the tensions in the Korean peninsula will end the cyclical bull market in global equities. Nonetheless, investors should expect to be tested numerous times over the next year to 18 months. Adding it all up, there is no shortage of things to keep investors awake at night. We would be de-risking our recommended portfolio were it not for the favorable earnings backdrop in the major advanced economies. Profit Outlook Update Chart I-5EPS Growth Outlook Second quarter earnings season came in even stronger than our upbeat models suggested in the U.S., Eurozone and Japan. This led to upward revisions to our EPS growth forecast, except in the Eurozone where currency strength will be a significant drag in the near term. The U.S. equity market enjoyed another quarter of margin expansion in Q2 2017 and the good news was broadly based. Earnings per share were higher versus Q2 2016 in all 11 sectors. Results were particularly strong in energy, technology and financials. Looking ahead, an update of our top-down model suggests the EPS growth will peak just under 20% late this year on a 4-quarter moving average basis, before falling to mid-single digits by the end of 2018 (Chart I-5). The peak is predicted to be a little higher than we previously forecast largely due to the feed-through of this year's pullback in the dollar. In Japan, a solid 70% of reporting firms beat estimates. Chart I-6 shows that Japan led all other major stock markets in positive earnings surprises in the second quarter. Manufacturing sectors, such as iron & steel, chemicals and machinery & electronics, were particularly impressive in the quarter, reflecting yen weakness and robust overseas demand. Japanese earnings are highly geared to the rebound in global industrial production. Moreover, Japan's nominal GDP growth accelerated in the second quarter and the latest PPI report suggested that corporate pricing power has improved. Twelve-month forward EPS estimates have risen to fresh all times highs, and have outperformed the U.S. in local currencies so far this year. Corporate governance reform - a key element of Abenomics - can take some credit for the good news on earnings. The share of companies with at least two independent directors rose from 18% in 2013 to 78% in 2016. The number of companies with performance-linked pay increased from 640 to 941, while the number that publish disclosure policies jumped from 679 to 1055. Analysts have been slow to factor in these positive developments. We expect trailing EPS growth to peak at about 25% in the first half of 2018 on a 4-quarter moving total basis, before edging lower by the end of the year. This is one reason why we like the Japanese market over the U.S. in local currency terms. Second quarter results in the Eurozone were solid, although not as impressive as in the U.S. and Japan. The 6% rise in the trade-weighted euro this year has resulted in a drop in the earnings revisions ratio into negative territory. Our previous forecast pointed to a continued rise in the 4-quarter moving average growth rate into the first half of 2018. However, we now expect the growth rate to dip by year end, before picking up somewhat next year. If the euro is flat from today's level, our model suggests that the drag on EPS growth will hover at 3-4 percentage points through the first half of next year as the negative impact feeds through (Chart I-7, bottom panel). Chart I-6Japan Led In Q2 Earning Surprises Chart I-7Currency Effects On Eurozone EPS Our top-down EPS model highlights that Eurozone earnings are quite sensitive to swings in the currency. In Chart I-7, we present alternative scenarios based on the euro weakening to EUR/USD 1.10 and strengthening to EUR/USD 1.30. For demonstration purposes we make the extreme assumption that the trade-weighted value of the euro rises and falls by the same amount in percentage terms. Profit growth decelerates by the end of 2017 in all three scenarios because of the lagged effect of currency swings. The projections begin to diverge only in 2018. EPS growth surges to around 20% by the end of next year in the euro-bear case, as the tailwind from the weakening currency combines with continuing robust economic growth. Conversely, trailing earnings growth hovers in the 5-8% range in the euro bull scenario, which is substantially less than we expect in the U.S. and Japan over the next year. EPS growth remains in positive territory because the assumed strength in European and global growth dominates the drag from the euro. The strong euro scenario would be negative for Eurozone equity relative performance versus global stocks in local currencies, although Europe might outperform on a common currency basis. The bottom line is that 12-month forward earnings estimates should remain in an uptrend in the three major economies. This means that, absent a negative political shock, the equity bull phase should resume in the coming months. Monetary policy is unlikely to spoil the party for risk assets, although the bond market is a source of risk because investors seem unprepared for even a modest rise in inflation. FOMC Has Seen This Before The Minutes from the July FOMC meeting highlighted that the key debate still centers on the relationship between labor market tightness and inflation, the timing of the next Fed rate hike and how policy should adjust to changing financial conditions. Chart I-8The FOMC Has Been Here Before The majority of policymakers are willing for now to believe that this year's soft inflation readings are driven largely by temporary 'one-off' factors. The hawks worry that a further undershoot of unemployment below estimates of full employment could suddenly generate a surge of inflation. They also point to the risk that low bond yields are promoting excess risk taking in financial markets. Moreover, the recent easing in financial conditions is stimulative and should be counterbalanced by additional Fed tightening. The hawks are thus anxious to resume tightening, despite current inflation readings. Others are worried that inflation softness could reflect structural factors, such as restraints on pricing power from global developments and from innovations to business models spurred by advances in technology. In this month's Special Report beginning on page 18, we have a close look at the impact of "Amazonification" in holding down overall inflation. We do not find the evidence regarding e-commerce compelling, but the jury is still out on the impact of other technologies. If robots and new business strategies are indeed weighing on inflation, it would mean that the Phillips curve is very flat or that the full employment level of unemployment is lower than the Fed estimates (or both). Either way, the doves would like to see the whites-of-the-eyes of inflation before resuming rate hikes. The last time the Fed was perplexed by a low level of inflation despite a tight labor market was in the late 1990s (Chart I-8). The FOMC cut rates following the LTCM financial crisis in late 1998, and then held the fed funds rate unchanged at 4¾% until June 1999. Core inflation was roughly flat during the on-hold period at 1% to 1½%, even as the unemployment rate steadily declined and various measures pointed to growing labor shortages. The FOMC 's internal debate in the first half of 1999 sounded very familiar. The minutes from meetings at that time noted that some policymakers pointed to the widespread inability of firms to raise prices because of strong competitive pressures in domestic and global markets. Some argued that significant cost saving efforts and new technologies also contributed to the low inflation environment for both consumer prices and wages. One difference from today is that productivity growth was solid at that time. The FOMC decided to hike rates in June 1999 by a quarter point, despite the absence of any clear indication that inflation had turned up. Policymakers described the tightening as "a small preemptive move... (that) would provide a degree of insurance against worsening inflation later". The Fed went on to lift the fed funds rate to 6½% by May 2000. Interestingly, the unemployment rate in June 1999 was 4.3%, exactly the same as the current rate. There are undoubtedly important differences in today's macro backdrop. The Fed is also more fearful of making a policy mistake in the aftermath of the Great Recession and financial crisis. Nonetheless, the point is that the Fed has faced a similar low inflation/tight labor market environment before, but in the end patience ran out and policymakers acted pre-emptively. Inflation Warning Signs During Long-Expansions We have noted in previous research that inflation pressures are slower to emerge in 'slow burn' recoveries, such as the 1980s and 1990s. In Chart I-9, we compare the core PCE inflation rate in the current cycle with the average of the previous two long expansion episodes (the inflection point for inflation in the previous cycles are aligned with June 2017 for comparison purposes). The other panels in the chart highlight that, in the 1980s and 1990s, wage growth was a lagging indicator. Economic commentators often assume that inflation is driven exclusively by "cost push" effects, such that the direction of causation runs from wage pressure to price pressure. However, causation runs in the other direction as well. Households see rising prices and then demand better wages to compensate for the added cost of living. This is not to say that we should totally disregard wage information. But it does mean that we must keep an eye on a wider set of data. Indicators that provided some leading information in the previous two long cycles are shown in Chart I-10. To this list we would also add the St. Louis Fed's Price Pressure index, which is not shown in Chart I-10 because it does not have enough history. At the moment, the headline PPI, ISM Prices Paid and BCA's pipeline inflation pressure index are all warning that inflation pressures are gradually building. However, this message is not confirmed by the St. Louis Fed's index and corporate selling prices. We are also watching the velocity of money, which has been a reasonably good leading indicator for U.S. inflation since 2000 (Chart I-11). Chart I-9In The 80s & 90s Wage Growth ##br##Gave No Early Warning On Inflation Chart I-10Leading Indicators Of Inflation ##br##In "Slow Burn" Recoveries Chart I-11Money Velocity And Inflation Our Fed view remains unchanged from last month; the FOMC will announce its balance sheet diet plan in September and the next rate hike will take place in December. Nonetheless, this forecast hangs on the assumption that core inflation edges higher in the coming months. Some indicators are pointing in that direction and recent dollar weakness will help. Wake Me When Inflation Picks Up Investors seem to be taking an "I'll believe it when I see it" attitude toward the U.S. inflation outlook. They also believe that persistent economic headwinds mean that monetary policy will need to stay highly accommodative for a very long time. Only one Fed rate hike is discounted between now and the end of 2018, and implied forward real short-term rates are negative until 2022. While we do not foresee surging inflation, the risks for market expectations appear quite lopsided. We expect one rate hike by year end, followed by at least another 50 basis points of tightening in 2018. The U.S. 10-year yield is also about almost 50 basis points below our short-term fair value estimate (Chart I-12). Moreover, over the medium- and long-term, reduced central bank bond purchases will impart gentle upward pressure on equilibrium bond yields. Twenty-eighteen will be the first time in four years in which the net supply of government bonds available to private investors will rise, taking the U.S., U.K., Eurozone and Japanese markets as a group. This year's euro strength is unlikely to delay the next installment of ECB tapering, which we expect in early in 2018. The currency appreciation will keep a lid on inflation in the near term. However, we see the euro's ascent as reflective of the booming economy, rather than a major headwind that will derail the growth story. Overall financial conditions have tightened this year, but only back to levels that persisted through 2016 (Chart I-13). Chart I-12U.S. 10-year Yield Is Below Fair Value Chart I-13Financial Conditions It will take clear signs that the economy is being negatively affected by currency strength for the ECB to back away from tapering. Indeed, the central bank has little choice because the bond buying program is approaching important technical limits. European corporate and peripheral bond spreads are likely to widen versus bunds as a result. The implication is that global yields have significant upside potential relative to forward rates, especially in the U.S. market. Duration should be kept short. JGBs are the only safe place to hide if global yields shift up because the Bank of Japan is a long way from abandoning its 10-year yield peg. Treasury yields should lead the way higher, which will finally place a bottom under the beleaguered dollar. Nonetheless, we are tactically at neutral on the greenback. Conclusions Chart I-14Gold Loves Geopolitical Crises In light of rising geopolitical risk, the BCA Strategists recently debated trimming equity exposure to neutral. Some argued that the risk/reward balance has deteriorated; the upside is limited by poor valuation, while there is significant downside potential if the North Korean situation deteriorates alarmingly. However, the majority felt that, while there will be near-term volatility, the main equity indexes are likely to be higher on a 6-12 month horizon. Riding out the volatility is a better approach than trying to time the short-term ups and downs. That said, it appears prudent to be well shy of max overweight positions and to hold some safe haven assets within diversified portfolios. BCA research has demonstrated that U.S. Treasurys, Swiss bonds and JGBs have been the best performers in times of crisis (Chart I-14).3 The same is true for the Swiss franc and the Japanese yen, such that the currency exposure should not be hedged in these cases. The dollar is more nuanced. It tends to perform well during financial crises, but not in geopolitical crises or recessions. Gold has tended to perform well in geopolitical events and recessions, although not in financial crises. We continue to prefer Japanese to U.S. stocks in local currency terms, given that EPS growth will likely peak in the U.S. first. Japanese stocks are also better valued. Europe is a tough call because this year's currency strength will weigh on earnings in the next quarter or two. However, the negative impact on earnings will reverse if the euro retraces as we expect. EM stocks have seen the strongest positive earnings revisions this year. We continue to worry about some of the structural headwinds facing emerging markets (high debt levels, poor governance, etc.). However, the cyclical picture remains more upbeat. Chinese H-shares remain our favorite EM market, trading at just 7.5 times 2017 earnings estimates. Our dollar and duration positions have been disappointing so far this year. Much hinges on U.S. inflation. Investors appear to have adopted the idea that structural headwinds to inflation will forever dominate the cyclical pressures. This means that the bond market is totally unprepared for any upside surprises on the inflation landscape. Admittedly, a rise in bond yields may not be imminent, but the risks appear to us to be predominantly to the upside. Lastly, crude oil inventories are shrinking as our commodity strategists predicted. They remain bullish, with a price target of USD60/bbl. Mark McClellan Senior Vice President The Bank Credit Analyst August 31, 2017 Next Report: September 28, 2017 1 Please see BCA Global ETF Strategy, "A Guide To Spotting And Weathering Bear Markets," dated August 16, 2017, available at etf.bcaresearch.com 2 Please see Geopolitical Strategy Weekly Report, "Can Pyongyang Derail The Bull Market?" dated August 16, 2017, available at gps.bcaresearch.com 3 Please see BCA Special Report, "Stairway To (Safe) Haven: Investing In Times Of Crisis," dated August 25, 2016, available at bca.bcaresearch.com II. Did Amazon Kill The Phillips Curve? A "culture of profound cost reduction" has gripped the business sector since the GFC according to one school of thought, permanently changing the relationship between labor market slack and wages or inflation. If true, it could mean that central banks are almost powerless to reach their inflation targets. Amazon, Airbnb, Uber, robotics, contract workers, artificial intelligence, horizontal drilling and driverless cars are just a few examples of companies and technologies that are cutting costs and depressing prices and wages. In the first of our series on inflation, we will focus on the rise of e-commerce and the related "Amazonification" of the economy. In theory, positive supply shocks should not have more than a temporary impact on inflation if the price level is indeed a monetary phenomenon in the long term. But a series of positive supply shocks could make it appear for quite a while that low inflation is structural in nature. We are keeping an open mind and reserving judgement on the disinflationary impact of robotics, artificial intelligence and the gig economy until we do more research. But in terms of the impact of e-commerce, it is difficult to find supportive evidence at the macro level. The admittedly inadequate measures of online prices available today do not suggest that e-commerce sales are depressing the overall inflation rate by more than 0.1 or 0.2 percentage points. Moreover, it does not appear that the disinflationary impact of competition in the retail sector has intensified over the years. Today's creative destruction in retail may be no more deflationary than the shift to 'big box' stores in the 1990s. Perhaps lower online prices are forcing traditional retailers to match the e-commerce vendors, allowing for a larger disinflationary effect than we estimate. However, the fact that retail margins are near secular highs outside of department stores argues against this thesis. The sectors potentially affected by e-commerce make up a small part of the CPI index. The deceleration of inflation since the GFC has been in areas unaffected by online sales. High profit margins for the overall corporate sector and depressed productivity growth also argue against the idea that e-commerce represents a large positive macro supply shock. Perhaps the main way that e-commerce is affecting the macro economy and financial markets is not through inflation, but via the reduction in the economy's capital spending requirement. This would reduce the equilibrium level of interest rates, since the Fed has to stimulate other parts of the economy to offset the loss of demand in capital spending in the retail sector. Anecdotal evidence is all around us. The global economy is evolving and it seems that all of the major changes are deflationary. Amazon, Airbnb, Uber, robotics, contract workers, artificial intelligence, horizontal drilling and driverless cars are just a few examples of companies and technologies that are cutting costs and depressing prices and wages. Central banks in the major advanced economies are having difficulty meeting their inflation targets, even in the U.S. where the labor market is tight by historical standards. Based on the depressed level of bond yields, it appears that the majority of investors believe that inflation headwinds will remain formidable for a long time. One school of thought is that low inflation reflects a lack of demand growth in the post-Great Financial Crisis (GFC) period. Another school points to the supply side of the economy. A recent report by Prudential Financial highlights "...obvious examples of ... new business models and new organizational structures, whereby higher-cost traditional methods of production, transportation, and distribution are displaced by more nontraditional cost-effective ways of conducting business."1 A "culture of profound cost reduction" has gripped the business sector since the GFC according to this school, permanently changing the relationship between labor market slack and wages or inflation (i.e., the Phillips Curve). Employees are less aggressive in their wage demands in a world where robots are threatening humans in a broadening array of industrial categories. Many feel lucky just to have a job. In a highly sensationalized article called "How The Internet Economy Killed Inflation," Forbes argued that "the internet has reduced many of the traditional barriers to entry that protect companies from competition and created a race to the bottom for prices in a number of categories." Forbes believes that new technologies are placing downward pressure on inflation by depressing wages, increasing productivity and encouraging competition. There are many factors that have the potential to weigh on prices, but analysts are mainly focusing on e-commerce, robotics, artificial intelligence, and the gig economy. In the first of our series on inflation, we will focus on the rise of e-commerce and the related "Amazonification" of the economy. The latter refers to the advent of new business models that cut out layers of middlemen between producers and consumers. Amazonification E-commerce has grown at a compound annual rate of more than 9% over the past 15 years, and now accounts for about 8½% of total U.S. retail sales (Chart II-1). Amazon has been leading the charge, accounting for 43% of all online sales in 2016 (Chart II-2). Amazon's business model not only cuts costs by eliminating middlemen and (until recently) avoiding expensive showrooms, but it also provides a platform for improved price discovery on an extremely broad array of goods. In 2013, Amazon carried 230 million items for sale in the United States, nearly 30 times the number sold by Walmart, one of the largest retailers in the world. Chart II-1E-Commerce: Steady Increase In Market Share Chart II-2Amazon Dominates With the use of a smartphone, consumers can check the price of an item on Amazon while shopping in a physical store. Studies show that it does not require a large price gap for shoppers to buy online rather than in-store. Amazon appears to be impacting other retailers' ability to pass though cost increases, leading to a rash of retail outlet closings. Sears alone announced the closure of 300 retail outlets this year. The devastation that Amazon inflicted on the book industry is well known. It is no wonder then, that Amazon's purchase of Whole Foods Market, a grocery chain, sent shivers down the spines of CEOs not only in the food industry, but in the broader retail industry as well. What would prevent Amazon from applying its model to furniture and appliances, electronics or drugstores? It seems that no retail space is safe. A Little Theory Before we turn to the evidence, let's review the macro theory related to positive supply shocks. The internet could be lowering prices by moving product markets toward the "perfect competition" model. The internet trims search costs, improves price transparency and reduces barriers to entry. The internet also allows for shorter supply chains, as layers of wholesalers and other intermediaries are removed and e-commerce companies allow more direct contact between consumers and producers. Fewer inventories and a smaller "brick and mortar" infrastructure take additional costs out of the system. Economic theory suggests that the result of this positive supply shock will be greater product market competition, increased productivity and reduced profitability. In the long run, workers should benefit from the productivity boost via real wage gains (even if nominal wage growth is lackluster). Workers may lower their reservation wage if they feel that increased competitive pressures or technology threaten their jobs. The internet is also likely to improve job matching between the unemployed and available vacancies, which should lead to a fall in the full-employment level of unemployment (NAIRU). Nonetheless, the internet should not have a permanent impact on inflation. The lower level of NAIRU and the direct effects of the internet on consumer prices discussed above allow inflation to fall below the central bank's target. The bank responds by lowering interest rates, stimulating demand and thereby driving unemployment down to the new lower level of NAIRU. Over time, inflation will drift back up toward target. In other words, a greater degree of the competition should boost the supply side of the economy and lower NAIRU, but it should not result in a permanently lower rate of inflation if inflation is indeed a monetary phenomenon and central banks strive to meet their targets. Still, one could imagine a series of supply shocks that are spread out over time, with each having a temporary negative impact on prices such that it appears for a while that inflation has been permanently depressed. This could be an accurate description of the current situation in the U.S. and some of the other major countries. We have sympathy for the view that the internet and new business models are increasing competition, cutting costs and thereby limiting price increases in some areas. But is there any hard evidence? Is the competitive effect that large, and is it any more intense than in the past? There are a number of reasons to be skeptical because most of the evidence does not support Forbes' claim that the internet has killed inflation. (1) E-commerce affects only a small part of the Consumer Price Index As mentioned above, online shopping for goods represents 8.5% of total retail sales in the U.S. E-commerce is concentrated in four kinds of businesses (Table II-1): Furniture & Home Furnishings (7% of total retail sales), Electronics & Appliances (20%), Health & Personal Care (15%), and Clothing (10%). Since goods make up 40% of the CPI, then 3.2% (8% times 40%) is a ballpark estimate for the size of goods e-commerce in the CPI. Table II-1E-Commerce Market Share Of Goods Sector (2015) Table II-2 shows the relative size of e-commerce in the service sector. The analysis is complicated by the fact that the data on services includes B-to-B sales in addition to B-to-C.2 However, e-commerce represents almost 4% of total sales for the service categories tracked by the BLS. Services make up 60% of the CPI, but the size drops to 26% if we exclude shelter (which is probably not affected by online shopping). Thus, e-commerce in the service sector likely affects 1% (3.9% times 26%) of the CPI. Table II-2E-Commerce Market Share Of Service Sector (2015) Adding goods and services, online shopping affects about 4.2% of the CPI index at most. The bottom line is that the relatively small size of e-commerce at the consumer level limits any estimate of the impact of online sales on the broad inflation rate. (2) Most of the deceleration in inflation since 2007 has been in areas unaffected by e-commerce Table II-3 compares the average contribution to annual average CPI inflation during 2000-2007 with that of 2007-2016. Average annual inflation fell from 2.9% in the seven years before the Great Recession to 1.8% after, for a total decline of just over 1 percentage point. The deceleration is almost fully explained by Energy, Food and Owners' Equivalent Rent. The bottom part of Table II-3 highlights that the sectors with the greatest exposure to e-commerce had a negligible impact on the inflation slowdown. Table II-3Comparison Of Pre- and Post-Lehman Inflation Rates (3) The cost advantages for online sellers are overstated Bain & Company, a U.S. consultancy, argues that e-commerce will not grow in importance indefinitely and come to dominate consumer spending.3 E-commerce sales are already slowing. Market share is following a classic S-shaped curve that, Bain estimates, will top out at under 30% by 2030. First, not everyone wants to buy everything online. Products that are well known to consumers and purchased on a regular basis are well suited to online shopping. But for many other products, consumers need to see and feel the product in person before making a purchase. Second, the cost savings of online selling versus traditional brick and mortar stores is not as great as many believe. Bain claims that many e-commerce businesses struggle to make a profit. The information technology, distribution centers, shipping, and returns processing required by e-commerce companies can cost as much as running physical stores in some cases. E-tailers often cannot ship directly from manufacturers to consumers; they need large and expensive fulfillment centers and a very generous returns policy. Moreover, online and offline sales models are becoming blurred. Retailers with physical stores are growing their e-commerce operations, while previously pure e-commerce plays are adding stores or negotiating space in other retailers' stores. Even Amazon now has storefronts. The shift toward an "multichannel" selling model underscores that there are benefits to traditional brick-and-mortar stores that will ensure that they will not completely disappear. (4) E-commerce is not the first revolution in the retail sector The retail sector has changed significantly over the decades and it is not clear that the disinflationary effect of the latest revolution, e-commerce, is any more intense than in the past. Economists at Goldman Sachs point out that the growth of Amazon's market share in recent years still lags that of Walmart and other "big box" stores in the 1990s (Chart II-3).4 This fact suggests that "Amazonification" may not be as disinflationary as the previous big-box revolution. (5) Weak productivity growth and high profit margins are inconsistent with a large supply-side benefit from e-commerce As discussed above, economic theory suggests that a positive supply shock that cuts costs and boosts competition should trim profit margins and lift productivity. The problem is that the margins and productivity have moved in the opposite direction that economic theory would suggest (Chart II-4). Chart II-3Amazon Vs. Walmart: ##br##Who's More Deflationary? Chart II-4Incompatible With A Supply Shock By definition, productivity rises when firms can produce the same output with fewer or cheaper inputs. However, it is well documented that productivity growth has been in a downtrend since the 1990s, and has been dismally low since the Great Recession. A Special Report from BCA's Global Investment Strategy5 service makes a convincing case that mismeasurement is not behind the low productivity figures. In fact, in many industries it appears that productivity is over-estimated. If e-commerce is big enough to "move the dial" on overall inflation, it should be big enough to see in the aggregate productivity figures. Chart II-5Retail Margin Squeeze ##br##Only In Department Stores One would also expect to see a margin squeeze across industries if e-commerce is indeed generating a lot of deflationary competitive pressure. Despite dismally depressed productivity, however, corporate profit margins are at the high end of the historical range across most of the sectors of the S&P 500. This is the case even in the retailing sector outside of department stores (Chart II-5). These facts argue against the idea that the internet has moved the economy further toward a disinflationary "perfect competition" model. (6) Online price setting is characterized by frictions comparable to traditional retail We would expect to observe a low price dispersion across online vendors since the internet has apparently lowered the cost of monitoring competitors' prices and the cost of searching for the lowest price. We would also expect to see fairly synchronized price adjustments; if one vendor adjusts its price due to changing market conditions, then the rest should quickly follow to avoid suffering a massive loss of market share. However, a recent study of price-setting practices in the U.S. and U.K. found that this is not the case.6 The dataset covered a broad spectrum of consumer goods and sellers over a two-year period, comparing online with offline prices. The researchers found that market pricing "frictions" are surprisingly elevated in the online world. Price dispersion is high in absolute terms and on par with offline pricing. Academics for years have puzzled over high price rigidities and dispersion in retail stores in the context of an apparently stiff competitive environment, and it appears that online pricing is not much better. The study did not cover a long enough period to see if frictions were even worse in the past. Nonetheless, the evidence available suggests that the lower cost of monitoring prices afforded by the internet has not led to significant price convergence across sellers online or offline. Another study compared online and offline prices for multichannel retailers, using the massive database provided by the Billion Prices Project at MIT.7 The database covers prices across 10 countries. The study found that retailers charged the same price online as in-store in 72% of cases. The average discount was 4% for those cases in which there was a markdown online. If the observations with identical prices are included, the average online/offline price difference was just 1%. (7) Some measures of online prices have grown at about the same pace as the CPI index The U.S. Bureau of Labor Statistics does include online sales when constructing the Consumer Price Index. It even includes peer-to-peer sales by companies such as Airbnb and Uber. However, the BLS admits that its sample lags the popularity of such services by a few years. Moreover, while the BLS is trying to capture the rising proportion of sales done via e-commerce, "outlet bias" means that the CPI does not capture the price effect in cases where consumers are finding cheaper prices online. This is because the BLS weights the growth rate of online and offline prices, not the price levels. While there may be level differences, there is no reason to believe that the inflation rates for similar goods sold online and offline differ significantly. If the inflation rates are close, then the growing share of online sales will not affect overall inflation based on the BLS methodology. The BLS argues that any bias in the CPI due to outlet bias is mitigated to the extent that physical stores offer a higher level of service. Thus, price differences may not be that great after quality-adjustment. All this suggests that the actual consumer price inflation rate could be somewhat lower than the official rate. Nonetheless, it does not necessarily mean that inflation, properly measured, is being depressed by e-commerce to a meaningful extent. Indeed, Chart II-6 highlights that the U.S. component of the Billion Prices Index rose at a faster pace than the overall CPI between 2009 and 2014. The Online Price Index fell in absolute and relative terms from 2014 to mid-2016, but rose sharply toward the end of 2016. Applying our guesstimate of the weight of e-commerce in the CPI (3.2% for goods), online price inflation added to overall annual CPI inflation by about 0.3 percentage points in 2016 (bottom panel of Chart II-6). There is more deflation evident in the BLS' index of prices for Electronic Shopping and Mail Order Houses (Chart II-7). Online prices fell relative to the overall CPI for most of the time since the early 1990s, with the relative price decline accelerating since the GFC. However, our estimate of the contribution to overall annual CPI inflation is only about -0.15 percentage points in June 2017, and has never been more than -0.3 percentage points. This could be an underestimate because it does not include the impact of services, although the service e-commerce share of the CPI is very small. Chart II-6Online Price Index Chart II-7Electronic Shopping Price Index Another way to approach this question is to focus on the parts of the CPI that are most exposed to e-commerce. It is impossible to separate the effect of e-commerce on inflation from other drivers of productivity. Nonetheless, if online shopping is having a significant deflationary impact on overall inflation, we should see large and persistent negative contributions from these parts of the CPI. We combined the components of the CPI that most closely matched the sectors that have high e-commerce exposure according to the BLS' annual Retail Survey (Chart II-8). The sectors in our aggregate e-commerce price proxy include hotels/motels, taxicabs, books & magazines, clothing, computer hardware, drugs, health & beauty aids, electronics & appliances, alcoholic beverages, furniture & home furnishings, sporting goods, air transportation, travel arrangement and reservation services, educational services and other merchandise. The sectors are weighted based on their respective weights in the CPI. Our e-commerce price proxy has generally fallen relative to the overall CPI index since 2000. However, while the average contribution of these sectors to the overall annual CPI inflation rate has fallen in the post GFC period relative to the 2000-2007 period, the average difference is only 0.2 percentage points. The contribution has hovered around the zero mark for the past 2½ years. Surprisingly, price indexes have increased by more than the overall CPI since 2000 in some sectors where one would have expected to see significant relative price deflation, such as taxis, hotels, travel arrangement and even books. One could argue that significant measurement error must be a factor. How could the price of books have gone up faster than the CPI? Sectors displaying the most relative price declines are clothing, computers, electronics, furniture, sporting goods, air travel and other goods. We recalculated our e-commerce proxy using only these deflating sectors, but we boosted their weights such that the overall weight of the proxy in the CPI is kept the same as our full e-commerce proxy discussed above. In other words, this approach implicitly assumes that the excluded sectors (taxis, books, hotels and travel arrangement) actually deflated at the average pace of the sectors that remain in the index. Our adjusted e-commerce proxy suggests that online pricing reduced overall CPI inflation by about 0.1-to-0.2 percentage points in recent years (Chart II-9). This contribution is below the long-term average of the series, but the drag was even greater several times in the past. Chart II-8BCA E-Commerce Proxy Price Index Chart II-9BCA E-Commerce Adjusted Proxy Price Index Admittedly, data limitations mean that all of the above estimates of the impact of e-commerce are ballpark figures. Conclusions We are keeping an open mind and reserving judgement on the disinflationary impact of robotics, artificial intelligence and the gig economy until we do more research. But in terms of the impact of e-commerce, it is difficult to find supportive evidence. The available data are admittedly far from ideal for confirming or disproving the "Amazonification" thesis. Perhaps better measures of e-commerce pricing will emerge in the future. Nonetheless, the measures available today do not suggest that online sales are depressing the overall inflation rate by more than 0.1 or 0.2 percentage points, and it does not appear that the disinflationary impact has intensified by much. One could argue that lower online prices are forcing traditional retailers to match the e-commerce vendors, allowing for a larger disinflationary effect than we estimate. Nonetheless, if this were the case, then we would expect to see significant margin compression in the retail sector. The sectors potentially affected by e-commerce make up a small part of the CPI index. The deceleration of inflation since the GFC has been in areas unaffected by online sales. High corporate profit margins and depressed productivity growth also argue against the idea that e-commerce represents a large positive macro supply shock. Finally, today's creative destruction in retail may be no more deflationary than the shift to 'big box' stores in the 1990s. Perhaps the main way that e-commerce is affecting the macro economy and financial markets is not through inflation, but via the reduction in the economy's capital spending requirement. Rising online activity means that we need fewer shopping malls and big box outlets to support a given level of consumer spending. This would reduce the equilibrium level of interest rates, since the Fed has to stimulate other parts of the economy to offset the loss of demand in capital spending in the retail sector. To the extent that central banks were slow to recognize that equilibrium rates had fallen to extremely low levels, then policy was behind the curve and this might have contributed to the current low inflation environment. Mark McClellan Senior Vice President The Bank Credit Analyst 1 Robert F. DeLucia, "Economic Perspective: A Nontraditional Analysis Of Inflation," Prudential Capital Group (August 21, 2017). 2 Business to business, and business to consumer. 3 Aaron Cheris, Darrell Rigby and Suzanne Tager, "The Power Of Omnichannel Stores," Bain & Company Insights: Retail Holiday Newsletter 2016-2017 (December 19, 2016). 4 "US Daily: The Internet And Inflation: How Big Is The Amazon Effect?" Goldman Sachs Economic Research (August 2, 2017). 5 Please see Global Investment Strategy Weekly Report, "Weak Productivity Growth: Don't Blame The Statisticians," dated March 25, 2016, available at gis.bcaresearch.com 6 Yuriy Gorodnichenko, Viacheslav Sheremirov, and Oleksandr Talavera, "Price Setting In Online Markets: Does IT Click?" Journal of the European Economic Association (July 2016). 7 Alberto Cavallo, "Are Online And Offline Prices Similar? Evidence From Large Multi-Channel Retailers," NBER Working Paper No. 22142 (March 2016). III. Indicators And Reference Charts Stocks struggled in August on the back of intensifying geopolitical risks, such that equity returns slipped versus bonds in the month. The earnings backdrop remains constructive for global stocks. In the U.S., 12-month forward EPS estimates continue to climb, in line with upbeat net revisions and earnings surprises. Nonetheless, the risk/reward balance has deteriorated due to escalating risks inside and outside of the U.S. Allocation to risk assets should still exceed benchmark, but should be shy of maximum settings. It is prudent to hold some of the traditional safe haven assets, including gold. Our new Revealed Preference Indicator (RPI) remained at 100% in August, sending a bullish message for equities. We introduced the RPI in the July report. Quite simply, it combines the idea of market momentum with valuation and policy measures. It provides a powerful bullish signal if positive market momentum lines up with constructive signals from the policy and valuation measures. Conversely, if constructive market momentum is not supported by valuation and policy, investors should lean against the market trend. Our Willingness-to-Pay (WTP) indicators are also bullish on stocks for the U.S., Europe and Japan. These indicators track flows, and thus provides information on what investors are actually doing, as opposed to sentiment indexes that track how investors are feeling. The U.S. WTP topped out in June and the same occurred in August for the Japan and the Eurozone indexes. While the indicators are still bullish, they highlight that flows into the equity markets in the major countries are beginning to moderate. These indicators would have to clearly turn lower to provide a bearish signal for stocks. The VIX increased last month, but remains depressed by historical standards. This implies that the equity market is vulnerable to bad news. However, investor sentiment is close to neutral and our speculation index has pulled back from previously elevated levels. These suggest that investors are not overly long at the moment. Our monetary indicator is only slightly negative, but the equity technical indicator is close to breaking below the 9-month moving average (a negative technical sign). Bond valuation continues to hover near fair value, according to our long-standing model that is based on a simple regression of the nominal 10-year yield on short-term real interest rates and a moving average of inflation. Another model, presented in the Overview section, estimates fair value based on dollar sentiment, a measure of policy uncertainty and the global PMI. This model suggests that the 10-year yield is almost 50 basis points on the expensive side. We think that Fed rate expectations are far too benign, suggesting that bond yields will rise. EQUITIES: Chart III-1U.S. Equity Indicators Chart III-2Willingness To Pay For Risk Chart III-3U.S. Equity Sentiment Indicators Chart III-4Revealed Preference Indicator Chart III-5U.S. Stock Market Valuation Chart III-6U.S. Earnings Chart III-7Global Stock Market And ##br##Earnings: Relative Performance Chart III-8Global Stock Market And ##br##Earnings: Relative Performance FIXED INCOME: Chart III-9U.S. Treasurys And Valuations Chart III-10U.S. Treasury Indicators Chart III-11Selected U.S. Bond Yields Chart III-1210-Year Treasury Yield ComponentsChart III-13U.S. Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets CURRENCIES: Chart III-16U.S. Dollar And PPP Chart III-17U.S. Dollar And Indicator Chart III-18U.S. Dollar Fundamentals Chart III-19Japanese Yen Technicals Chart III-20Euro Technicals Chart III-21Euro/Yen Technicals Chart III-22Euro/Pound Technicals COMMODITIES: Chart III-23Broad Commodity Indicators Chart III-24Commodity Prices Chart III-25Commodity Prices Chart III-26Commodity Sentiment Chart III-27Speculative Positioning ECONOMY: Chart III-28U.S. And Global Macro Backdrop Chart III-29U.S. Macro Snapshot Chart III-30U.S. Growth Outlook Chart III-31U.S. Cyclical Spending Chart III-32U.S. Labor Market Chart III-33U.S. Consumption Chart III-34U.S. Housing Chart III-35U.S. Debt And Deleveraging Chart III-36U.S. Financial Conditions Chart III-37Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China

Highlights Mario Draghi will signal the ECB's intention to further taper asset purchases during his Jackson Hole address later today, while cautioning that rate hikes remain a way away. The spread between long-term U.S. and euro area bond yields is not especially wide considering that trend growth is higher in the U.S. and fiscal policy will add 4% of GDP more to U.S. aggregate demand over the next few years than it will in the euro area. The upswing in Japanese growth is unlikely to prompt the BoJ to abandon its yield- curve targeting regime. Japanese stocks are cheap and corporate profits are rebounding smartly. Stay overweight Japanese equities in currency-hedged terms for the next 12 months. As one looks further ahead to the next decade, Japanese inflation will likely break out as labor shortages intensify. This will be part of a broad-based increase in global inflation. Stay long Japanese inflation protection and go short 20-year JGBs relative to their 5-year counterparts. Feature Mario Draghi: Action Jackson, The Sequel? Mario Draghi made shockwaves the last time he spoke at Jackson Hole on August 22, 2014. Draghi used that occasion to lay out the case for additional monetary easing. This paved the way for the ECB's own QE program. From that fateful speech to March 2015, EUR/USD fell from 1.33 to 1.05. Three years later, investors are anxious to hear what Draghi has to say, but this time around the expectation is that he will discuss plans for winding down QE. We agree that Draghi will signal the ECB's intent to further taper asset purchases. Growth is currently strong and the risk of a euro area breakup has all but disappeared. Nevertheless, although he may not publicly admit it, Draghi is cognizant of the fact that euro area financial conditions have tightened on the back of a strong euro, while U.S. financial conditions have continued to ease (Chart 1). Mario Draghi also knows that both inflation and wage growth remain depressed across the euro area, and that labor market slack outside Germany is still 6.7 percentage points higher than in 2008 (Chart 2). In addition, Draghi is undoubtedly aware of the likelihood that the neutral rate of interest is extremely low in the euro area, implying that the ECB would be constrained in raising rates even if the region were close to full employment.1 The spread between the 30-year U.S. Treasury yield and the 30-year GDP-weighted euro area bond yield - a reasonable proxy for the market's estimate of the difference in neutral rates between the two regions - currently stands at 86 basis points in nominal terms and 56 basis points in real terms. This is not especially wide considering that trend growth is higher in the U.S. and fiscal policy will add 4% of GDP more to U.S. aggregate demand over the next few years than it will in the euro area (Chart 3).2 Chart 1Diverging Financial Conditions Favor U.S. Over The Euro Area Chart 2Draghi Is Paying Attention Chart 3The State Of Fiscal Policy In The G4 We expect EUR/USD to pare back its gains, dropping to $1.05 by the end of 2018. However, most of the dollar's rebound is likely to occur next year, when it becomes apparent that the U.S. unemployment rate will fall well below the Fed's 2018 projection of 4.2%. This will force the Fed to step up the pace of rate hikes. For the time being, we see EUR/USD fluctuating within a broad range of $1.10-to-$1.20. BoJ: Time To Remove The Sake Bowl? Could the Bank of Japan follow in the Fed's and ECB's footsteps by signaling the desire to slowly withdraw monetary accommodation? On the surface, there are certainly some reasons to think so. Japanese growth has picked up recently, with real GDP rising at a blistering annualized pace of 4% in the second quarter (Chart 4). The acceleration in growth was driven entirely by stronger domestic demand. Consumer spending increased by 3.7%, while private nonresidential investment jumped by 9.9%. Inflation appears to be bottoming. The national core CPI index, which excludes fresh food prices but includes energy costs, rose for the seventh straight month in June to 0.4% on a year-over-year basis. Corporate goods inflation has reached 2.6%, up from a low of -4.6% in May 2016. Corporate service inflation moved to 0.8% this spring, the highest rate since 1993 (Chart 5). Nominal wage growth has also accelerated. Our Wage Trend Indicator, which uses statistical techniques applied to three separate data series to extract the underlying trend in Japanese wages, is now close to its 2007 highs (Chart 6). Chart 4GDP Growth Has Perked Up In Japan Chart 5Corporate Pricing Power Has Improved Chart 6Japanese Wages Are In An Uptrend The recovery in Japanese wage growth has occurred alongside a tightening of the labor market. The latest Economy Watchers Survey featured a litany of companies complaining of worsening labor shortages (Table 1). This is confirmed by the job openings-to-applicants ratio, which has surged to the highest level since 1974 (Chart 7). Table 1Japan: Evidence Of Shortages Of Workers, Part I Chart 7Japan: Evidence Of Shortages Of Workers, Part II Easy Does It, Kuroda-san Despite the good news on the economy, it is highly unlikely that the Bank of Japan will abandon its ultra-accommodative stance any time soon. There are a number of reasons for this: While inflation is rising, it is coming off a very low base, and is nowhere near the BoJ's 2% target. A deflationary mindset also remains firmly entrenched, as highlighted by both survey data and market expectations (Chart 8). Much of the recent pickup in inflation is attributable to higher energy prices and the lagged effects of a weaker yen. Excluding energy prices, core inflation has barely risen. The increase in corporate goods prices has also closely tracked the price of imports. Considering that the trade-weighted yen has appreciated of late, it is reasonable to assume that import price inflation will dissipate. This spring's annual shunto wage negotiations yielded smaller wage hikes among large companies than in 2016. This suggests that further near-term gains in wages will be hard to come by. Fiscal policy may turn less accommodative. The government passed a supplementary budget last summer (worth 1.5% of GDP according to the IMF). The effects of this package are being felt now. Public fixed investment surged by 21.9% in Q2. Under current law, however, fiscal policy is set to turn contractionary again over the next few years. Leading economic indicators are pointing to a modest slowdown in growth over the coming months (Chart 9). Chart 8Deflationary Mindset Has Been Hard To Shake Off Chart 9LEIs Pointing To Modest Slowdown The BoJ is not the same central bank that it was five years ago. The last two hawkish dissenters, Takehiro Sato and Takehide Kiuchi, both stepped down in July when their terms expired. They were replaced by Goshi Kataoka and Hitoshi Suzuki, neither of whom are expected to oppose Governor Haruhiko Kuroda's dovish approach. As such, it is highly likely that the BoJ will continue to anchor the 10-year yield at close to zero for at least the next 12 months. If bond yields elsewhere rise over this period - as we expect will be the case - the yen will weaken. Good News For Japanese Stocks... For Now A weaker yen is, of course, good news for Japanese stocks. Japanese equities are currently trading at a 16% discount to the MSCI World index based on forward earnings (Chart 10). Moreover, unlike in the past, both earnings and dividend growth have been strong, averaging 19% and 9%, respectively, over the last five years (Chart 11). Corporate governance reform - a key element of Abenomics - can take some credit for this. The share of companies with at least two independent directors rose from 18% in 2013 to 78% in 2016. The number of companies with performance-linked pay increased from 640 to 941, while the number that publish disclosure policies jumped from 679 to 1055. Analysts have been slow to factor in these positive developments. Chart 12 shows that Japan leads all other major stock markets in positive earnings surprises in the second quarter. We remain overweight Japanese equities in currency-hedged terms. Chart 10Good Value In Japanese Stocks Chart 11Solid Earnings And Dividend Growth Chart 12Japan And Positive Earnings Revisions: Follow The Leader . The Longer-Term Outlook: Japan (Eventually) Escapes Deflation As we discussed last week, it is likely that the U.S. will fall into recession in 2019 or 2020, dragging the rest of the world down with it.3 As a risk-off currency, the yen will strengthen, potentially reigniting deflationary forces. This will make it impossible for the BoJ to abandon its yield-curve targeting regime. Does that mean that Japan is condemned to a never-ending cycle of reflation/deflation? Not necessarily. As one looks at a longer-term horizon of 5-to-10 years, it is likely that Japan will finally escape deflation. This is because many of the structural forces that have sustained deflation will have either receded or reversed course by then. The simultaneous bursting of Japan's real estate and stock market bubbles in the early 1990s ushered in a prolonged period of falling property prices and corporate deleveraging. This suppressed both household consumption and business investment, leading to a persistent shortfall in aggregate demand. The latest data suggests that property prices are bottoming and corporate balance sheets have finally improved to the point where further aggressive cost-cutting is no longer necessary (Chart 13). Demographic trends are also likely to fuel higher inflation over the long haul. The deceleration in population growth in the early 1990s reduced the need for everything from new homes to new cars, shopping malls, and factories. This weighed on business capex and consumer durable spending, thereby exacerbating the deflationary forces that were already in place. In addition, a surge in the share of the population in their peak saving years - ages 30 to 50 - led to an increase in desired savings throughout the economy. More savings means less spending, so this also contributed to deflation. Looking out, population growth will remain anemic. However, two important developments will occur. First, the biggest cohort of Japanese baby boomers - those born in 1947-52 - will hit 70, the age at which most Japanese workers retire. Second, the secular rise in female labor force participation will plateau. Chart 14 shows that a larger percentage of Japanese women between the ages of 25 and 54 are employed than in the U.S., a massive shift from 20 years ago. Both these changes will exacerbate labor shortages, while further reducing national savings. Chart 13Deflationary Headwinds Are Abating Chart 14Female Employment In Japan Has Surpassed The U.S. Concluding Thoughts Contrary to popular belief, the Phillips curve remains intact, even in Japan (Chart 15). The market is not at all prepared for the prospect of higher Japanese inflation, as evidenced by the fact that CPI swaps are pricing in inflation of only 0.5% over the next two decades. As inflation picks up in the 2020s, nominal GDP will rise (even if real GDP growth remains anemic due to a shrinking labor force). The Bank of Japan will keep nominal rates low during the first half of the 2020s, ensuring that real rates sink further into negative territory. This will be the way by which Japan reduces its debt burden. Older savers may not like it, but the alternative of pension and health care cuts will be seen as even worse. We are currently long Japanese inflation protection through the CPI swaps market. As of today, we are adding a new long-term trade recommendation: Go short 20-year JGBs relative to their 5-year counterparts. The potential upside from this trade easily compensates for the negative carry of 66 bps. An upswing in Japanese inflation in the 2020s is very much in line with our secular view that global inflation will trend higher over the long haul, as articulated in a recent report.4 This will have a profound impact on fixed-income markets. While Japan's demographic transition has been and will continue to be more extreme than elsewhere, population aging is something that will affect all major economies. Chart 15Japan's Phillips Curve Is Alive And Well Chart 16Demographic Shifts: From Highly Deflationary To Highly Inflationary Chart 16 shows the IMF's estimate of how projected changes in the age structure of the population will affect inflation over the next few decades. The Fund's calculations suggest that demographic shifts will go from being very deflationary to very inflationary in every major economy. This will translate into significantly higher long-term nominal bond yields. Peter Berezin, Global Chief Strategist Global Investment Strategy peterb@bcaresearch.com 1 Please see Global Investment Strategy Weekly Report, "The Future Of The Neutral Rate," dated August 4, 2017. 2 We calculate this number by taking the difference between the structural primary budget balance in the euro area (roughly 1.5% of GDP) and the U.S. (roughly -2.5% of GDP). The claim that this will translate into 4% more in aggregate demand in the U.S. implicitly assumes a fiscal multiplier of one. A larger multiplier would generate an even bigger gap in demand. 3 Please see Global Investment Strategy Weekly Report, "From Slow Burn Recovery To Retro-Recession?" dated August 18, 2017. 4 Please see Global Investment Strategy Weekly Report, "A Secular Bottom In Inflation," dated July 28, 2017. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Highlights Your portfolio cash weighting should be at least in the middle of its range, until the observed volatility of risk assets rises meaningfully from its record low. Cyclically add long SEK/USD to long EUR/USD. Within a European equity portfolio, this implies going cyclically underweight Sweden's OMX, given its high exposure to exporters. Go underweight Swedish real estate equities; overweight Spanish real estate equities. Within a global equity portfolio, overweight euro area banks versus U.S. banks. Feature Great expectations for Mario Draghi's appearance at the Jackson Hole Symposium have been dampened, and understandably so. After the last monetary policy meeting, Draghi emphasised that ECB discussions about policy direction would take place in the autumn. It would undermine this decision making process if Draghi's Jackson Hole speech front ran the ECB discussions. Nonetheless, twitchy markets will inevitably read the tone of Draghi's observations on the global and euro area economies. Chart of the WeekSwedish House Prices Are Up 50% In Just Four Years...Thanks To Negative Interest Rates But the more market-relevant presentation might come five hours earlier on Friday at 3pm London time, when Janet Yellen gives a keynote speech on the market's latest meme - financial stability. Three months ago in Madrid, Draghi delivered a keynote speech1 on the very same topic - The interaction between monetary policy and financial stability - available here https://www.ecb.europa.eu/press/key/date/2017/html/ecb.sp170524_1.en.html and well worth reading as a prelude to Yellen's presentation. Draghi explained that ultra-accommodative monetary policy endangers financial stability through three potential channels: Distorting investor behaviour. Generating credit-fuelled bubbles, especially in real estate. Squeezing bank profitability. Do any of these three channels give ground for concern today? Yes. Distorting Investor Behaviour In our view, central banks' distortive impact on investor behaviour is the single biggest source of financial instability today. Yet Draghi devoted only a cursory mention of this danger, noting that investors "could be prone to engage in search-for-yield behaviour and take on excessive risks." The difficulty is that the psychological and behavioural finance biases creating the current distortions lie outside central bankers' natural area of expertise. Nevertheless, we hope that Yellen develops this topic much further at Jackson Hole. Specifically, the behavioural finance distortion known as Mental Accounting Bias describes the irrational distinction between the part of an investment's return that comes from its income, and the part that comes from its capital growth. Rationally, people should not care about this distinction because the money that comes from income and the money that comes from capital growth is perfectly fungible.2 But in practice, many people want a minimum investment income - because they wish to match their known spending outlays with their known income. While they could meet their spending needs by crystalizing capital growth, many people create psychologically separate 'mental accounts': spending from investment income and saving from capital growth. This is especially true for retirees whose main or only income might come from accumulated assets. Traditionally, this psychological mental accounting bias would be unnoticeable because investors could easily match their spending needs with the safe income generated by cash and government bonds. But in recent years, central banks' extended experiments with zero and negative interest rates and QE have forced the 'income mental account' to chase the higher but much more risky income streams from high-yield bonds and equities (Chart I-2 and Chart I-3). To the point where these risk assets no longer offer a sufficient risk premium. Chart I-2A Positive Yield On Equities Can Produce##br## A Negative 5-Year Return... Chart I-3...And Even A Negative##br## 10-Year Return The search-for-yield pushed up the prices of these risk assets. Now add to the mix the phenomenon known as negative skew.3 Risk asset advances tend to be gradual and gentle, and the longer and more established the advance becomes, the lower the observed volatility goes. Some investors then mistakenly interpret lower observed volatility as justification for a lower risk premium, which warrants a further price advance. And so on, in a self-reinforcing feedback. Today, this has left us with a bizarre and unprecedented situation in which the observed volatility of the Eurostoxx50 equity index is a fraction of the observed volatility of the long-dated German bund! (Chart I-4) Chart I-4Unprecedented: The Observed Volatility Of The Eurostoxx50 ##br## Is Now Lower Than That On The German Bund! But given the strong inverse relationship between observed volatility and price, record low observed volatility categorically does not mean that prospective risk of a drawdown is low. Quite the reverse, the lower the observed volatility, the higher the prospective risk. And vice-versa. Investment bottom line: Your portfolio cash weighting should always be inversely proportional to the observed volatility of risk assets. Today, with observed volatility still near a record low, your cash weighting should be at least in the middle of its range. Generating Credit-Fuelled Bubbles... In Sweden Turning to the second channel of financial instability, the ECB sees no evidence of credit-fuelled bubbles. Banks are extending credit, but at a fraction of the rate seen prior to 2007 (Chart I-5). And although house prices are rising, the ECB claims that its ultra-accommodative monetary policy has not created imbalances in real estate markets in the euro area. Taken at face value, this claim might be true. Chart I-5Euro Area Banks Are Extending Credit... But At A Modest Rate But look across the Baltic Sea. Chart I-6Swedish House Prices Accelerated##br## After ZIRP And NIRP Sweden's Riksbank has had to shadow the ECB's ultra-loose policy, to prevent a sharp appreciation of the Swedish krona versus the euro. The trouble is that negative interest rates have been wholly inappropriate for an economy that has recently been growing at 4.5%. One worrying consequence is that Swedish house prices have gone up by 50% in just four years (Chart of the Week), with the bulk of the boom happening after ZIRP and NIRP (Chart I-6). Also, bear in mind that the Swedish real estate market did not suffer a meaningful setback in either 2008 or 2011, meaning the recent boom is not a corrective rebound - like say, in Spain and Ireland. So the ECB's ultra-loose policy may indeed have generated a credit-fuelled bubble... albeit in Sweden! Fortunately, as the ECB ends its ultra-accommodation, it will also liberate the Riksbank to end its incongruous and dangerous NIRP policy. Investment bottom line: Cyclically add long SEK/USD to long EUR/USD. For European equity investors, this implies going cyclically underweight Sweden's OMX, given its high exposure to exporters. Also, go underweight Swedish real estate equities which are now approaching peak price-to-book multiples (Chart I-7). Prefer to overweight Spanish real estate equities which offer much more attractive valuations (Chart I-8). Chart I-7Swedish Real Estate Equities ##br##Are Close To Peak Valuation Chart I-8Spanish Real Estate Equities ##br##Offer Better Value Squeezing Bank Profitability For the third channel of financial instability, the ECB concedes that ultra-loose monetary policy compresses banks' net interest margins and thus exerts pressure on their profitability. "Since banks carry out maturity transformation by borrowing short and lending long-term, both the slope of the yield curve and its level matter for profitability." In turn, lower retained profits means lower accumulation of capital, making banks more fragile. The evidence strongly supports this logic. Since the start of the ECB's asset-purchase program, euro area bank valuations - a good proxy for profitability - have formed a perfect mirror-image of the expected intensity of QE (Chart I-9). Chart I-9Bank Valuations Have Been A Mirror-Image Of QE It follows that as the ECB dials back accommodation, the valuations of euro area banks will continue to recover - at the very least, in relative terms versus banks elsewhere in the world. Investment bottom line: Global equity investors should stay overweight euro area banks versus U.S. banks. Dhaval Joshi, Senior Vice President Chief European Investment Strategist dhaval@bcaresearch.com 1 At the First Conference on Financial Stability, May 24 207. 2 Assuming the tax treatment of income and capital growth is equal. 3 Please see the European Investment Strategy Weekly Report titled 'Negative Skew: A Ticking Time-Bomb' dated July 27, 2017 available at eis.bcaresearch.com Fractal Trading Model* We are monitoring the Italian stock Tenaris which is approaching a point of being technically oversold. We are also monitoring a commodity pair-trade, short nickel / long silver which is also approaching a potential entry point in the coming days. But we have not yet opened either trade. 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 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 Chart II-2Indicators To Watch - Bond Yields Chart II-3Indicators To Watch - Bond Yields Chart II-4Indicators To Watch - Bond Yields Interest Rate Chart II-5Indicators To Watch ##br##- Interest Rate Expectations Chart II-6Indicators To Watch##br## - Interest Rate Expectations Chart II-7Indicators To Watch##br## - Interest Rate Expectations Chart II-8Indicators To Watch ##br##- Interest Rate Expectations

Highlights Beware of asset managers' and leveraged funds' large net long positions in EM currencies. Overextended net long positions in EM and commodities currencies signify overbought conditions in EM risk assets in general. This in tandem with the poor outlook for EM/China growth makes the risk-reward of EM financial markets unattractive. Downgrade Korean equities from overweight to neutral, but continue to overweight Korean technology stocks relative to the EM benchmark. Also, maintain the short KRW / long THB trade. Take profits on the long Indian / short Indonesian stocks position. Consistently, downgrade Indian stocks to neutral and upgrade Indonesian bourses to neutral within an EM equity portfolio. Feature Investor positioning in EM currencies is elevated. From a contrarian perspective, this at minimum warrants a correction. Chart I-1 illustrates that asset managers' and leveraged funds' combined net long positions in the Mexican peso, the Brazilian real, the Russian ruble and South African rand are very elevated.1 This aggregate is weighted by notional value of outstanding open interest of each currency, and is shown as a percentage of open interest. Importantly, we have refined positioning data to separate asset managers and leveraged funds from other non-commercial and commercial institutions. Asset managers and leveraged funds reflect investment community sentiment the best. Besides, they are the most inclined to scale back their net long positions if and when these currencies begin to depreciate, i.e., they are more momentum driven. By doing so, they will reinforce the selloff. Currently bullish sentiment on EM and commodities is corroborated by the fact that asset managers' and leveraged funds' aggregate net long positions in non-EM commodities currencies such as the CAD, the AUD and the NZD are at the highest level since 2011 (Chart I-2). Typically, these currencies are at risk of a correction when positioning reaches such excessive levels. Chart I-1Asset Manager's And Leveraged Funds' Net Long Positions In EM Currencies Are Large Chart I-2Asset Manager's And Leveraged Funds' Net ##br##Long Positions In Commodities Currencies Chart I-3A and Chart I-3B show the same for individual currencies such as the MXN, the BRL, the RUB, the ZAR, the CAD, the AUD and the NZD. The overarching message is that investors' net long exposure to both EM and commodities currencies is large and depreciation risk for these exchange rates is substantial, at least in the near term. Chart I-3AAsset Managers And Leveraged Funds' Net ##br##Long Positions In Select Currencies Chart I-3BAsset Managers And Leveraged Funds' Net ##br##Long Positions In Select Currencies Yet, these positioning data do not reveal whether potential weakness will be a bull market correction or the beginning of bear market. Our bias remains that the potential selloff will evolve into a new phase of the bear market in EM currencies that began in 2011. In turn, as EM currencies depreciate, they will erode foreign investors' returns and trigger a selloff in other EM risk assets such as stocks, domestic bonds and credit markets. In short, investor sentiment on EM risk assets correlates with sentiment toward both EM and commodities currencies. Hence, bullish sentiment and overextended net long positions in EM and commodities currencies signify overbought conditions in EM risk assets in general. The Cyclical Outlook Chart I-4EM Currency Valuations Are Close To Neutral We are negative on the cyclical outlook for EM currencies for the following reasons: With a few minor exceptions, EM currencies are not cheap; their valuations are close to neutral Chart I-4 demonstrates the real effective exchange rate for aggregate EM excluding China, Korea and Taiwan. This is an equity market cap-weighted aggregate. It shows that EM exchange rate valuations are not depressed. The reason why we remove China, Korea and Taiwan from the calculation is because their respective bourses have large equity market-cap weights in the MSCI EM stock index, and thereby dominate the EM aggregate. Excluding these three markets, we get a less skewed perspective on EM currency valuations and assign higher weight to the high-yielding ones. Importantly, the best measure of currency valuation is, in our opinion, the real effective exchange rate based on unit labor costs (ULC). The rationale is that this measure captures changes in wages and productivity. The latter two are critical to competitiveness and, hence, reveal the true valuation of currencies. Unfortunately, there is no available ULC-based real effective exchange rate data for all individual EM currencies. Chart I-5A and Chart I-5B presents the measure for countries where data from reputable sources are available. By and large, the message is that, with the exception of the Mexican peso, EM currencies are not particularly cheap. Chart I-5AReal Effective Exchange Rates ##br##Based On Unit Labor Costs Chart I-5BReal Effective Exchange Rates ##br##Based On Unit Labor Costs The outlook for EM exchange rates has historically been contingent on growth and corporate profitability in developing economies. That said, EM exchange rate fluctuations have in recent years become dependent on U.S. real interest rates as the importance of portfolio fixed-income flows into EM has dramatically surged. Both drivers - EM growth and U.S. real yields - are likely to become headwinds for EM exchange rates going forward. EM growth will relapse anew as Chinese growth slows and EM shipments to China decline. Our new money impulse for China2 has historically been a good leading indicator for EM exchange rates, and it points to potentially considerable EM currency depreciation in the next six to nine months (Chart I-6). Meanwhile, U.S. interest rate expectations are very depressed. It will take only slightly stronger U.S. growth and inflation readings or some non-dovish guidance from the Federal Reserve for U.S. interest rate expectations to move higher. The latter will support the U.S. dollar and hurt EM currencies. Although industrial metals prices have recently spiked to new cyclical highs, we believe commodities prices - both for energy and industrial materials - will be lower in the medium term. Global oil stocks are breaking to new cyclical lows, heralding weakness in crude prices (Chart I-7). The fact that oil has failed to post gains amid a notable rally in the euro could be a sign of fundamental vulnerability. Chart I-6China's Money Impulse And EM Currencies Chart I-7Oil Prices Are Vulnerable As for industrial metals prices, our analysis has not changed: the considerable slowdown in China's broad money heralds a major top in industrial metals prices, as per Chart I-8. The mainland accounts for 50% of global industrial metals consumption, and its capex cycle is of critical importance. What explains the latest spike in base metals prices? Chart I-9 reveals that since early this year, iron ore prices have been negatively correlated with Chinese money market rates (interest rates are shown inverted and are advanced by 30 days Chart I-9). This year's correction and subsequent rebound in iron ore prices might be attributed to changes in mainland traders' positioning due to swings in domestic interest rates. Chart I-8China-Plays Are At Risk Chart I-9Chinese Interest Rates And Iron Ore Prices Going forward, either China's growth will decelerate sufficiently enough to weigh on industrial metals prices, or the authorities will resume policy tightening to rein in financial excesses. All in all, the risk-reward for iron ore and other industrial metals is negative. On the whole, lower energy and industrial metals prices will weigh on EM commodities currencies. As for Asian currencies, they are sensitive to global trade. We expect global trade and tradable goods prices to relapse due to the resumption of a slowdown in China/EM demand. Manufacturing-based Asian currencies will depreciate amid budding weakness in their manufacturing sector (Chart I-10). In addition, Chart I-11 shows global auto sales lead global semiconductor sales by several months. The basis for this correlation is that autos nowadays use a lot of semiconductors, and therefore auto cycles affect semiconductor demand. The boom in semi-cycle has been one of the pillars of Asian exports recovery. As the former moderates, the latter will relapse weighing on Asian non-commodities currencies. Chart I-10Asian Manufacturing ##br##And Exchange Rates Chart I-11Global Auto Sales Lead ##br##Global Semiconductor Sales Bottom Line: Our bet remains that EM currencies will depreciate versus both the U.S. dollar and the euro - and regardless of euro/U.S. dollar exchange rate fluctuations. We recommend a short position in a basket of the following EM currencies: ZAR, TRY, COP, CLP, BRL, IDR, MYR and KRW. For market-neutral portfolios, our currency overweights are MXN, RUB, PLN, CZK, TWD, INR and THB. Korean Equities: Downgrading To Neutral We recommend downgrading Korea to neutral from overweight within EM equity portfolios. North Korea will likely remain a source of uncertainty and volatility. BCA's Geopolitical Strategy service does not expect war on the Korean peninsula as long-standing constraints to conflict are still in place, starting with Pyongyang's ability to cause massive civilian casualties north of Seoul via an artillery barrage. As such, the ultimate resolution to the conflict will be a peaceful one. However, getting from here (volatility) to there (negotiated resolution) requires more tensions. The U.S. has to establish a "credible threat" of war in order to move China and North Korea towards a negotiated resolution.3 And that process could take more time, which means more volatility in the markets.4 The overwhelming portion of Korea's equity rally has been driven by a phenomenal surge in one company's share price: Samsung. Excluding technology companies, the performance of MSCI Korea stock prices and their EPS has been mediocre. Samsung's explosive rally has been partially due to the exponential surge in DRAM prices (Chart I-12). On a macro level, we cannot forecast prices of individual semiconductors (such as DRAM). Nevertheless, our assessment is that the global semi cycle is entering a soft patch as per Chart I-11 above. Furthermore, Korea's cyclical growth has already peaked, and will slow going forward (Chart I-13). Broad money growth is still decelerating, entailing that no turnaround is in the cards (Chart I-13, bottom panel). Chart I-12Samsung Share Prices And DRAM Chart I-13Korea: Cyclical Profile Importantly, the new government has enacted a law to boost minimum wages by 16% in January 2018 and would need to increase by a similar rate annually to reach its 2020 target. Even though there are fiscal subsidies for businesses and minimum wages affect smaller businesses much more than larger ones, odds are that this will still boost overall wage growth, and hence weigh on companies' profit margins. Chart I-14Korean Won Is Expensive Versus The Yen Finally, the Korean won is modestly expensive, based on the unit labor costs-based real effective exchange rate (Chart I-14, top panel). The won is especially expensive versus the yen (Chart I-14, bottom panel). This is negative for Korean manufacturers and the currency. Investment Recommendations Downgrade Korean stocks from overweight to neutral, but continue to overweight Korean technology stocks relative to the EM benchmark. Close long Korea / short EM equities and long Korean banks / short Indonesian banks positions. These positions have produced small gains since their initiation (details on all our open positions are available at the end of each week's report on page 17). Maintain a short KOSPI / long Nikkei in common currency terms trade: Either the won will depreciate substantially versus the yen or the KOSPI will underperform the Nikkei in local currency terms. In both cases, this trade will be profitable. Continue to bet on lower bond yields in Korea via receiving 10-year swap rates. Deflationary pressures from weaker exports - that make up 35% of GDP - will weigh on economic growth, and the central bank will be forced to cut rates. Maintain a short Korean won / long Thai baht position. The won is a high-beta currency and will underperform the Thai baht in a selloff / Asian exports slowdown. The Thai currency will likely trade in a low beta fashion due to the country's large current account surplus and low exposure to both China and commodities. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Take Profits On Long Indian / Short Indonesian Equities Position This recommendation has generated 8.4% gain since its initiation on July 30, 2014, and we recommend booking profits. Indian share prices have outperformed their Indonesian peers over the past year (Chart II-1) but the outlook for top line growth appears to be slightly better in Indonesia than in India. Specifically: We have combined bank credit to businesses and households with government expenditures to calculate a credit and fiscal spending impulse for both countries. Chart II-2 illustrates that this impulse heralds a more positive outlook for listed companies' revenues in the case of Indonesia than India. Chart II-1Book Profits On Long Indian / ##br##Short Indonesian Stocks Position Chart II-2Credit And Fiscal Spending ##br##Impulse Favor Indonesia Over India Other cyclical variables are mixed in both economies: vehicle and two-wheeler sales are sluggish, manufacturing PMIs have rolled over, but imports of capital goods are improving (Chart II-3). In regard to valuation and profitability, both bourses are expensive in absolute terms (Chart II-4, top panel) but India's return on equity (RoE) is well below Indonesia's (Chart II-4, bottom panel). Such a 14% premium of Indian stocks over Indonesian ones along with a poor revenue outlook and lower RoE might prevent further share price outperformance by India. Chart II-3Mixed Cyclical Growth Dynamics Chart II-4India And Indonesian Equities: P/E Ratios And RoEs Although our negative outlook for commodities prices and expensive equity valuations entail a negative stance on Indonesian risk assets in absolute terms, we believe this bourse's underperformance versus the EM overall equity index and Indian stocks is late. It makes sense to reduce/eliminate an underweight allocation to Indonesian equities. Bottom Line: We recommend booking gains on the long Indian / short Indonesia equity position initiated on July 30, 2014. Consistently, we downgrade Indian stocks from overweight to neutral and upgrade Indonesian ones from underweight to neutral within an EM equity portfolio. Ayman Kawtharani, Associate Editor ayman@bcaresearch.com 1 CFTC is the U.S. Commodity Futures Trading Commission. The data on South African rand is available from May 2015. 2 Presented and discussed in detail in July 26, 2017 and August 16, 2017 reports; the links are available on page 18. 3 Please see BCA Geopolitical Strategy Special Report, "North Korea: Beyond Satire," April 19, 2017, available at gps.bcaresearch.com. 4 Please see BCA Geopolitical Strategy Weekly Report, "Can Pyongyang Derail The Bull Market?," August 16, 2017, available at gps.bcaresearch.com. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights Portfolio Strategy Execute a long S&P energy/short global gold miners pair trade to take advantage of the liquidity-to-growth handoff. Initiate another new trade, long S&P materials/short S&P utilities, to benefit from a shifting macro landscape. Synchronized global growth and commodity inflation are a boon for materials, but a bane for utilities. Recent Changes Initiate a long S&P energy/short global gold miners pair trade today. Initiate a long S&P materials/short utilities pair trade today. Table 1 Feature The S&P 500 failed to hold on to gains and drifted lower last week succumbing to Washington-related uncertainty. The transition from liquidity-to-growth remains the dominant macro theme which is prone to bouts of volatility. Nevertheless, a less hawkish Fed should, at the margin, underpin equities with easy monetary and financial conditions complementing the goldilocks equity backdrop (Chart 1). In fact, the St. Louis Fed Financial Stress Index (comprising "18 weekly data series: seven interest rate series, six yield spreads and five other indicators"1) is probing multi-decade lows. This primarily bond market-dependent indicator, has historically done an excellent job in leading the S&P 500 at major turning points at both peaks and troughs (Chart 2A). Recently, it has been more of a coincident indicator with equities, and currently waves the all-clear sign (St. Louis Fed Financial Stress Index shown inverted, Chart 2B). Chart 1Timid Fed Is Supportive Chart 2AExcellent Leading Properties Chart 2BAll Clear Nevertheless, we do not want to sound too complacent and following up from last week's brief discussion of rising geopolitical uncertainty and equity market performance, we are examining key post-WWII geopolitical events in more detail. The first three columns of Table 2, courtesy of BCA's Geopolitical Strategy Service2, update these episodes to mid-2017. While the S&P 500's drawdown from the three-month peak prior to the event to the three-month trough following the event averages out to roughly 10%, drilling beneath the surface is instructive. Table 2Geopolitical Crises And SPX Returns On average, broad equity market returns are muted one and three months post the event. Interestingly, on a six- and twelve-month horizon following the geopolitical incident, the S&P clearly shoots higher rising on average 5% and 8%, respectively (Table 2). Chart 3 shows the average profile of the S&P 500's returns during all of these post-WWII events, three months prior to the incident up to one year forward. Chart 3Geopolitical Opportunity? Two key takeaways stand out from this analysis. First, the coming quarter will likely prove volatile as the dust has yet to settle from the recent North Korea escalation. As a result, tactically buying some portfolio protection when the market is near all-time highs, as we cautioned last week3, is prudent and in order, especially given the seasonally challenging months of September and October. Second, on a cyclical horizon, the S&P 500 will likely resume its advance, ceteris paribus. Thus, if history at least rhymes and barring another major flare up of geopolitical risk, the path of least resistance will be higher for the overall equity market into mid-2018. This week we are executing two market neutral pair trades, one levered to the liquidity-to-growth handoff and the other to the synchronized global growth theme. Liquidity-To-Growth Handoff: Buy Energy/Sell Gold Producers A market-neutral way to benefit from the ongoing equity overshoot phase is to go long U.S. energy stocks/short global gold miners (Chart 4). This high-octane trade would benefit most from the handoff of global liquidity to economic growth. Relative share prices have plummeted since the mid-December 2016 peak, collapsing 34%. The selloff in oil prices along with a more accommodative Fed have propelled global gold miners and punished U.S. energy stocks. More recently, increasing geopolitical risks have also boosted flows into bullion and gold-related equities. However, if our thesis that growth will trump liquidity - posited three weeks ago4 - pans out in the coming months, then relative share prices should reverse. Gold prices serve as a global fear proxy, while energy prices move with the ebb and flow of global growth. Importantly, the oil/gold ratio (OGR) hit all-time lows in early 2016 and subsequently enjoyed a V-shaped recovery. But, year-to-date the OGR has relapsed on the back of rising policy uncertainty (policy uncertainty shown inverted, Chart 5). If this geopolitical uncertainty recedes, the upshot is that the OGR will rise in response. Chart 4Ready For A Bounce Chart 5Prefer Black Gold To Bullion Importantly, global trade is reaccelerating, also suggesting that the OGR should resume its advance (Chart 5). Chart 6 shows a simple growth/liquidity gauge using BCA's Global Synchronicity Indicator. Historically, this metric has been closely correlated with relative share price momentum, and the current message is to expect a sharp turn in oversold relative share prices. Moreover, were the liquidity thrust to convert into significantly higher output, then real interest rates should begin to reflect better growth prospects, and further boost the allure of the pair trade. As with bullion, the relative share price ratio is also overly sensitive to changes in real rates. In fact the 10-year TIPS yield does an excellent job in explaining relative share price fluctuation. Even a modest upturn in real interest rates will go a long way for relative share prices (Chart 7). Chart 6Ample Catch Up Space Chart 7Liquidity-To-Growth Beneficiary Meanwhile, on the relative operating front, the tide is also turning, favoring energy stocks versus gold miners. The oil and gas rig count has recovered smartly from the depths of the global manufacturing recession of late 2015/early-2016. On the flip side, demand for safe haven assets should ebb and further weigh on global gold ETF flows. Additional capital inflows into gold ETF funds from current levels would require either a sizable flare up in global geopolitical risk or another downdraft in global growth. Taken together, this relative demand indicator has surged, signaling that a catch up phase looms for the relative share price ratio (bottom panel, Chart 8). Similarly, relative pricing power is on the verge of climbing into expansionary territory. Extremely depressed pricing power for oil & gas field machinery is unlikely to deflate further, as recent anecdotes of new capital expenditure projects provide some glimmers of light for utilization rates. Conversely, bullion prices are pushing $1,300/oz. near the upper bound of the four year trading range, warning that at least a digestion phase lies ahead. The middle panel of Chart 8 shows that relative pricing power has been an excellent leading indicator of relative earnings. Our relative EPS models do an excellent job in capturing all of these different macro forces, and at the current juncture emit an unambiguously bullish signal: energy EPS will outshine gold producers' profits as the year draws to a close (Chart 9). Finally, relative valuations and technicals are both flashing a green light. Relative value is as compelling as it was during the depths of the Great Recession (middle panel, Chart 10), while our Technical Indicator is one standard deviation below the historical mean. Every time such extreme oversold levels are hit, relative performance has catapulted higher in the subsequent 3-6 months. Chart 8Relative Demand And Price Outlooks##br##Favor Energy Stocks Over Gold Miners Chart 9Earnings-Led##br## Outperformance Looms Chart 10Unloved ##br##And Oversold Bottom Line: Initiate a long S&P energy/short global gold miners pair trade to benefit from the passing of the baton from liquidity to growth. For investors seeking an alternative way to express this trade opportunity levered to the liquidity-to-growth theme, going long the S&P 1500 metals and mining index instead of the S&P energy sector would also produce similar results (bottom panel, Chart 9). New Pair Trade: Materials Vs. Utilities Macro conditions are ripe to initiate a market neutral trade: long materials/short utilities. This trade provides exposure to the budding shift in underlying portfolio strength away from defensives toward cyclicals5 and also from domestic to global-exposed market areas. In fact, our relative Cyclical Macro Indicators capture the shifting macro backdrop favoring a more cyclical portfolio tilt (Chart 11). The balance of macro evidence is skewing increasingly toward robust manufacturing growth at home and abroad. The ISM manufacturing and global PMI indexes have maintained their recent gains, signaling that the path of least resistance for the relative share price ratio is higher (Chart 12). Chart 11Reflation Trade Chart 12U.S. And... Reviving global growth is typically synonymous with rising inflation expectations and bond yields. BCA's view remains that a selloff in the bond markets is the most likely scenario in the coming months. The third panel of Chart 11 shows that relative share price momentum and the bond market are joined at the hip. This makes sense as materials stocks are reflationary beneficiaries, whereas the utilities sector acts as a fixed-income proxy. Not only does the pair trade benefit from rising bond yields in isolation, but also when the stock-to-bond (S/B) ratio is on fire. Currently, a wide gap has opened between the S/B and the materials/utilities ratios that will likely narrow via a catch up phase in the latter. Synchronized global growth suggests that a relative earnings-led recovery will buttress this pair trade higher. Chart 13 highlights four different ways of depicting coordinated EM and DM economic growth, giving us confidence that materials profits will outshine utilities EPS. Materials manufacturers have a sizable export component driving both the top and bottom line. In contrast, utilities are a domestic-only play. As a result, revving global trade and the significant fall in the trade-weighted U.S. dollar will buttress relative EPS prospects (Chart 14). In fact, irrespective of where the greenback ends the year, materials profits will get a lagged bump from a positive FX translation in the back half of the year. Chart 13...Global Growth Favor ##br##Materials Over Utilities Chart 14Cheapened Greenback = ##br##Buy Materials At The Expense Of Utilities The depreciating U.S. dollar is also a boon for commodity prices in general and base metals prices in particular. While natural gas prices are the marginal price setter for utilities pricing power, they represent an input feedstock cost to chemicals producers that dominate the materials sector. Taken together, a relative pricing power proxy suggests that materials stocks have the upper hand (bottom panel, Chart 14). Relative valuations and technical conditions also wave the green flag. Our valuation indicator has corrected back to the neutral zone and the technical indicator has unwound overbought conditions, offering a compelling entry point to the pair trade (Chart 15). Finally, our newly introduced relative EPS models encapsulate all of these diverging forces. Currently, the relative profit models signal that materials earnings are on track to outpace utilities profit generation for the remainder of the year (Chart 16). Chart 15Compelling Entry Point Chart 16Heed The Relative Profit Model Message Consequently, there is an opportunity to execute a long materials/short utilities pair trade in order to benefit from synchronized global growth and looming bond market selloff, and softening U.S. dollar and related commodity inflation. Bottom Line: Initiate a long S&P materials/short S&P utilities pair trade today. Anastasios Avgeriou, Vice President U.S. Equity Strategy & Global Alpha Sector Strategy anastasios@bcaresearch.com 1 https://www.stlouisfed.org/news-releases/st-louis-fed-financial-stress-index/stlfsi-key 2 Please see the August 16, 2017 Geopolitical Strategy Weekly Report titled "Can Pyongyang Derail The Bull Market?", available at gps.bcaresearch.com. 3 Please see the August 14, 2017 U.S. Equity Strategy Weekly Report titled "Three Risks", available at uses.bcaresearch.com. 4 Please see July 31, 2017 U.S. Equity Strategy Weekly Report titled "Growth Trumps Liquidity", available at uses.bcaresearch.com. 5 Please see the August 14, 2017 U.S. Equity Strategy Weekly Report titled "Three Risks" for a recap of our major portfolio moves since May 1, available at uses.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor small over large caps and stay neutral growth over value.

Highlights Washington must establish a "credible threat" if it is to convince Pyongyang that negotiations offer the superior outcome; The process of establishing such a credible threat is volatile; U.S. Treasurys, along with Swiss and Japanese government bonds have been consistent safe haven assets; The risk of a U.S. attack against North Korea is a red herring, while the crisis itself is not; We suggest that investors hedge the risk with an equally-weighted basket of Swiss bonds and gold. Feature Brinkmanship between Pyongyang and Washington, D.C. has roiled markets over the past week. The uptick in rhetoric has not come as a surprise. Since last year, BCA's Geopolitical Strategy has stressed that souring Sino-American relations were the premier geopolitical risk to investors and that China's periphery, especially the Korean peninsula, would be the "decisive" factor for markets.1 North Korea's nuclear ambitions - which could be snuffed out immediately by a concerted and coordinated effort by China and the U.S. - are a derivative of the broader U.S.-China dynamic. The U.S. is unlikely to use military force to resolve its standoff with North Korea. There are long-standing constraints to war, ones that all of the interested parties know only too well from their experience in the Korean War of 1950-53. The first of these is that war is likely to bring a high death toll: Pyongyang can inflict massive civilian casualties in Seoul with a conventional artillery barrage; U.S. troops and Japanese troops and civilians would also likely suffer. Second, China is unlikely to remain neutral, given its behavior in the 1950s, its persistent strategic interest in the peninsula, and its huge increase in military strength relative to both the past and to the United States. However, the process by which the U.S. establishes a "credible threat" of military action is volatile.2 Such a credible threat is necessary if Washington is to convince Pyongyang that negotiations offer a superior outcome to the belligerent status quo. Viewed from this perspective - which is informed by game theory -President Donald Trump has not committed any grave mistakes so far, but has rather shrewdly manipulated the world's perception that he is mentally unhinged in order to enhance his negotiating leverage. It is unclear how long it will take Trump to convince North Korea that the threat of a U.S. preemptive strike is "credible." As such, it is unclear how long the current standoff will persist. From an investor perspective, it will be difficult to gauge whether the brinkmanship and military posturing are part of this "territorial threat display" or evidence of real preparations for an actual attack. As such, further volatility is likely. The ongoing crisis in North Korea is neither the first nor the last geopolitical crisis the world will face in today's era of paradigm shifts.3 We have long identified East Asia as the cauldron of investment-relevant geopolitical risks.4 This is a dynamic produced by the multipolar global context and the geopolitical disequilibrium in the Sino-American relationship. For now, investors have been able to ignore the rising global tensions (Chart 1) due to the ample liquidity emanating from central banks, but the day of reckoning is nigh (Chart 2). Chart 1Multipolarity Increases Conflict Frequency Chart 2Day Of Reckoning? Q&A On North Korea Back on April 19, we wrote a Special Report, "North Korea: Beyond Satire," which argued that North Korea had at last become a market-relevant geopolitical risk after decades of limited impact (Chart 3).5 Chart 3North Korean Provocations Rarely Affect Markets For Long Looking to the next steps, we introduced the "arc of diplomacy," a framework comparable to the U.S.-Iran nuclear negotiations from 2010-15 (Chart 4). We predicted that the U.S. would ultimately ramp up threats for the purpose of achieving a diplomatic solution. The U.S. was constrained and would only go to war if an act of war were committed, or appeared imminent.6 Chart 4Arc Of Diplomacy: Tensions Ramp Up As Nuclear Negotiations Begin This assessment is now playing out. But not all clients are convinced of our logic, as we have found in our travels throughout Asia Pacific and elsewhere this month. Below we offer a short Q&A based on questions we have received from clients: Q: Diplomacy has already been tried, so why won't the U.S. attack? A: The U.S. public has less appetite for war, especially a preemptive strike, in the wake of the Iraq War, and has not suffered a 9/11 or Pearl Harbor-type catalyst. The U.S. will exhaust diplomatic options before joining a catastrophic second Korean War. And the diplomatic options are far from exhausted. The latest round of sanctions are tighter and more serious than past ones, but still leave categories untouched (like fuel supplies to the North) and are still very hard to enforce (like cutting illegal North Korean labor remittances). Enforcement is always difficult, and the U.S. is currently attempting to ensure that its allies enforce the sanctions strictly, not to mention its rivals (i.e. Russia and China). While we do not think China will ever impose crippling sanctions, we do think it can tighten them up considerably, which could be enough to change the North's behavior. Q: Why doesn't China just take North Korea out? A: China is a formal political, military, and ideological ally of North Korea, and has a strategic interest in maintaining a buffer space on the Korean peninsula - which it defended at enormous human cost in the Korean War. This interest remains in place. China is far more likely to aid and abet a nuclear-armed ally in North Korea than it is to endorse (much less participate in) regime change. The fallout from a new war, such as North Korean refugees flooding into China, is extremely undesirable for China, though it could handle the problem ruthlessly. China would also prefer not to have to occupy a collapsing North, which would be an extensive and dangerous entanglement. Therefore, expect China to twist Pyongyang's arm but not to break its legs. On a more topical note, China is consumed with domestic politics ahead of the nineteenth National Party Congress. It is perhaps more likely to take action after the congress in October-November. Q: Will U.S. allies cooperate with Trump? Why not bandwagon with China to gain economic benefit? A: South Korea is the best litmus test for whether Trump is causing U.S. allies to drift. The new South Korean President Moon Jae-In, who is politically left-of-center, has played his cards very carefully and started out on good footing with President Trump. A disagreement appears to be a likely consequence of Moon's agenda, which calls for extensive engagement with the North and a review of the U.S. THAAD missile defense deployment in Korea. So far, however, Moon is reaffirming the alliance, in his own way, and Trump has not (yet) expressed misgivings about him. If this changes significantly - as in, South Korea joining with China to give North Korea significant economic aid in defiance of U.S. sanctions efforts - then it would be a sign of division among the allies that would benefit North Korea and could even increase the risk of the U.S. taking unilateral action. The odds of that are still low, however. We have been short the Korean won versus the Thai baht since March 1, and the trade is up 6.03%. We also expect greater volatility and higher prices of credit default swaps to plague South Korea while the crisis continues over the coming months. We are closing our long Korean consumer stocks trade versus Taiwanese exporters for a loss of 4.24%. Q: What is Japan's role in the current crisis? What is the impact on Japan? A: Japan is one of the few countries whose relations with the U.S. have benefited under the Trump administration. The Japanese are in lock-step so far in reacting to North Korea. The government has been sounding louder alarms about North Korea for the past year, including by conducting evacuation drills in the case of attack. Japan has long been within range of North Korea's missiles, but its successes in nuclear miniaturization pose a much greater threat. Not only does North Korea pose a legitimate security risk, but Japanese Prime Minister Shinzo Abe also stands to benefit at least marginally in terms of popular support and support for his controversial constitutional revision. This will, in turn, feed into the region's insecurities. Yen strength as a result of the crisis, however, would be a headwind to Japan's economic growth. Thus Abe has a tightrope to walk. We expect him to take actions to ensure the economy continues to reflate. Q: Is Trump rational? How do we know he won't push the nuclear button? A: Ultimately this is unknowable. It also involves one's philosophical outlook. Josef Stalin and Mao Zedong both committed atrocities by the tens of millions but did not use nuclear weapons. Nikita Khrushchev practically wrote the playbook that North Korea's Kim dynasty has used in making its belligerent nuclear threats. Yet Khrushchev ultimately agreed to détente. Kim Jong Un makes Trump look calm. The combination of Kim and Trump is worrisome; but so was the combination of Eisenhower and Khrushchev, one believing nuclear weapons should be used if needed, the other threatening wildly to use them. It may be the case that the threat of an atrocity, or (in Kim's case) of total annihilation, is enough to keep decisions restrained. As we go to press, Kim has ostensibly suspended his plan to fire missiles around Guam and U.S. officials have repeatedly stated that they would not attack unless attacked. Stairway To (Safe) Haven Revisited In expectation of increased frequency of geopolitical risks, BCA's Geopolitical Strategy has produced two quantitative analyses of safe haven assets over the past two years. The first, "Geopolitics And Safe Havens," unequivocally crowned gold as the ultimate safe haven (Table 1), while showing that the USD is not much of a defense against geopolitical events (Chart 5).7 Table 1Safe-Haven Demand Rises During Crises Table 1Safe-Haven Demand Rises During Crises As such, investors should fade the narrative that the failure of the USD to appreciate amidst the latest North Korean imbroglio is a sign of some structural weakness. The greenback continues to underperform due to weak inflation in the U.S., a fleeting condition that our macro-economist colleagues expect to reverse. Mathieu Savary, BCA's currency strategist, believes that more upside exists for the USD regardless of the geopolitical outcome: Chart 5Gold Loves Geopolitical Crises Chart 6DXY Is Cheap... Chart 7...But The Euro Is Not First, the dollar is currently trading at its deepest discount to the BCA Foreign Exchange Service augmented interest rate parity model since 2010 (Chart 6). The euro, which accounts for 58% of the DXY index, is its mirror image, being now overvalued by two sigma, the most since 2010 (Chart 7). Second, bullish euro bets will dissipate as Europe's economic outperformance versus the U.S. fades. Financial conditions have massively eased in the U.S., while they have tightened in Europe, resulting in the biggest upswing on euro area growth relative to the U.S. in over two years (Chart 8). Such an economic outperformance by the U.S. should lead to a strengthening greenback (Chart 9).8 Chart 8Easing Versus Tightening FCI Chart 9PMIs Point To USD Rally Our second attempt to quantify safe-haven assets, "Stairway To (Safe) Haven: Investing In Times Of Crisis," concluded that U.S. Treasurys, Swiss bonds, and Japanese bonds are the best performers in times of crisis.9 We considered 65 assets10 (Table 2) with five different methodologies and back-tested them empirically within the context of 25 financial and geopolitical events since January 1988. Some of these assets have been proven to perform as safe havens by previous academic research, some are commonly utilized in investment strategies, and others could provide alternatives (see Box 1 for further details). Table 2Scrutinizing The World For Safe Havens This report demystifies four key issues related to safe havens: Part I identifies what qualifies as a safe-haven asset. Unsurprisingly, the best performers are U.S. Treasurys along with Swiss and Japanese bonds due to their currency effects. Part II examines if safe havens change over time. We find that gold and Treasurys have changed places as safe havens, and that JGBs and Swiss bonds have a long history as portfolio protectors. Part III breaks down safe havens through an event analysis. We look at the country of origin, the nature of the crisis, and whether the risk is a "black swan" or "red herring" - two classifications of events that BCA's Geopolitical Strategy has established - all of which have an impact on their performance. But red herrings or black swans are only defined after the fact, thus requiring geopolitical analysis or market timing indicators to be able to act on them. Part IV demonstrates that timing plays a crucial part when investing in safe havens as their performance is coincident with that of equities. Box 1 Safe Havens - A Literature Review In a previous Geopolitical Strategy Special Report published in November 2015, it was established that shifts in economic and political regimes alter investors' preferences for safe-haven assets, and that Swiss bonds and U.S. 10-year Treasurys were at the top of that list.11 Also, statistical methods were used to demonstrate that gold had acted as a safe haven from the 1970s to the early 90s, but has since lost its status due in part to a new era of looming deflationary risks. Li and Lucey (2013) have identified a pattern in precious metals, through a series of quarterly rolling regressions testing the significance of the 1st, 5th and 10th percentile movements in U.S. equity movements against safe-haven assets, catching extreme negative events. For instance, the 1st percentile captures the very worst corrections that have occurred, the one that represent the bottom 1% of the equity performances. The 5th and 10th percentiles represent the 5% and 10% lowest returns for equities, respectively. The authors demonstrated that silver, platinum and palladium act as safe havens when gold does not.12 Similarly, Bauer and McDermott (2013) examined the 1st, 5th and 10th percentile movements in U.S. equity movements and proved that both gold and U.S. Treasurys can serve as safe havens, but that gold has the best record in times of extreme financial stress.13 Baele et al. (2015) concentrated on flight-to-safety episodes, which they characterized as events in which the VIX, TED spreads and a basket of CHF, JPY, and USD all increased drastically.14 They found that during flight-to-safety episodes, large cap stocks outperform small caps, precious metal and gold prices (measured in dollars) increase slightly, while bond returns exceed those of the equity market by 2.5-4 percentage points. Baur and Glover (2012) provide further evidence that gold can no longer be utilized as a safe haven due to increased speculation and hedging. Their main finding is that gold cannot be both an investment and a safe-haven asset. That is, gold can only be effective as a safe haven if the periods prior to the event had not generated significant investment demand for gold.15 Using high-frequency exchange rate data, Ranaldo and Soederlind (2010) conclude that the CHF, EUR and JPY have significant safe-haven characteristics, but not the GBP.16 The strongest safe havens are identified as the CHF and JPY, but the returns are partly reversed after a day of safe-haven protection. They also find that the nature of the crisis has a significant effect on safe-haven properties. For instance, a financial crisis and a natural disaster produced drastically different outcomes for the yen. Part I - Safety In Numbers Our first step in identifying safe-haven assets was to review each asset's performance against equities in times of crisis. As such, we conducted a series of threshold regressions to generate a list of true safe-haven assets - assets that have a statistically significant positive performance in times of turmoil. Our method is explained as follows: Step 1 - Percentile Dummies: Following methods from Li and Lucey (2013) and Bauer and McDermott (2013), we created dummy variables for the 1st, 5th and 10th percentile of the S&P 500 daily total returns since 1988. We then multiplied each of these dummies by their corresponding stock returns (see Box 1 for further detail). Step 2 - Regressions: Using the 64 potential safe-haven assets, we ran a series of regressions both in USD and the local currency, testing each asset's returns explained by the three percentile dummies.17 Step 3 - Identifying Safe Havens: We then quantified strong safe-havens as assets having significant coefficients for all three return thresholds (1st, 5th and 10th percentile of the S&P 500 daily total returns). Results - Seek Refuge In Currencies And Government Bonds: Our quantitative results are mainly consistent with what others have found in the past: the Japanese yen and most G10 government bonds are safe havens. Table 3 shows the safe-haven assets that generated negative coefficients versus equities for all three threshold percentiles. Table 3Seeking Protection Against Corrections In our threshold regressions expressed in USD terms, we found that the Japanese yen, Quality Stocks,18 and Japanese, Swiss and U.S. bonds acted as strong safe havens. Currencies play a crucial part in the performance of safe havens. In fact, in local-currency terms, a series of G10 government bonds (U.S., Canada, Belgium, France, Germany, Netherlands, Sweden, Switzerland, and the U.K.) proved to be the most useful safe havens. In sum, true or strong safe havens are government bonds that have currencies that add to positive returns during times of crisis. Unsurprisingly, this select group of strong safe-haven assets is comprised of U.S., Japanese, and Swiss government bonds. Quality Stocks did provide positive and statistically significant results, but the returns were very low - for this reason, we excluded them from our basket of strong safe havens. While gold, the Swiss franc, and the U.S. dollar did generate positive returns during times of crisis, they failed to generate statistically significant results at all three thresholds. Bottom Line: Based on our econometric work, most G10 government bonds can act as safe havens. But due to strong currency effects, our models favor what are already commonly known as safe havens: U.S., Japanese, and Swiss government bonds. Simply put, the difference between this select group and other G10 bonds is that their currencies rise or are stable during turmoil, while the currencies of the other G10 bonds do not. Part II - Are Safe Havens Like Fine Wines? U.S., Japanese, and Swiss government bonds were not always the top assets providing protection against the downside in equities, however. To determine whether safe-haven properties change, we examined the evolution of the relationship between safe havens and U.S. equity markets over time with the following model: Step 1 - Rolling Regressions: Considering the results obtained in Part I, we restricted our sample to G10 governments in USD and local-currency terms, Quality Stocks, gold, JPY, EUR, and USD for this statistical procedure. We put these remaining assets, both in USD and local-currency terms, through a series of 1-year rolling regressions.19 Step 2 - Identifying Trends: Each regression generated a coefficient that explained the relationship between equities and safe havens (B1). We created a new time series by collecting the coefficients for each data point and smoothing them using a five-year moving average, thus depicting a long-term pattern in the evolution of safe havens. Results - A Regime Shift In Gold And Treasurys: Our findings show that safe-haven assets fall in and out of favor through time (Charts 10A, B & C). Most striking are the changes in U.S. Treasurys and gold. Only after 2000 did Treasurys start providing a good hedge for equity corrections. The contrary is true for gold - it acted as one of the most secure investments during corrections until that time, but has since become correlated with S&P 500 total returns. That said, gold's coefficient has been falling closer to zero lately, illustrating that it could soon resurface as a proper safe haven, especially if deflation risks begin to dissipate. Given that this is precisely the conclusion stated by our colleague Peter Berezin - BCA's Chief Global Strategist - and our own political analysis, we suspect that gold may be resurrected as a safe haven very soon.20 Chart 10ASafe Havens Don't Necessarily Age Well Chart 10BSafe Havens Don't Necessarily Age Well Chart 10CSafe Havens Don't Necessarily Age Well Another important finding is that the currency effect plays a key role during recent risk-off periods (Charts 11A & B). The best protector currencies are the ones that are negatively correlated with equity returns. According to our results, the CHF and the JPY have generally been risk-off currencies, while the USD has only been one since 2007, switching places with the euro. This reinforces the case for U.S., Japanese, and Swiss government bonds, which are supported by risk-off currencies. Chart 11ACurrencies Are Difference Makers Chart 11BCurrencies Are Difference Makers Bottom Line: Safe havens change over time. Gold fell out of favor due to global deflationary dynamics. With inflation on the horizon, we will keep monitoring the relationship between gold and equities for a possible return of the yellow metal as a safe haven. Since the July 4 North Korean ICBM test, for example, gold has rallied 4.8%. Part III - Red Herrings And Black Swans Since 1988, we identified 25 economic and (geo)political events that generated instant panic or acute uncertainty in the media and financial markets.21 We analyzed the short-term reactions of the safe-haven assets, both in USD and local-currency terms. This methodology allowed for the deconstruction of the impact of the events by the following factors: Country of origin of the crisis, the nature of the crisis, and whether the event was a "red herring" or a "black swan." Generally speaking, a red herring event is a crisis of some sort with little lasting financial impact. A black swan, on the other hand, is an event that has a very low probability of occurring but has a pronounced market impact if it does. Quantitatively, our definition of a black swan is an event that produces an immediate negative response in the S&P 500 below -1%, while creating a rise in either U.S., Japanese, or Swiss government bonds above 0% (Table 4). Of course, determining which event is a red herring or a black swan is only obvious post-facto and thus requires thorough geopolitical analysis. Table 4Understanding The Crises Results - Red Herrings And Black Swans Matter: Our event analysis solidifies our findings with regards to U.S., Japanese, and Swiss government bonds, but also builds a case for some European bonds as well as gold during black swan events. Our main findings can be summarized as follows. Fade The Red Herrings: Out of the sixteen geopolitical events, ten were identified as red herrings, in which safe havens underperformed the equity market. This, then, suggests that it is not always beneficial to buy safe-haven assets when tensions are rising. What is interpreted as a major geopolitical crisis - say, Ukraine in 2014 or Greece in 2015 - often ends up being a "red herring." Geopolitical Risk = Gold: Geopolitical black swan events, on the other hand, have a significant, negative impact on the market. During these events, gold emerges as the strongest hedge against a downturn in equities. U.S. Treasurys And The Swiss Franc Provide A Baseline: Under all black swan events considered - geopolitical and non-geopolitical - U.S. Treasurys and the Swiss franc had the strongest performance, generating positive returns on the day of the stock market crash in 85% of the cases. G10 Government Bonds Will Also Do: German, Dutch, Swiss and Swedish government bonds also provided protection during black swan events in local and common-currency terms, albeit to a lesser extent. U.S. And Swiss Bonds Outperform During Financial Episodes: During black swan financial crises, Swiss and U.S. government bonds stand out as the best safe havens due to their capacity to generate positive returns both in USD and local-currency terms in eight out of the nine examined crashes. Other findings that are interesting, yet less robust due to a limited sample size, include: When the crisis originated on U.S. soil, U.S. Treasurys and the dollar performed relatively poorly compared to other safe-haven assets. This is a somewhat surprising finding, as most investors believe that U.S. assets rally even at a time of U.S.-based crises, such as the 2011 budget crisis. We show that they may perform well, but in USD, non-U.S. based assets do better. When the crisis originated in Europe, European bonds performed very well both in USD and local-currency terms. When the crisis originated in Europe, Swiss and U.K. government bonds performed poorly in USD terms, but offered strong protection in local-currency terms. When the crisis originated in Russia, precious metals acted as a poor hedge. Bottom Line: It is crucial to gain an understanding of the nature of any potential crisis. Red herrings should always be faded, not hedged against, as they produce poor results in safe-haven assets. U.S. Treasurys, Swiss and Japanese government bonds have been very consistent safe-haven assets during previous periods of acute risk. Part IV: Timing Is Everything As a final step in our quantitative approach, we put our results through numerous timing exercises to test how the assets would perform in real time. Based on our Risk Asset Spectrum (Diagram 1), which summarizes our findings, one could argue that investing in times of crisis simply boils down to buying an equal-weighted basket of U.S. Treasurys, Swiss, and Japanese government bonds. Although this is technically true, such a strategy would require perfect foresight, unparalleled timing, or dumb luck - since black swan events are, by definition, very difficult to predict. Diagram 1Risk Asset Spectrum Proof Of The Ultimate Safe Haven: The first experiment we conducted was to illustrate how powerful safe havens can be when timed perfectly in a trading strategy. We started off by comparing two baskets. The first was a benchmark portfolio comprised of 60% U.S. equities and 40% U.S. bonds. The other contained the same two assets, but with 100% allocated to a basket comprised of U.S. Treasurys, Swiss, and Japanese government bonds during times of negative returns for equities. Of course, this strategy is not realistic and would be impossible to implement, since the trading rule depends on future events. But as Chart 12 shows, if one were able to predict every single period of negative returns for global equities and hold safe-haven assets instead, the trading rule would outperform almost 10-fold. Chart 12Safe Havens Work Wonders With Perfect Information... One-Month Lag Is Already Too Late: Repeating the same exercise, but with a one-month lag in the execution, produces drastically different results. More specifically, whenever the previous month's equity return is negative (t=0), the portfolio allocates 100% to a single safe-haven asset for the current month (t=1), otherwise it keeps the allocation identical to that of the benchmark. The rationale for using such a simple rule is that average investors are generally late in identifying a crisis and only react once they have validation that the market is in a correction. Chart 13 shows that being late by one month changes the performance of the safe haven basket from astronomically outperforming the benchmark to underperforming it. Chart 13... But Timing Is Everything Reaction Is Key: As a final timing exercise, we analyzed the reaction function of our assets to see how quickly they react after the correction in equities begins (Chart 14). Unsurprisingly, the top assets that we identified start appreciating as soon as the crisis hits (t=0). Gold is, on average, the quickest asset to react from investors seeking refuge. Swiss bonds come in as a close second, almost mirroring gold during the first few days of the correction. But both assets start to flatten out and even roll over after a few days. Japanese bonds react slightly later than gold and Swiss bonds, but keep increasing for a longer period of time and start plateauing around the 30th day after the crisis. U.S. Treasurys and Quality Stocks, on the other hand, remain rather flat and constant over the short term. These results attest to the importance of timing the crisis using the best safe-haven assets. Chart 14Safe Havens React Instantly Bottom Line: Timing plays a crucial part in investing in safe-haven assets, as their performance is coincident to that of equities. Investment Implications: Is Pyongyang A Red Herring Or A Black Swan? The results of our quantitative analysis are clear: hedging geopolitical risk depends on whether it is persistent or fleeting. So, is Pyongyang a red herring or a black swan? From our geopolitical analysis we make three key conclusions: The U.S. is not likely to preemptively attack North Korea; However, the U.S. has an interest in signaling that it may conduct precisely such an attack; Brinkmanship could last for a long time. Even if the risk of a U.S. attack against North Korea itself is a red herring, the crisis itself is not. In fact, between now and when a negotiated solution emerges, investors may face several new crises, which may include limited military attacks or skirmishes. While markets have faded such North Korean provocations in the past, the current context is clearly different. As such, we would suggest that investors hedge the risk with an equally-weighted basket of Swiss bonds and gold. Even though a "buy and hold" strategy with such a "Doomsday Basket" will likely underperform the market if tensions with North Korea subside, we are betting that it may take time for the U.S. and North Korea to get to the negotiating table. Marko Papic, Senior Vice President Chief Geopolitical Strategist marko@bcaresearch.com Matt Gertken, Associate Vice President Geopolitical Strategy mattg@bcaresearch.com David Boucher, Associate Vice President Quantitative Strategist davidb@bcaresearch.com 1 Please see BCA Geopolitical Strategy and Global Investment Strategy Special Report, "The Geopolitics Of Trump," dated December 6, 2016, available at gis.bcaresearch.com. We upgraded North Korea to the status of a genuine market-relevant risk in "North Korea: A Red Herring No More?" in Geopolitical Strategy Monthly Report, "Partem Mirabilis," dated April 13, 2016, available at gps.bcaresearch.com. 2 Please see BCA Geopolitical Strategy Client Note, "Trump Re-Establishes America's 'Credible Threat'," dated April 7, 2017, available at gps.bcaresearch.com. 3 Please see BCA Geopolitical Strategy Strategic Outlook, "Strategic Outlook 2017: We Are All Geopolitical Strategists Now," dated December 14, 2017 available at gps.bcaresearch.com. 4 Please see BCA Geopolitical Strategy Special Report, "Power And Politics In East Asia: Cold War 2.0," dated September 25, 2012, available at gps.bcaresearch.com. 5 Please see BCA Geopolitical Strategy Special Report, "North Korea: Beyond Satire," dated April 19, 2017, available at gps.bcaresearch.com. In particular, we argued, "the current saber-rattling is carefully orchestrated. But North Korea can no longer be consigned to the realm of satire. The very fact that the U.S. administration is adopting greater pressure tactics makes this year a heightened risk period. Investors should be especially wary of any missile tests that reveal North Korean long-range capabilities to be substantially better than is known to be the case today." Then, on May 13 and July 4, North Korea conducted its first ICBM launches; the UN Security Council agreed to a new round of even tighter economic sanctions on August 5; and the U.S. and North Korea engaged in an alarming war of words. 6 Specifically, we wrote: "Diplomacy is the only real option. And in fact it is already taking shape. The theatrics of the past few weeks mark the opening gestures. And theatrics are a crucial part of any foreign policy. The international context is looking remarkably similar to the lead-up to the new round of Iranian negotiations in 2012. The United States pounded the war drums and built up the potential for war before coordinating a large, multilateral sanctions-regime and then engaging in talks with real willingness to compromise." 7 Please see BCA Geopolitical Strategy Special Report, "Geopolitics And Safe Havens," dated November 11, 2015, available at gps.bcaresearch.com. 8 Please see BCA Foreign Exchange Strategy Weekly Report, "Fade North Korea, And Sell The Yen," dated August 11, 2017, available at fes.bcaresearch.com. 9 Please see BCA Bank Credit Analyst Special Report, "Stairway To (Safe) Haven: Investing In Times Of Crisis," dated August 25, 2016, available at bca.bcaresearch.com. 10 Forty-one assets were denominated in USD only, while G10 bonds, Credit Suisse Swiss Real Estate Fund, and European 600 real estate were used both in local-currency terms and USD, for a total of 65 assets. 11 Please see Geopolitical Strategy Special Report, "Geopolitics And Safe Havens," dated November 11, 2015, available at gps.bcaresearch.com. 12 Sile Li and Brian M. Lucey, "What precious metals act as safe havens, and when? Some U.S. evidence," Applied Economic Letters, 2013. 13 Dirk G. Bauer and Thomas K.J. McDermott, "Financial Turmoil and Safe Haven Assets," 2013. 14 Lieven Baele, Geer Bekaert, Koen Inghelbrecht and Min Wei, "Flights to Safety," National Bank of Belgium Working Paper No. 230, 2015. 15 Dirk G. Baur and Kristoffer J. Glover, "The Destruction of Safe Haven Asset?,"2012. 16 Angelo Ranaldo and Paul Soederlind, "Safe Haven Currencies," Review of Finance, Vol. 10, pp. 385-407, 2010. 18 Quality stocks are defensive equity plays with high, steady earnings with an elevated return on investments. They are estimated by Deutsche Bank's Factor Index Equity Quality Excess Return in USD. 20 Please see BCA Geopolitical Strategy Monthly Report, "Throwing The Baby (Globalization) Out With The Bath Water (Deflation)," dated July 13, 2016, available at gps.bcaresearch.com, and BCA Global Investment Strategy Weekly Report, "A Secular Bottom In Inflation," dated July 28, 2017, available at gis.bcaresearch.com. 21 Since we were interested in the immediate, often unexpected, response to the event, we did not include economic recessions in our event analysis.