Financial Markets

Special Report

Highlights After having written about the role of the U.S. yield curve in forecasting recessions, we are devoting this Special Report to addressing the widely asked question on the effectiveness of the yield curve in determining asset allocation. A naïve, rules-based approach is applied to the yield curve in each of seven countries/regions to produce a dynamic allocation signal between equities and bonds in each country/region. Despite its simplicity, we find that the dynamic portfolio systematically outperforms the 60/40 equity/bond benchmark portfolio in the U.S., Canada, euro area, Switzerland, U.K. and Australia from a long-term perspective (four years), with Japan being the outlier. Despite the dominance of the U.S. in the global economy and also in global asset markets, the equity/bond performance cycle outside the U.S. does not necessarily follow the U.S. Instead, the yield curve in each country provides a consistently better signal than just following U.S. decisions alone. Currently, signals from yield curves still favor equities over bonds. Feature U.S. yield curve inversion has been a good leading indicator for recessions in the U.S. Since the mid-1950s, every U.S. recession has been preceded with curve inversion, as shown in Chart 1. The lead time, however, varies from one month to 18 months. In addition, even though it is true that stocks underperform bonds in a recession, stocks can begin to underperform bonds long before a recession starts and can also continue to underperform long after a recession ends. For example, U.S. stocks/bonds performance ratio peaked in December 1999 and then troughed in September 2002 with a more than 50% drawdown, yet only about 6% occurred between March 2001 and November 2001 - the NBER official dates for the 2001 recession. So could information from the U.S. yield curve itself systematically add value to a stock-bond allocation decision in the U.S.? Even if it could in the U.S., could the same apply elsewhere, given that yield curves in different countries do not move in a synchronized fashion? (Chart 2) Chart 1U.S. Yield Curve Vs. Recession Chart 2Global Yield Curve Cycle In this Special Report, we use a simplified naïve, rules-based approach to attempt to demonstrate if information from yield curves in seven countries - the U.S., Japan, the U.K, Euro Area, Canada, Australia and Switzerland - can systematically add value in asset allocation decisions. Yield Curves Are An Effective Indicator For Long-Term Asset Allocation The test results are quite encouraging, despite the simplicity and need for further refinement. Except in Japan, yield curves in all six other countries provide value-add information for stock-bond allocation decisions. The solid lines in Chart 3 are the relative total return performance of the active stock/bond portfolio versus the benchmark for each country. The active portfolio is simply constructed based on a naïve rule such that a 10% underweight is given to equities and a 10% overweight is given to bonds when the yield curve reaches the lower band from above. Once the yield curve reaches the upper band from below, the allocation is reversed. The upper and lower bands are explained in our methodology section on page 5, we omit Japan from these charts because, as explained on page 9, its stock/bond ratio has not had a consistent relationship with the yield curve. The dash lines in Chart 3 are the monthly four-year rolling return differentials between the active portfolios and the benchmarks. It is encouraging to see that the four-year rolling performance in each country has suffered only very limited downside. Chart 4 is the same as Chart 3 except that the active bet is maxed out to 40% over- or underweight relative to the 60/40 equity/bond benchmark - i.e. when the signal is bullish for stocks, 100% is in stocks, and when it is bullish for bonds, the weights are 80% bonds and 20% stocks. This is a more extreme version of risk-taking, though the upside/downside trade-off is still quite impressive. This simple approach illustrates that in the long run, the yield curve is a useful indicator for equity/bond allocations. However, it does not do very well on a shorter-term time horizon. As shown in Chart 5, the one-year performance differentials are less appealing. Chart 3Backtest Base Case Chart 4Backtest Aggressive Case Chart 5Short-Term Risk Reward Less Appealing So how are the back tests conducted? The Methodology The Passive Benchmark: A 60/40 fixed-weight equity/bond benchmark is constructed for each country using the MSCI equity total return index and Bloomberg/Barclays Treasury Total Return Index, all in local currencies. The Active Allocation Rule: For each country, a range is set for its yield curve with an upper band and a lower band. The bands are set based on yield curve cycles and also their correlation with stock/bond performance cycles. When the curve reaches the upper band from below, an overweight is assigned to equities until the yield curve reaches the lower band from above, at which point the overweight then shifts to bonds. To determine how the size of the over- and underweight positions impacts the efficacy of the signal, we tested four different bet sizes - from 10% to 40% - in 10% increments, since no short selling is allowed. Objective: The active portfolio in each country is aimed to outperform its passive benchmark with a minimal four-year rolling drawdown. The same approach is applied to all seven countries. In terms of yield curve, the 3M/10 curve works better than the 2/10 curve for the U.S. because the former has better cyclicality. For all other countries, 2/10 yield curves are used. Despite the simplicity of our approach, some interesting observations are worth highlighting: U.S. And Canada: Reduce Risk When Yield Curve Inverts As shown in Chart 6, yield curve inversion in these two countries has historically been a good indication to reduce risk in equities. Bonds in general start to outperform equities after the curve is inverted and continue to do so as the yield curve steepens. However, when the curves steepens near to its cyclical high, then it's time to add risk in equities. Historically, the upper threshold for the U.S. 3M/10 is 3.4%, while for the Canadian 2/10 it is 1.8%. Currently, this indicator alone still favors equities in these two countries. Chart 6AU.S. & Canada: Curve Inversion ##br##Triggers Risk Reduction (I) Chart 6BU.S. & Canada: Curve Inversion ##br##Triggers Risk Reduction (II) Euro Area And Switzerland: Reduce Risk Before Yield Curve Approaches Inversion As shown in Chart 7, the yield curve of the euro area does not invert often, while the Swiss curve has never gone into inversion during the short period for which we have historical data. However, both curves have good cyclicality, which makes the 0.2%-1.8% range works very well for both. Chart 7AEuro Area & Swiss: Reduce Risk##br## Before Curve Inverts (I) Chart 7BEuro Area & Swiss: Reduce Risk ##br##Before Curve Inverts (II) U.K And Australia: Reduce Risk After Yield Curve Has Inverted 2/10 yield curves in both the U.K. and Australia invert more often than in other countries. However, unlike other countries, equities can continue to outperform bonds even after the curve is inverted. The turning point is about minus 50 basis points, as shown in Chart 8. The upper band for Australia is 1.25% and 0.9% for the U.K. Chart 8AU.K. & Australia: Reduce Risk ##br##After Yield Curve Has Inverted (I) Chart 8BU.K. & Australia: Reduce Risk ##br##After Yield Curve Has Inverted (II) Japan: Yield Curve Does Not Provide Consistent Information The Japanese stock/bond ratio does not have a consistent relationship with the 2/10 yield curve, as shown in Chart 9. This makes it very difficult to apply the simple approach employed here. Country Divergence U.S. economic cycles have been widely studied. But as shown in Chart 1, correctly identifying recessions in the U.S. does not systematically capture equity/bond relative performance cycles because even U.S. equities can underperform bonds before a recession starts and after a recession ends. Using the yield curve, on the other hand, does a much better job in capturing the equity/bond performance cycle in each country. Chart 10 shows that investors in different countries should pay more attention to local yield curve cycles other than just following a U.S.-centric analysis, even though the U.S. does play a dominant role in the global economy and in global equity and bond indices. Chart 9Japan Is The Outlier Chart 10Country Divergences Bottom Line: The yield curve is an effective indicator for equity/bond allocation in most developed countries from a long-run perspective. Currently, yield curve-based signals from the U.S., Canada, Euro Area, Switzerland, the U.K. and Australia all still favor equities over bonds. Xiaoli Tang, Associate Vice President xiaoliT@bcaresearch.com

Highlights Major and drawn-out financial market downturns usually occur in phases and often resemble a domino effect. There have been a number of noteworthy divergences in the EM space of late. They are probably part of a domino effect - some tiles have begun to drop, but other tiles down the chain still remain standing. The selloff in EM risk assets will broaden and intensify. A defensive positioning is warranted. India's relative equity performance has by and large been undermined by rising oil prices. A potential roll-over in crude prices will aid the Indian bourse's relative performance versus its EM peers. The South African rand remains on shaky foundation; stay short. Feature There have been a number of noteworthy divergences in financial markets of late, in particular between emerging markets (EM) and commodities, as well as between Chinese investable stocks trading outside the mainland and equity prices listed domestically. In our view, these divergences are part of a domino effect - some tiles have begun to drop, but other tiles down the chain still remain standing. In dominos, tiles do not all fall simultaneously. They fall one by one, and there is a time lag between the first domino and the last-standing domino to drop. Also, unlike in natural sciences, time lags and speed in economics and finance vary with each experiment - because they are contingent on complex human psychology and behavior, not on well defined natural phenomena such as gravity or motions of objects. Hence, they are impossible to forecast with much precision. A Message From Our Risky Versus Safe-Haven Currency Ratio Although U.S. share prices have lately been firm, EM stocks have broken below their 200-day moving average (Chart I-1, top panel). So has our risky versus safe-haven currencies ratio 1 (Chart I-1, bottom panel). Indeed, while having held up at its 200-day moving average several times in the past two years, the ratio has recently decisively broken below this technical support line. This indicator correlates extremely well with EM share prices, and its message is presently unambiguous: The rally in EM is over, and a bear market has likely commenced. Crucially, this ratio measures commodities currencies versus the average of the Japanese yen and Swiss franc - two defensive currencies - not against the U.S. dollar. Hence, it is not impacted by the greenback's trend. Given that all six risky currencies used in the numerator of this ratio - AUD, CAD, NZD, BRL, ZAR and CLP - are commodity currencies, it is not surprising that the ratio also correlates with commodities prices. In this context, it currently suggests the outlook for both industrial metals and oil is troublesome (Chart I-2). Chart I-1Beware Of These Breakdowns Chart I-2A Red Flag For Commodities Prices The common denominator that links all these financial variables is global growth. The risky versus safe-haven currencies ratio typically leads world trade cycles by several months, and it currently points to a notable slowdown in global export volumes (Chart I-3). Chart I-3Global Export Growth Is Set To Slow Further, commodities prices have exhibited a rare decoupling from the U.S. dollar. It is very unlikely that this divergence can be sustained for much longer. Our bias is that global trade will slow as China/EM demand weakens despite robust U.S. growth. Growth dynamics shifting in favor of the U.S. entails that the greenback will continue to appreciate. Consistently, EM/China growth disappointments and U.S. dollar's persisting strength suggest that commodities will reverse their current trend sooner rather than later. A relapse in commodities prices will reinforce EM currency depreciation, triggering more outflows from EM equities and fixed-income markets. Decoupling Or A Time Lag? Chart I-4Domino Effect In 2007-08 Major and drawn-out financial market downturns usually occur in phases and often resemble a domino effect. The EM crises in 1997-98 did not occur simultaneously across all EM countries. It began in July 1997 with Thailand, then it spread to Korea, Malaysia and Indonesia and finally, to the rest of Asia. In August 1998, Russian financial markets collapsed triggering the LTCM debacle. The last leg of this crisis appeared in Brazil and culminated in the real's devaluation in January 1999. Similarly, the U.S. financial/credit crisis commenced with the selloff in sub-prime securities in March 2007. Following that, corporate spreads began widening and bank share prices rolled over in June 2007. In the meantime, the S&P 500 and EM stocks peaked on October 9 and 29, 2007, respectively. Despite all of these developments, commodities prices and EM currencies continued rallying until summer of 2008 and then quickly collapsed in the second half of that year (Chart I-4). Finally the Lehman crash took place on September 29 of 2008. That marked the apogee of the crisis, causing a complete unravelling of financial markets and the global economy, and lasting until March of 2009. It seems some sort of domino effect is now taking hold of the EM universe. Initially, it started with Turkey and Argentina. Then, it spread to Indonesia, India and Brazil. The currency weakness across the wider EM universe has already led to EM credit spread widening. Yet, there are a few EM financial markets, particularly Chinese, Korean and Taiwanese, that are still holding up relatively well. Moreover, U.S. share prices and high-yield credit spreads have done quite well too. How should investors interpret these divergences? Our view has been, and remains, that EM risk assets will do poorly regardless of the direction of the S&P 500. In fact, an escalation in EM turmoil and a slowdown in developing economies are among the main risks to American share prices themselves. The primary link from EM financial markets to the S&P 500 is via the exchange rate - a strong dollar along with an EM/China growth slump will weigh on American multinationals' profits. The following three questions are presently vital for investors: 1. Can EM and U.S. risk assets de-couple from each other, and has a sustainable divergence happened in the past? Although short-term moves in U.S. and EM equity indexes often appear correlated, from a big-picture perspective there have been considerable divergences. The overall EM stock index is now at the same level it was in 2007 (Chart I-5). Meanwhile, the S&P 500 index is a hair below its all-time high. Chart I-5EM Share Prices And The S&P 500: A Long-Term Perspective The same is true for many EM currencies and the S&P 500. A substantial decoupling did occur in the not-so-distant past: EM currencies depreciated from 2011 to early 2016, while U.S. share prices rallied strongly from late 2011 until 2015 (Chart I-6). With respect to U.S. credit spreads, Chart I-7 illustrates that EM and U.S. credit spreads have had a much higher correlation than their respective equity indexes. During the 1997-'98 EM crises and the 2014 -'15 EM turmoil, U.S. high-yield corporate spreads widened. In brief, there has historically been little decoupling between U.S. and EM credit markets. Hence, the U.S. high-yield credit market's latest resilience in the face of widening in EM credit spreads is historically exceptional. Chart I-6EM Currencies And The S&P 500 Chart I-7EM Sovereign And U.S. Corporate Credit Spreads: A Long-Term Perspective As EM currencies continue to depreciate versus the U.S. dollar, EM sovereign and corporate credit spreads will widen. Given their past high correlation with U.S. credit markets, odds point to widening corporate credit spreads in the U.S. On the whole, if EM risk assets continue to sell off, which is our baseline scenario, the S&P 500 and U.S. credit markets could defy gravity for a while, but not forever. At some point, risks stemming from EM turbulence will cause a selloff in American stocks and corporate bonds. It is impossible to know when and by how much U.S. stocks will suffer. Our bias is that a U.S. equity selloff will likely be on par with the 2015-'16 episode. 2. Can North Asian equity markets such as China, Korea and Taiwan remain relatively resilient if the turbulence in other EM countries continues? Based on history, they can, but only for a short period of time. There have been a few episodes when emerging Asian and Latin American stocks de-coupled: In 1997-'98, the home-grown Asian crisis devastated regional markets, but Latin American stocks continued to rally until mid-1998 - at which point they began plummeting (Chart I-8, top panel). In 2007-'08, emerging Asian equities started tumbling along with the S&P 500 in late 2007, but Latin American bourses fared well until the middle of 2008 due to surging commodities prices (Chart I-8, middle panel). Finally, the bottom panel of Chart I-8 illustrates that in early 2015, Asian stocks performed well, supported by the inflating Chinese equity bubble. Meanwhile, Latin American stocks plunged. In all of these episodes, the de-coupling between Asia and Latin America proved to be unsustainable, and the markets that showed initial resilience eventually re-coupled to the downside. Regarding Asia's business cycle conditions, the slowdown is already taking place and will likely intensify. Leading indicators of exports and manufacturing such as Korea's manufacturing shipments-to-inventory ratio and Taiwan's semiconductor shipments-to-inventory ratio herald further deceleration in their respective export sectors (Chart I-9). Chart I-8Asian And Latin American Equities: ##br##Unsustainable Divergences Chart I-9Asia's Export Slowdown Is In Making 3. Is there any other notable financial market decoupling that investors should be aware of? Chart I-10China: A Decoupling In Various Equity Segments Since early this year, there has been substantial decoupling between Chinese investable stocks and the onshore A-share market. First, the overall A-share index has dropped since early this year, but the MSCI Investable Chinese stock index has so far been resilient (Chart I-10). Second, while it might be tempting to explain this decoupling by discrepancies in the sectors' weights in these indexes, this has not been the case this time around. The fact remains that there has been considerable divergence between share prices of the same sectors. For example, onshore and offshore equity prices have diverged for the following sectors: real estate stocks, materials, industrials, technology, utilities and consumer discretionary (Chart I-11A and Chart I-11B). Only defensive sectors such as consumer staples and health care have done well in both universes. Share prices of financials and telecoms have dropped in both the onshore and offshore markets. Chart I-11AChinese Equity Sectors: Puzzling Decoupling Chart I-11BChinese Equity Sectors: Puzzling Decoupling Finally, a similar performance gap has appeared between Chinese small cap stocks trading onshore and in Hong Kong (Chart I-12). Chart I-12China's Small-Cap Stocks: A Perplexing Gap How do we explain these divergences? Our bias is that local investors in China are much more concerned about the mainland growth outlook than foreign investors. This is the opposite of what occurred in 2015. Back then, international investors were somewhat cautious on China - commodities prices and other China-related global financial market plays were in a bear market. Meanwhile, local investors were caught up in a full-fledged equity mania that ended with a crash. Given our downbeat outlook on China's capital spending and related plays in financial markets, we reckon that domestic investors in China will be proven right in the months ahead, while the international investment community will be left flat-footed. Importantly, there has been an unexplainable mismatch between monetary/credit tightening in China and complacency among international investors about the outlook for the mainland economy. Specifically, the cost of borrowing has gone up, and credit standards have tightened. Chart I-13 illustrates that both onshore and offshore corporate bond yields have risen to new cycle highs, Chinese banks' lending rates are rising, while banks' loan approvals are dropping. Consistently, money and credit growth have plunged. Importantly, this is occurring in an economy with immense credit excesses. Nevertheless, commodities prices have so far defied such a pronounced deceleration in money and credit aggregates in China (Chart I-14). Chart I-13China: Ongoing Credit Tightening Chart I-14China's Money/Credit And Commodities Prices All in all, we interpret these divergences by varying lead and lags rather than as a fundamental breakdown in the relationship between money/credit and the real economy. We continue to expect tightening liquidity and credit to escalate the growth slowdown in China. As a result, there continues to be considerable downside risks for Chinese investable stocks and commodities prices. Bottom Line: The dominos have begun to fall. We continue to recommend a defensive strategy and an underweight position in EM equities, credit and currencies versus their U.S./DM peers. High-yield local currency bonds that are a de-facto bet on the underlying currencies are vulnerable too. For investors willing to go short, it is not too late to short EM stocks and currencies. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com 1 Average of cad, aud, nzd, brl, clp & zar total return (including carry) indices relative to average of jpy & chf total returns. India's Equity Underperformance: Blame It On Oil Indian stocks have been underperforming their EM counterparts. Rising oil prices have created a toxic macro mix for India, triggering the equity underperformance (Chart II-1): Rising crude prices have led to widening current account and trade deficits. Oil price swings are often instrumental to trends in India's current account balance (Chart II-2). The deterioration in the nation's external accounts has been behind the rupee's poor performance. Chart II-1Higher Crude Oil Prices Hurt Indian Stocks Chart II-2Crude Oil And Current Account Deficit Given that India is a major oil importer, falling commodities prices - especially crude oil - will benefit India's stock market. The recent surge in oil prices has also reinforced inflation dynamics in India (Chart II-3). Chart II-3Higher Crude Oil Boosts Inflation The basis for the high correlation between core consumer price inflation (excluding energy and food) and oil prices is due to the fact that core inflation includes components that are heavily influenced by fluctuations in oil prices. For instance, the transportation and communication component of inflation is very sensitive to changes in oil prices. This component accounts for 18% of core consumer price index. Further, the personal care and effects component also correlates with crude oil. Personal care goods use petroleum products as an important input in their production process. This component accounts for 8% of core consumer price index. Together these components account for a non-trivial 26% of core consumer price index, and will likely subside as oil prices fall. On the inflation front, we highlighted in our April 19 Weekly Report that risks to inflation are tilted to the upside due to strong consumer and government spending in an otherwise under-invested economy.1 Domestic demand has been accelerating, providing tailwinds for higher inflation (Chart II-4). Higher inflation and currency weakness has led to a considerable rise in both government and corporates local currency bond yields (Chart II-5). Chart II-4Domestic Economy Is Strong Chart II-5Rising Borrowing Rates Given the very high equity valuations, share prices in India are especially sensitive to rising local borrowing costs. All in all, India's relative equity performance has by and large been undermined by rising oil prices. BCA's Emerging Markets Strategy team believes the risk-reward for oil prices is skewed to the downside due to the expected deterioration in EM/China oil demand, investors' extremely high net long positions in crude and appreciating dollar.2 That is why we are still reluctant to downgrade Indian stocks within the EM equity universe. It is vital to emphasize, however, that our overweight call is relevant to dedicated EM equity portfolios. We have been, and remain, negative on Indian share prices in absolute U.S. dollar terms. Bottom Line: Odds are that commodities prices will drop meaningfully in the months ahead and that will support India's relative equity performance versus the EM benchmark. EM dedicated investors should keep an overweight stance on Indian equities for now. Ayman Kawtharani, Associate Editor ayman@bcaresearch.com 1 Please see Emerging Markets Strategy Weekly Report "Country Perspectives: India And Turkey," dated April 19, 2018, link available on page 21. 2 The Emerging Markets Strategy team's view on oil differs from BCA's house view which remains bullish. The South African Rand Remains On Shaky Foundations Although the rand has not been among the worse hit EM currencies, investors should remain cautious on it. The currency presently finds itself resting on very shaky foundations, raising odds of substantial depreciation for the remainder of the year: First, South Africa's external funding has solely been driven by portfolio inflows, leaving the exchange rate highly exposed to potential portfolio outflows. As illustrated in Chart III-1, net portfolio inflows reached all-time highs while net FDIs reached all-time lows at the end of 2017 (the latest available statistics). Meanwhile, foreign ownership of domestic bonds has reached new highs (Chart III-2). The total return in dollar terms on South Africa's local currency bond index1 has failed to break above its previous highs and has relapsed (Chart III-3). It seems this asset class has entered a new bear market. Further decline in the total return of bonds will spur more selling or hedging of currency risks by international bond investors. Chart III-1South Africa: Highly Exposed To Portfolio Flows Chart III-2Foreign Holdings Of South African Local Bonds Is Elevated Chart III-3South African Bonds Were Unable To Break Out Second, the country's trade balance is set to deteriorate. Despite continued episodes of currency weakness throughout last decade, there has been little to no import substitution in South Africa. Consequently, a reviving domestic demand will prompt higher imports. That, and a potential relapse in export (raw materials) prices, will lead to a widening trade balance. Chart III-4The Rand Is Not Cheap Finally, the rand is not cheap; its valuation is neutral (Chart III-4). When an exchange rate is close to its fair value, it can either appreciate or depreciate. In short, the rand's valuation is not extreme enough to be a major factor in driving the market right now. Bottom Line: Currency traders should stay short the ZAR versus both the USD and the MXN. Relative trade balance dynamics and valuations continue to play in favor of the Mexican peso relative to the South African rand. Predicated by our negative view on the rand, we recommend EM dedicated equity and fixed-income investors to maintain an underweight allocation to South Africa. Stephan Gabillard, Senior Analyst stephang@bcaresearch.com 1 JP Morgan GBI-EM Global Diversified Emerging Markets Government Bond Index for South Africa. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights In line with our House view, we expect the broad USD trade-weighted index (TWIB) to continue to appreciate over the next six to 12 months, as U.S. growth outpaces that of other DMs, and the Fed's pace of rate hikes outpaces that of other systemically important central banks. Ordinarily, this would be bad news for the overall commodities complex. However, most commodity prices disconnected from the U.S. dollar in 2015 - 16. This disconnect produced a not-often-seen positive correlation between commodities and the USD, which remained in place into 2017. Fundamentals are keeping oil and base metals correlations weaker vs. the USD. Precious metals and ags are most vulnerable to a stronger USD. Highlights Energy: Overweight. Cracks in Nigeria's Bonny pipeline system will further delay loadings already curtailed by a force majeure declaration, according to local sources. Elsewhere, the Kingdom of Saudi Arabia (KSA) apparently boosted production ahead of the regularly scheduled OPEC meeting in Vienna on June 22, as mounting losses in Venezuela and U.S. sanctions against Iran loom.1 KSA and Russia are pushing for higher production from OPEC 2.0 ahead of the Vienna meeting. Base Metals: Neutral. Although union negotiators took a conciliatory tone in discussions, contract terms between it and BHP Billiton in Chile's Escondida mine still have not been resolved. Among other things, the union proposed a salary increase of 5% and a $34,000 one-off bonus for workers.2 Precious Metals: Neutral. Gold prices held close to $1,300/oz going into this week FOMC meeting. Ags/Softs: Underweight: The USDA revised down its ending-stocks estimates for corn and soybeans for the 2017/18 and the 2018/19 crop years in its latest WASDE, which was released earlier this week. Feature Chart of the WeekUSD TWIB Vs. Chief Commodity Indices Broadly speaking, commodity prices are negatively correlated with the USD TWIB. The principal indices we follow - the CRB, Bloomberg and S&P GSCI index - all are cointegrated with the USD, i.e., they share a long-term trend, wherein commodity prices rise as the USD falls, and vice versa (Chart of the Week). Ordinarily, we would expect the near-term appreciation of the U.S. dollar to weigh on broad commodity indices' performance. These are not ordinary times. Surprisingly, what holds for these aggregate indices does not hold for individual commodity groups within the indices. We've ranked each commodity by industry group, and found that over the long term - and this is critical - oil and base metals are most sensitive to changes in the USD TWIB, while precious metals and ags are less sensitive. A 1% change in the U.S. dollar index leads to a change in the energy sub-index of the CRB of almost 5%, while a 1% change in the TWIB leads to a change of just under 4% for the base metals sub-index of the CRB. For the precious metals sub-index of the CRB, we would expect to see prices change by just under 3% for every 1% change in the dollar index, while for the ags sub-index of the CRB, broadly speaking, we could expect a change of just under 2.5%.3 USD's Complicated Relationship With Commodities To understand what's driving the broad indices and their component sub-indexes, we ran Granger-causality tests to get a better picture of what's driving what.4 On average, the U.S. dollar drives the broad indices, from a Granger-causality perspective. However, it does not drive the individual commodity sub-indexes in the same manner (Table 1). Table 1USD Vs. Commodities: What's Driving What? We found an interesting relationship between copper and oil: Copper's relationship with oil is stronger than its relationship with the USD - likely because both commodities respond to the same demand factors (e.g., global industrial growth), and that mining and refining copper are energy-intensive processes. We still see a long-term underlying common relationship with the U.S. dollar, but copper is more strongly tied to oil. Bottom Line: We ranked the four main commodity groups with respect to their historical sensitivity to the USD using two distinct metrics. Over the long haul, we found the order from most to least sensitive is (1) Energy, (2) Base Metals, (3) Precious Metals, (4) Ags. USD And Commodities Out Of Whack While most commodity indices exhibit strong and stable negative correlations with the U.S. dollar, many of these relationships were pushed out of their long-term equilibria in 2016, and, importantly, have remained out of whack for an unusually long period (Chart 2).5 In fact, we found most individual commodities and commodity groups haven't converged back to their long-term equilibrium correlation levels with the USD TWIB, and their respective divergences are once again moving higher (Chart 3). Chart 2CRB Sub-Indices Out Of Whack With USD Chart 3Short-Term Correlations Remain In Disequilibrium As we've shown in previous research, commodity prices can remain in disequilibrium with the dollar when important fundamental (supply - demand) shocks dominate price formation.6 Table 2 shows which commodity groups are most out-of-equilibrium since 2016 relative to their long-term historical correlation. Energy, especially oil, and base metals groups are at the top of this list. Despite the fact that both of these groups are the most sensitive to the USD, based on our long-term analysis discussed above, the fact that they remain in disequilibria with the USD suggests the increase in the U.S. dollar we expect over the next 6 months will have a limited impact on these commodities. This leaves ags and, notably, precious metals, most vulnerable to the USD appreciation foreseen in our House view. Table 3 shows how the sensitivities of the different commodity groups vs. the USD TWIB have changed from 2015 to now versus the 2000 to 2015 period preceding it.7 Moreover, we see that in the shorter period between 2015 and now, the base metals and oil sensitivities (in red) are not significant. Economically, this means prices have disconnected from the USD during this period, owing to the overwhelming influence of supply-demand fundamentals on the price-formation process. Table 2Rank Of Rolling Correlation Divergences##BR##In 6-Month Vs. 5-Year Rolling Correlations Table 3Fundamentals Overwhelm##BR##USD's Influence Since 2015 The most plausible explanation for this is base metals and oil markets experienced fundamental shocks over the period - especially since 2016, e.g. OPEC launching a market-share war in 2014 and surging production, followed by the OPEC 2.0 production cuts still in force in the market. In theory, and absent important fundamental (supply-demand) shocks in base metals and energy markets (e.g., a strike at major copper mines or an unexpected outcome at the OPEC 2.0 meeting next week), these correlations should converge back to the long-term equilibrium. However, the speed of convergence is unknown. As long as we observe a disequilibrium in the short-term correlations, we can assume that the disequilibrium will be maintained over the short term. The short-term correlation movements show most of the commodity groups were converging toward equilibrium in recent months, but have since reversed course, particularly oil (Chart 4 and Table 2). Chart 4Short- Vs. Long-Term Correlations Divergence We believe the historic correlation levels between base metals and oil prices and the USD TWIB gradually will be restored. However, a number of factors will have to be monitored in order to determine the timing and the level around which the correlations will stabilize - i.e., close to the 2008 - 2013 levels or to those of the 2000 - 2007 period (Chart 5). We found that the EM/DM business cycle - i.e., the relative performance of EM to DM economies - as well as the shape of the oil forward curve generally can act as mediating factors in restoring the correlations of the USD TWIB and commodity prices.8 The stronger EM economies are relative to DM economies, or the more in contango the oil forward curve is, the more negative the correlations between commodities, especially oil and base metals, and the USD TWIB. Obviously, should the opposite occur, we would expect the weaker correlations to persist, although this might not constitute a complete disequilibrium. The mediating factors we mentioned can diminish or enhance the USD - Commodity correlations, but that does not mean they completely break them down. Chart 5Oil Vs. USD TWIB Correlation Remains Out Of Whack Bottom Line: Commodity prices disconnected from the U.S. dollar in 2015 - 16, which led to a rare environment in which the correlations between the USD TWIB and commodities became positive. Surprisingly, this disconnect remained in place for an extended period, which led us to revise our USD-elasticity ranking of commodity groups. As long as the fundamental shocks in the energy and base metals groups continue to dominate price formation in these markets, precious metals and ags will remain the most vulnerable groups to U.S. dollar appreciation. Hugo Bélanger, Senior Analyst Commodity & Energy Strategy HugoB@bcaresearch.com Robert P. Ryan, Senior Vice President Commodity & Energy Strategy rryan@bcaresearch.com 1 Please see "More delays to Nigerian Bonny Light as crude pipeline closes," published by Naija247 in Nigeria on June 11, 2018, and "Saudis Start to Ramp Up Oil Output, Ahead of OPEC Meeting," published by The Wall Street Journal, June 8, 2018. See also BCA Research's Commodity & Energy Strategy Weekly Report, "OPEC 2.0 Guiding to Higher Output; Volatility Set To Rise ... Again," published on March 31, 2018. Available at ces.bcaresearch.com. OPEC 2.0 is the name we coined for the oil-producer coalition led by The Kingdom of Saudi Arabia (KSA) and Russia. 2 Please see "Escondida Union to Copper Investors: Bet on Quick Wage Deal," published by bloomberg.com, June 7, 2018, and "BHP responds to contract proposal from union at Chile's Escondida mine," published by uk.reuters.com on 11 June 2018. 3 These elasticities are the average coefficients for each commodity group we calculated using two different cointegrating regressions - Dynamic Ordinary Least Square and Panel - covering Jan 2000 to now. 4 Granger-causality measures the extent to which changes in one variable cause (or allow one to predict) changes in another variable. This is based on the work of the 2003 Nobel laureate, Clive Granger, who began publishing on this in 1969. Please see "Investigating Causal Relations by Econometric Models and Cross-spectral Methods," Econometrica, Vol. 37, No. 3 (Aug., 1969), pp. 424-438. 5 We make sure the correlations we estimate use cointegrated random variables, which means the empirical results we get provide consistent estimates of actual population correlations. Please see Johansen, Soren (2007), "Correlation, regression, and cointegration of nonstationary economic time series," published by the Center for Research in Econometric Analysis of Time Series at the Aarhus School of Business, University of Aarhus. 6 Please see BCA Research Commodity & Energy Strategy Weekly Report titled "OPEC 2.0 Vs. The Fed," dated February 08, 2018, available at ces.bcaresearch.com. 7 These sensitivities are coefficients in cointegrating regressions, which, given the construction of the regressions, are elasticities. 8 Using threshold regressions, we found the USD impact on BM and energy prices is, on average, weaker when DM stock prices outperform that of EM and when the oil forward curve is backwardated. These two variables act as mediators to the USD-Commodity relationship, and can be used to project the strength of the relationship. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2018 Summary of Trades Closed in 2017

Highlights The following four investment themes are likely to play out over the next couple of years: The yield shortfall on German long-dated bunds versus the equivalent U.S. T-bonds and U.K. gilts will narrow, one way or the other. The 10% undervaluation of the trade-weighted euro - as assessed by the ECB itself - will eventually correct. As the euro area's structural over-competitiveness gradually adjusts, euro area sectors that are domestically-oriented, like travel and leisure, will structurally outperform those that are export-oriented, like autos. Swedish real estate and Swedish real estate equities, which are both very richly valued, will underperform. Feature What connects last Sunday's dysfunctional G7 Summit with this week's ECB policy meeting? The answer is the euro area's €450 billion export surplus. Specifically, the €300 billion export surplus in Germany which equals 8% of its GDP - an export surplus that is squarely in President Trump's cross-hairs (Chart of the Week). Chart of the WeekECB Policy Has Driven Up Germany's Export Surplus The interesting thing is that the euro area hasn't always run an export surplus. Before 2012, the euro area's trade with the rest of the world was more or less in balance. Even Germany's export surplus was half of its current size. To put it in Trumpian terms, fewer Mercedes were "rolling down New York's Fifth Avenue." What caused the imbalance to surge in recent years? Was it punitive tariffs or restrictive trade practices in Germany? No, the answer is much simpler than that. ECB Policy Has Driven Up Germany's Export Surplus The export surplus in the euro area and in Germany is just a mirror-image of the euro exchange rate (Chart I-2). As the euro became undervalued, it made euro area exports more competitive and foreign imports into the euro area less competitive. This assessment of euro area over-competitiveness comes straight from the horse's mouth. The ECB's own indicators show that the euro area remains over-competitive by around 10%, meaning the euro is still undervalued by about 10%.1 In turn, the euro's substantial undervaluation is a near perfect function of the yield shortfall on German long-dated bunds versus the equivalent U.S. T-bonds and U.K. gilts (Chart I-3). It follows that the ultimate cause of the euro area's glaring imbalance is ECB policy itself - specifically, the extreme experiment with bond buying and negative interest rates. Chart I-2ECB Policy Has Driven Up The ##br##Euro Area's Export Surplus Chart I-3The ECB's Expansive Monetary Policy Is ##br##Responsible For The Euro's Undervaluation As Germany's former Finance Minister, Wolfgang Schäuble, explained: "When ECB chief Mario Draghi embarked on the expansive monetary policy, I told him he would drive up Germany's export surplus... I promised then not to publicly criticise this policy. But then I don't want to be criticised for the consequences of this policy." The ECB counters that it targets neither the euro exchange rate nor the trade balance; it sets policy to achieve its mandate for price stability. It argues that it is further from its mandate for price stability compared with the Federal Reserve because, ostensibly, the euro area is at a different point in the economic cycle compared with the U.S. This requires the ECB to set an ultra-accommodative policy compared with other central banks. The undervalued euro and trade surplus are the unavoidable spill-overs of this relative monetary policy. ECB Spill-Overs Felt Far And Wide However, one important reason that euro area inflation is underperforming U.S. inflation has nothing to do with the economic cycle. Rather, it is because the official measures of inflation in the euro area and the U.S. are defined differently (Chart I-4 and Chart I-5). The euro area's Harmonized Index of Consumer Prices (HICP) omits the consumption costs of owner-occupied housing, whereas the U.S. consumer price basket includes them at a very substantial 25% weight. Homeowners will testify that the cost of maintaining their homes constitutes one of their largest expenses, and that these costs tend to rise faster than other prices. Using the U.S. as a guide, we estimate that a euro area inflation measure that correctly included home maintenance costs would be running higher than HICP inflation by an average of 0.5 percentage points a year (Chart I-6). Chart I-4Euro Area Inflation##br## Is Underperforming... Chart I-5...Because Euro Area Inflation Omits ##br##Owner-Occupied Housing Costs Chart I-6Including Owner-Occupied Housing ##br##Costs Adds 0.5% To Inflation Just because the statisticians do not measure owner-occupied housing costs in the euro area HICP, it doesn't mean that homeowners do not feel these costs. In Germany, measured inflation is now running at 2.3%, so the true inflation that households feel is running closer to 3%. Meanwhile, interest rates on savings accounts are stuck near zero, which means that German savers are seeing the real value of their savings erode by 3% every year. As Der Spiegel magazine put it to ECB Chief Economist, Peter Praet: "Can you understand why so many Germans regard the ECB as the greatest threat to their personal wealth?" Spill-overs from the ECB's ultra-accommodative policy have also been felt across the Baltic Sea. The Riksbank and the Norges Bank have had to shadow the ECB to prevent a sharp appreciation of their currencies versus the euro. The trouble is that ultra-low and negative interest rates have been absurdly inappropriate for the booming Scandinavian economies. So ECB policy may have generated spill-over housing bubbles in Sweden and Norway (Chart I-7 and Chart I-8). Chart I-7ECB Spill-Overs Felt In Scandinavia Chart I-8Scandinavian Real Estate Appears Richly Valued Hence, a seemingly innocuous 'definitional' difference between the consumer price baskets in the euro area vis-à-vis the U.S. explains: the bulk of the shortfall in euro area inflation; the ECB's justification for ultra-accommodation; the undervalued euro; the euro area's €450 billion trade surplus; deeply negative real interest rates in Germany; and putative housing bubbles in Sweden and Norway. The main argument we hear in the ECB's defence is that the central bank is at the mercy of its treaty. If the treaty demands ultra-accommodation then the ECB must deliver it. But this argument is wrong. The ECB treaty only asks that the central bank delivers "price stability", leaving the ECB with substantial flexibility in how it precisely defines price stability. With this in mind, the ECB - and other central banks - should use this definitional flexibility to minimize differences with other central banks. Because in a world of integrated capital markets, the spill-overs from seemingly innocuous definitional differences are felt far and wide, resulting in political backlashes and economic imbalances. Imbalances Must Correct In The Long Run Ultimately though, economic imbalances must correct, and the corrective mechanism is economic, financial, or political feedback loops, or some combination of these. On this basis, we reiterate four investment themes that are likely to play out over the next couple of years: The yield shortfall on German long-dated bunds versus the equivalent U.S. T-bonds and U.K. gilts will narrow, one way or the other. The 10% undervaluation of the trade-weighted euro - as assessed by the ECB itself - will eventually correct. As the euro area's structural over-competitiveness gradually adjusts, euro area sectors that are domestically-oriented, like travel and leisure, will structurally outperform those that are export-oriented, like autos (Chart I-9). Chart I-9As The Euro's Undervaluation Corrects, It Will Help Euro Area Domestics And Hurt Exporters Swedish real estate and Swedish real estate equities, which are both very richly valued, will underperform. Dhaval Joshi, Senior Vice President Chief European Investment Strategist dhaval@bcaresearch.com 1 Please see https://www.ecb.europa.eu/stats/balance_of_payments_and_external/hci/html/index.en.html The ECB uses three metrics to assess the euro area's competitiveness versus its major trading partners: GDP deflators, CPIs, and unit labour costs. The average of the three metrics suggests that the euro is undervalued by around 10%.The assessment of euro undervaluation assumes that the major euro area economies entered the monetary union at a broadly correct level of competitiveness against each other and against their other major trading partners. This assumption seems valid, given that the net external position of these economies were all in equilibrium at the onset of monetary union. Fractal Trading Model We are pleased to report that our long SEK/GBP currency position hit its profit target of 3% and is now closed. This week we note that the relative performance of two classically cyclical sectors, oil and gas versus financials, is technically stretched and at a 65-day fractal dimension which has accurately predicted the last two major reversals. Hence, our recommended trade is short euro area oil and gas versus euro area financials. Set a profit target of 6% with a symmetric stop-loss. For any investment, excessive trend following and groupthink can reach a natural point of instability, at which point the established trend is highly likely to break down with or without an external catalyst. An early warning sign is the investment's fractal dimension approaching its natural lower bound. Encouragingly, this trigger has consistently identified countertrend moves of various magnitudes across all asset classes. Chart I-10 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 China's ongoing industrial sector slowdown will not likely lead to a global growth shock, but investors should recognize that China's relative stability is supported by strong global demand. A negative surprise to export growth could materially shift global investor sentiment about the trajectory of China's economy, which would bode poorly for Chinese ex-tech stocks versus their global peers. Stay overweight for now, but with a short leash. The recent inclusion of Chinese A-shares in the MSCI Emerging Markets index may lead to heightened investor attention over the coming months, but we still recommend a neutral allocation. Within the domestic market, a factor approach suggests that financials are a good bet, and that real estate stocks have great potential as a contrarian trade if housing sales begin to durably trend higher. Index inclusion may also be a factor leading to increased global investor attention towards China's bond market over the coming two years. The comparatively high-yield and short duration of China's corporate bond market makes for an attractive investment opportunity, despite recent concerns about defaults. Stay long/overweight over the coming 6-12 months. Feature We have presented the following views about China's economy and its financial markets over the past several months: China's industrial sector is slowing, and is set to slow further based on our proprietary leading indicators for the Li Keqiang index. This will cause a further deceleration in Chinese nominal import growth and suggests that Chinese ex-tech earnings per share growth will soon peak. Residential investment has potential to provide a tailwind to domestic growth if home sales sustainably pick up, but there are no firm signs that this is occurring. Robust export growth will help China's economy from slowing sharply, but there are several risks to the external demand outlook that need to be monitored. Given the poor growth momentum in the industrial sector, fiscal or monetary stimulus will likely be required if China suffers a sudden export shock. China's consumer-oriented tech sector ostensibly stands out as a shelter from an old economy slowdown, but it is extremely expensive, earnings momentum is very stretched, and it may be adversely impacted by the U.S.' section 301 investigation. We have recommended avoiding exposure since mid-February. China's ex-tech equity market is comparatively cheap, high-beta vs the global benchmark, and technically robust. While the risks to the economic outlook are clear, investors should continue to overweight Chinese ex-tech stocks vs their global peers. For global investors who are perennially concerned that a slowdown in China's economy will culminate in a significant shock to the global economy, Chart 1 provides a helpful visual representation of our view. The chart depicts two scenarios: first, the ongoing industrial sector slowdown in China results in an outright subtraction from global growth momentum via a contraction in imports, despite positive growth impulses from the U.S. and euro area. In our view, Chinese import growth is likely to remain positive, but will largely be driven by strong demand in the developed world (scenario 2). Chart 1Two Different Scenarios Concerning China's Contribution To The Global Economy Chart 1 highlights that our view is more positive for the global economy than one might otherwise think, but it is important for investors to understand the nature of China's relative stability in the event that export growth surprises to the downside over the coming months. In fact, Chart 2 highlights that the most salient data development over the past two weeks has been a fairly significant deceleration in smoothed nominal export growth, which is our preferred method of analyzing Chinese trade data. Despite the relative stability of China's PMIs over the past few months, a 3-month moving average of US$ exports decelerated from 17.5% to 7% in May, or from 10% to -1% in RMB-terms. Sequentially, Chinese export growth improved in May (vs April's reading) in both US$ and RMB-terms, and both beat market expectations. As a result, we are sticking with the second scenario depicted in Chart 1 as the more likely of the two for the coming 6-12 months. However, the reliance on strong external demand to prop up China's import growth is somewhat of a "shaky ladder" for global investors to climb, given the clear risks from U.S. protectionist action, the headwinds to Chinese export competitiveness from a strong currency (or, alternatively, the punishing impact of translation effects on exporter revenue), and the potential for robust export growth to embolden Chinese policymakers to push forward with even more aggressive reforms over the coming year. Still, Chart 3 highlights that many investors are perfectly willing to climb this ladder, shaky or otherwise. The chart shows that the relative performance of Chinese ex-tech stocks versus their global peers remains firmly within the ascending trend channel that has been in place since early-2017, despite the ongoing slowdown in the industrial sector. As we noted in our May 30 report,1 this message is consistent with the view that any recent negative relative performance of Chinese ex-tech stocks has been in response to global rather than idiosyncratic, China-specific risk. Chart 2A Nontrivial Slowdown In Chinese Export Growth Chart 3Investors Are Fine Climbing A Shaky Ladder We remain nervous bulls concerning Chinese ex-tech stocks, and continue to recommend an overweight stance. But our reading of China's macro dynamics suggests that investors should not be dogmatic about their equity allocation to China, and should be prepared to cut exposure in response to a material shift in sentiment towards the Chinese economy. As a final point, while we have clearly presented our framework over the past several months for thinking about and analyzing China, investors attending BCA's Annual Investment Conference in September will get an opportunity to hear additional perspectives about the cyclical trajectory of its economy. Leland R. Miller, CEO of the China Beige Book, will be presenting his thoughts on the outlook for Chinese growth and risk assets. Based on his firm's unique insights into China's economic and financial market developments, Mr. Miller's panel will certainly be among those not to miss. Bottom Line: China's ongoing industrial sector slowdown will not likely lead to a shock to global demand, but investors should recognize that China's relative stability is supported by strong global demand. A negative surprise to export growth could materially shift global investor sentiment about the trajectory of China's economy, which would bode poorly for Chinese ex-tech stocks versus their global peers. Stay overweight for now, but with a short leash. A-Shares: EM Inclusion, Factor Analysis, And A Contrarian Shadow Trade The beginning of June marked a milestone for Chinese equities, as MSCI added over 226 large-cap A-shares to their Emerging Markets index. Box 1 provides some brief details about the inclusion, and also notes how it affects several of the trades in our trade book. Chart A1A-Share Inclusion Added 10% Market Cap ##br##To The MSCI China Index Box 1 The Inclusion Of Chinese A-Shares In The MSCI Emerging Markets Index On May 31 2018, 226 China large-cap RMB-denominated A-shares were included in the MSCI Emerging Markets Index. The change represented a 1.4% increase in the market capitalization of the MSCI Emerging Markets index, and 10% increase in the MSCI China Index (Chart A1). We have often referred to the MSCI China Index as the "investable" index in previous reports and in our trade table, but this index now includes some domestic stocks as a result of the recent inclusion. We plan to continue to use the MSCI China Index (or its ex-tech equivalent) as the main outlet for our investment recommendations, which means that the benchmark for five of our trades will be re-labeled in our trade table (from China investable to MSCI China Index). One exception is our trade favoring the MSCI China ESG Leaders Index, as MSCI has yet to publish an ESG rating index for Chinese domestic stocks. We last wrote about the outlook for A-shares in our March 14 Weekly Report,2 and noted that the significant underperformance of A-shares relative to global stocks over the past few years was due to the legacy effects of an enormous, policy-driven speculative bubble in 2014-2015. We highlighted that while domestic stocks have worked off some of this bubble and multiples are no longer extreme, that a neutral allocation was still warranted due to an uninspiring earnings outlook and, at best, a very modest valuation discount relative to global stocks. Chart 4 illustrates this latter point; based on all four trailing valuation ratios that we track, ex-tech onshore stocks are either on par or considerably more expensive than global ex-tech stocks. By contrast, the MSCI China Index (excluding technology) is cheaper than their global peers by all measures, in some cases considerably so. Nevertheless, while we continue to recommend that investors maintain a neutral stance towards A-shares within a global equity portfolio, the inclusion of A-shares in the EM index may force some investors to increase their exposure to domestic stocks beyond the level that they otherwise would have maintained. In order to provide some perspective of what domestic stocks to favor, we have taken a quantitative approach to analyzing A-shares that is loosely inspired by the Fama-French three-factor model. More precisely, we have examined the historical relative performance of three separate factor strategies for A-shares and global stocks, both relative to their respective broad market. The three factors tested are as follows: Return On Equity (ROE): Replacing market beta in the F&F model, we have built a historical portfolio for both Chinese domestic and global stocks that favors level 1 GICS sectors with above-median ROE. Within high-ROE sectors, the portfolio allocates to the sectors on a value-weighted basis to maximize the investability of the strategy. Sector Weight: Our second approach favors GICS sectors with a below-median sector weight, which conceptually mimics the firm size factor in the F&F model. In reality, this strategy is selecting among sectors made up of large cap firms, meaning that investors should regard the performance of this strategy as reflecting the success or failure of investing in potentially underowned or unloved sectors. Value: Our third factor is exactly in line with the F&F model, with portfolios using this approach favoring sectors with above-median dividend yields. We have chosen a cash flow-based valuation measure instead of the book value yield to assuage potential investor concerns about accrual quality. Chart 5 presents the cumulative returns of these strategies, for both global and Chinese domestic stocks. Several important observations are noteworthy: Chart 4A-Shares Are Not Cheap Vs##br## Global Stocks In Ex-Tech Terms Chart 5ROE, Sector Weight, and Value Are ##br##All Successful Factors In China's Domestic Market Favoring high-ROE sectors has been a more profitable strategy when allocating among global sectors than those of the domestic Chinese market, but we have seen similar returns from the strategy in both markets since early-2011. This is consistent with an important conclusion that we made in our March report: the perception among some global investors that domestic Chinese stocks are a "casino" market disconnected from fundamentals does not appear to be supported by the data over the past several years. A strategy of favoring sectors with a low market cap weight has fared better for Chinese A-shares than for the global market, albeit with considerable volatility. We suspect that the underperformance of smaller-than-average sectors at the global level has been affected over the past four years by the underperformance of resources, but the outperformance of the strategy in China also makes sense: underowned or unloved sectors should have more abnormal return potential in smaller, less scrutinized markets. Favoring cheap stocks has been an abysmally poor strategy at the global level over the past decade, due to the chronic underperformance of the financial sector. But cheaper sectors have outperformed China's domestic equity market at a modest pace over the past several years, which is good news for value-oriented investors. Chart 6 highlights where each of China's domestic equity sectors currently sits in the ROE/size/value spectrum. There are three sectors exhibiting two of the factors employed in our analysis: health care, financials, and real estate. For now, we would caution investors against buying domestic health care stocks, as Chart 7 shows that the sector has become heavily overbought over the past several months. Domestic financials would appear to be a better bet: despite underperforming financials in the MSCI China Index, domestic financials have outperformed the domestic broad market over the past year and have not broken materially below their trend line despite a recent selloff. Chart 6Health Care, Financials, And Real Estate Are At The Intersection Of Successful Factors Chart 7Financials Are A Better Bet Than Health Care; Watch For A Housing Catalyst To Buy Real Estate Finally, real estate stocks have the potential to become a fantastic contrarian trade if Chinese home sales do sustainably pick up. The sector is cheap, profitable, and highly unloved given the view among many investors that the Chinese government's structural reforms will weigh on performance for some time to come. But as we have noted in previous reports, the persistent gap between home sales and housing construction over the past few years may very well be over, implying that the latter may rise in lockstep with the former if sales begin to trend higher. Chart 7 shows that investors are not even remotely pricing in such a scenario, as domestic real estate companies have underperformed the domestic benchmark since early-2016 and remain in a relative downtrend. We would not recommend fighting negative investor sentiment towards the sector for now, but domestic real estate companies should clearly be on an investor's watch list, alongside the trend in residential sales volume. Bottom Line: The recent inclusion of Chinese A-shares in the MSCI Emerging Markets index may lead to heightened investor attention over the coming months, but we still recommend a neutral allocation. Within the domestic market, a factor approach suggests that financials are a good bet, and that real estate stocks have great potential as a contrarian trade if housing sales begin to durably trend higher. An Update On China's Corporate Bond Market China's equity market may not be the only financial market segment to garner more addition from increased index inclusion over the coming year: Bloomberg recently announced that it will add Chinese RMB-denominated government and policy bank bonds to the Bloomberg Barclays Global Aggregate Index over a 20-month period beginning in April 2019, conditional on the implementation of certain "operational enhancements" to the market by the PBOC and Ministry of Finance.3 China's total bond market (government and corporate) is the third-largest in the world, with a record of 79 trillion yuan ($12.7 trillion) outstanding. Yet foreign investors have little exposure to Chinese bonds, due to frictions concerning investability, a lack of transparency on issuers/index components, and concerns about the quality of domestically-issued credit ratings (95% of China's corporate bonds are rated AA- or higher). Chart 8The Recent Uptick In Yields Has Had A Paltry Impact On Total Returns While the proportion of foreign ownership of Chinese bonds may rise slowly over time, our sense is that it will indeed rise. First, there is a clear yield advantage for Chinese relative to global bonds, in a world where high long-term absolute return prospects are scarce. Second, Chinese policymakers continue to (slowly) open China's financial markets to the rest of the world, and global investors can now gain access to China's onshore bond market through four channels without quota: the qualified foreign institutional investors program (QFII), the renminbi qualified foreign institutional investor program (RQFII), the China interbank bond market (CIBM), and the Bond Connect program.4 Third, China's regulators allowed foreign-owned ratings agencies to set up shop in China last year, in an attempt to address the ratings quality issue. BCA's China Investment Strategy service initiated our long China onshore corporate bonds trade on June 22 last year, which has since earned a 3.7% return in spite of widening yield spreads and a spike in default concerns over the past several weeks. Indeed, Chart 8 highlights that the recent rise in corporate yields has had a minimal impact on the index total return profile. There is one critical factor driving this apparent discrepancy that is not well understood by global investors: compared with corporate issues in the developed world, China's corporate bond market has considerably shorter duration. Table 1 highlights that most of the corporate bonds issued in China have a maturity of three years or less, and the duration for the ChinaBond Company Credit Index, the benchmark that we have used for our corporate bond trade, is approximately 2.3 years. By contrast, U.S. investment- and speculative-grade bonds currently have an effective duration of 7.5 and 4 years, respectively. Chart 9 illustrates the 12-month breakeven spread for the Company Credit Index, unadjusted for default. The breakeven spread represents the rise in yields that would be required for investors to lose money over a 12-month horizon (i.e. the yield change that exactly erases the income return from the position), assuming no defaults. The chart shows that Chinese corporate bond yields would have to rise approximately 250 bps over the coming year before investors suffer a negative total return, which would be an enormous rise that is totally inconsistent the PBOC's monetary policy stance. Table 1Maturity Distribution Of China's Bond Market Chart 9A Compelling Cushion Against Potentially Higher Rates Another way to gauge the attractiveness of a corporate bond position is to look at the spread relative to comparable duration government bonds in order to calculate the default loss that would be required to erase the spread (which is also roughly 250 bps today). Using the relatively conservative assumption of a 35% recovery rate, a 2.5% default loss implies a default rate of close to 4%. We noted in our May 23 Special Report that recent corporate defaults in China amounted to only 0.1% of the outstanding corporate bond market,5 implying that the ultimate scope of corporate bond defaults in China would have to be 40 times larger than currently observed to wipe out the spread relative to Chinese government bonds of comparable duration. While we cannot rule such an event from occurring, there is no evidence to suggest that such a dramatic escalation in defaults is about to occur. Bottom Line: Index inclusion may also be a factor leading to increased global investor attention towards China's bond market over the coming two years. The comparatively high-yield and short duration of China's corporate bond market makes for an attractive investment opportunity, despite recent concerns about defaults. Stay long/overweight over the coming 6-12 months. Jonathan LaBerge, CFA, Vice President Special Reports jonathanl@bcaresearch.com Lin Xiang, Research Analyst linx@bcaresearch.com 1 Pease see China Investment Strategy Weekly Report "11 Charts To Watch", dated May 30, 2018, available at cis.bcaresearch.com. 2 Pease see China Investment Strategy Weekly Report "A-Shares: Stay Neutral, For Now", dated March 14, 2018, available at cis.bcaresearch.com. 3 These enhancements include the implementation of delivery vs. payment settlement, the ability to allocate block trades across portfolios, and clarification on tax collection policies. 4 The first three programs have a clear statement that no quotas apply, whereas the bond connect program has no specific statement concerning quotas. 5 Pease see China Investment Strategy Special Report "Messages From BCA's China Industry Watch", dated May 23, 2018, available at cis.bcaresearch.com. Cyclical Investment Stance Equity Sector Recommendations

Highlights Fed: The Fed will not automatically slow the pace of rate hikes as the funds rate approaches current estimates of its neutral level. Rather, estimates of that neutral level will be revised depending on the outlook for the economy. For the time being investors should continue to expect a rate hike pace of 25 bps per quarter. Credit Cycle: For the time being both our monetary and credit quality indicators recommend an overweight allocation to corporate bonds. Inflation expectations are not yet anchored around the Fed's target, and gross leverage is trending sideways. Both of these measures will likely send a more negative signal later this year, and we will reduce exposure to corporate credit at that time. Emerging Market Debt: Despite the recent weakness in emerging market currencies, U.S. corporate credit still looks more attractive than USD-denominated emerging market sovereign debt. At the country level, only Russian debt warrants an overweight allocation relative to U.S. corporates. Feature The Federal Reserve meets this week and will deliver the second rate hike of the year, bringing the target range for the federal funds rate up to 1.75% - 2%. With that hike already fully discounted, investors will be more concerned with parsing the post-meeting statement, Summary of Economic Projections, and Chairman Powell's press conference for clues about the future path of rates. We expect only minor changes to the statement, though the Committee could decide to tweak its promise that "the federal funds rate is likely to remain, for some time, below levels that are expected to prevail in the longer run". Such a change would simply acknowledge that if gradual rate hikes continue, then the federal funds will move close to most estimates of its neutral (or equilibrium) level within the next 12 months. This touches on an important question for bond investors. Would the Fed actually start to slow the pace of rate hikes once the funds rate reaches its estimated neutral level? Or will it need to see some evidence of decelerating economic growth before slowing the pace of rate hikes below its current 25 bps per quarter pace? Chart 1 shows why this question is important. The shaded boxes in that chart outline a "gradual" rate hike path of 25 bps per quarter. The Fed has been lifting rates at this pace since late 2016. The "x" markings denote the median expected fed funds rate from the Fed's Survey of Primary Dealers, and the "F" markings denote the Fed's own median projections. Notice that there are two "F"s shown at the end of 2018. This is because an equal number of FOMC participants (6) expect a fed funds rate of 2% - 2.25% as expect one of 2.25% - 2.5%. We expect the median will coalesce around the 2.25% to 2.5% range by the end of tomorrow's meeting. Chart 1The Outlook For Rate Hikes Notice in Chart 1 that both primary dealers and the Fed expect to deviate from the quarterly rate hike pace around the middle of next year. This would be consistent with the pace of hikes starting to slow as the fed funds rate approaches its currently anticipated neutral level near 3%. But how confident is the Fed in its estimate of that neutral rate? We would argue that its confidence should be quite low. We are not alone in this assessment. In one of Janet Yellen's final speeches as Fed Chair she warned against placing too much confidence in estimates of the neutral rate.1 [T]he neutral rate changes over time as a result of the interaction of many forces, including demographics, productivity growth, fiscal policy, and the strength of global demand, so its value at any point in time cannot be estimated or projected with much precision. We expect that the current FOMC will heed this warning, and if there are no signs of economic deterioration by the middle of next year, then the Fed will continue to hike rates at a pace of 25 bps per quarter and estimates of the neutral rate will be revised higher. We examined what could potentially make the Fed deviate from its 25 bps per quarter rate hike pace, by hiking either more quickly or more slowly, in a recent report.2 Crucially, Chart 1 shows that not only is the market priced for the Fed to slow its pace of rate hikes as we reach the middle of next year, it is also priced for a slower pace of rate hikes than is expected by the Fed or the primary dealers. This divergence means that below-benchmark portfolio duration continues to make sense on a 6-12 month horizon. Bottom Line: The Fed will not automatically slow the pace of rate hikes as the funds rate approaches current estimates of its neutral level. Rather, estimates of that neutral level will be revised depending on the outlook for the economy. For the time being investors should continue to expect a rate hike pace of 25 bps per quarter. A Quick Update On Our Tactical Long Position On May 22 we advised clients with a short-term (0-3 month) horizon to position for lower U.S. bond yields in the near term.3 This call was premised on two catalysts. First, bond market positioning had become excessively net short. That picture now looks more mixed (Chart 2). Net speculative positions in 10-year Treasury futures remain deep in "net short" territory and the Marketvane survey of bond sentiment is still "bearish", but the JP Morgan Duration Surveys for both "all clients" and active clients" have moved somewhat closer to neutral. The second catalyst was that our auto-regressive model pointed to strong odds of a negative reading from the U.S. Economic Surprise Index during the next month (Chart 3). This remains the case, but the reading from our model has moved much closer to the zero line. Chart 2Positioning Now Closer To Neutral Chart 3Surprise Index Still Low Taken together, our two indicators no longer send a resounding "buy bonds" signal. But given the deeply net short Treasury futures positioning and the low level of the surprise index, we are inclined to maintain our tactical buy recommendation for another week. We will re-assess again next week based on trends in the surprise index and the positioning data. The Fed & The Credit Cycle The Powell Fed has so far not been kind to credit spreads. Since February our index of financial conditions has tightened considerably, driven by a combination of falling equity prices, wider quality spreads and a stronger dollar (Chart 4). Yet, the Fed seems relatively unconcerned and is broadly expected to lift rates this week. All in all, the Powell Fed seems less concerned with responding to tighter financial conditions than was the Yellen Fed. Chart 4How Much Pain Can The Fed Take? There is some truth to this observation, though we think the difference has more to do with recent trends in inflation than with any change in approach between the two Fed Chairs. As inflation pressures mount, the Fed is marginally less concerned with responding to weakness in financial markets and marginally more concerned with preventing an inflation overshoot. This is why we will reduce our allocation to corporate bonds once our monetary indicators tell us that inflation expectations are well anchored around the Fed's target. Monetary Indicators Long maturity TIPS breakeven inflation rates are the primary indicators we are monitoring in this regard. When both the 10-year and 5-year/5-year forward TIPS breakeven inflation rates reach a range between 2.3% and 2.5%, that will be consistent with past periods of well-anchored inflation expectations and we will start reducing exposure to corporate credit (Chart 5). But we should not rely solely on one indicator. It is conceivable that the financial crisis ushered in a structural shift (possibly due to stricter banking regulations) and that the level of TIPS breakevens consistent with well-anchored inflation expectations is now slightly lower.4 For this reason we also pay attention to the St. Louis Fed's Price Pressures Measure (Chart 5, bottom panel). This model is designed to output the percent chance that inflation will exceed 2.5% during the next 12 months, and we have found that corporate bond excess returns decline significantly when it exceeds 15%.5 It currently sits at 13%. Finally, it's also a good idea to pay attention to core PCE inflation itself. The year-over-year rate of change in core PCE inflation jumped sharply in recent months, but it has not yet returned to the Fed's 2% target (Chart 6). It is therefore still reasonable to expect that inflation expectations are not consistent with target inflation. It is likely that many investors still have doubts about whether inflation will recover to the Fed's target. Chart 5Credit Cycle: Monetary Indicators Chart 6The Fed's Inflation Model Those doubts would probably fade if the year-over-year rate of change in core PCE inflation actually rose to 2% and stayed there for several months. At that point we would have to conclude that inflation expectations are well anchored, whatever the level of TIPS breakeven rates. Incidentally, the recent bounce in core inflation brought it back in line with the reading from Janet Yellen's Phillips Curve model that she presented in a speech from 2015.6 In the context of this model, a continued decline in the unemployment rate will pressure inflation slowly higher, meaning that we expect to receive a signal from our monetary indicators sometime this year. We will pare exposure to corporate bonds at that time. It will be very interesting to hear from Chair Yellen herself when she visits the BCA Conference in September, and we hope to gain insight not only about her inflation forecast but also about how the Fed thinks about its responsiveness to financial markets, and most importantly, about how the Fed is likely to manage the tightening cycle as the funds rate approaches its estimate of neutral. Credit Quality Indicators Outside of Fed policy and the inflation outlook, we are also closely monitoring the relationship between profit growth and debt growth for the nonfinancial corporate sector. Leverage rises whenever debt growth exceeds profit growth and rising leverage tends to coincide with widening credit spreads (Chart 7). Nonfinancial corporate debt grew at an annualized rate of 4.4% in the first quarter, while pre-tax profits actually contracted at an annualized rate of 5.7%. As a result, our measure of gross leverage ticked higher from 6.9 to 7.1. More broadly, profits grew 5.8% in the four quarters ending in Q1 2018, only slightly faster than the 5.2% increase in corporate debt. This does not provide much of a buffer, and it will not take much to send profit growth below debt growth on a sustained basis. In fact, we expect that if labor compensation costs continue to accelerate we will see leverage start to rise more meaningfully in the second half of this year. Our overall Corporate Health Monitor improved noticeably in the first quarter (Chart 8). But this large move will almost certainly reverse in Q2. The improvement was concentrated in the components of the Monitor that use after-tax cash flows, and as such they were influenced by the sharp decline in the corporate tax rate. Profit margins, for example, increased from 25.8% to 26.4% on an after-tax basis in Q1 (Chart 8, panel 2), but would have fallen to 25.5% if the effective corporate tax rate had remained the same as in 2017 Q4. As the effective corporate tax rate levels-off around its new lower level (Chart 8, bottom panel), last quarter's improvement in the Corporate Health Monitor will start to unwind. Chart 7Leverage Is Poised To Head Higher Chart 8Tax Cuts Helped Balance Sheets In Q1 Bottom Line: For the time being both our monetary and credit quality indicators recommend an overweight allocation to corporate bonds. Inflation expectations are not yet anchored around the Fed's target, and gross leverage is trending sideways. Both of these measures will likely send a more negative signal later this year, and we will reduce exposure to corporate credit at that time. Still No Opportunity In Emerging Market Debt We pointed out in a recent report that a persistent divergence between U.S. and non-U.S. economic growth was the most likely catalyst that could cause the Fed to slow its pace of rate hikes.7 A divergence between strong U.S. growth and weaker growth in the rest of the world puts upward pressure on the U.S. dollar, and this is a particular problem for many emerging markets that carry large balances of U.S. dollar denominated debt. Our Emerging Markets Strategy service published a Special Report last week that explains in detail this particular problem faced by emerging markets and shows which countries face the most pressing debt concerns.8 For U.S. fixed income investors another important question is whether the recent strength in the U.S. dollar, and weakness in emerging market currencies, has resulted in an opportunity to shift out of U.S. corporate credit and into USD-denominated emerging market sovereign debt. On that note, Chart 9 shows that the average option-adjusted spread for the Baa-rated U.S. Corporate bond index recently dipped below the average spread for the investment grade USD Emerging Market (EM) Sovereign index. However, we think it is still too soon to move into emerging market debt. After adjusting for differences in duration and spread volatility between the two indexes, we come up with a measure of "Months-To-Breakeven". This indicator shows the number of months of spread widening required for each index to lose money relative to U.S. Treasuries. By this measure, U.S. Corporate bonds still look attractive compared to investment grade EM Sovereigns. At the country level, Chart 10 shows the 12-month breakeven spread for the USD-denominated sovereign debt of several major EM countries. It also shows each country's foreign funding requirement, a measure of the foreign capital inflows required in the next 12 months for each country to cover any shortfall in current account transactions and service its foreign currency debt. Chart 9EM Sovereigns Are Still Expensive Chart 10USD-Denominated Emerging Market Debt: Risk/Reward At The Country Level For the Baa-rated countries, Colombia, Mexico and Indonesia all offer spreads similar to what can be found in the Baa-rated U.S. Corporate bond market. The Philippines looks quite expensive, but Russia looks cheap compared to U.S. Corporates and has one of the lowest foreign funding requirements of any EM country. In High-Yield space, Turkey is fairly priced relative to Ba-rated U.S. junk, while Brazil and South Africa both look expensive. Argentina also looks expensive relative to B-rated U.S. junk. Bottom Line: Despite the recent weakness in emerging market currencies, U.S. corporate credit still looks more attractive than USD-denominated emerging market sovereign debt. At the country level, only Russian debt warrants an overweight allocation relative to U.S. corporates. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 https://www.federalreserve.gov/newsevents/speech/yellen20170926a.htm 2 Please see U.S. Bond Strategy Weekly Report, "Breaking Points", dated May 29, 2018, available at usbs.bcaresearch.com 3 Please see U.S. Bond Strategy Weekly Report, "Pulling Back And Looking Ahead", dated May 22, 2018, available at usbs.bcaresearch.com 4 We explored some possible reasons for such a shift in the U.S. Bond Strategy Weekly Report, "Will Breakevens Ever Recover?", dated April 25, 2017, available at usbs.bcaresearch.com 5 Please see U.S. Bond Strategy Weekly Report, "Risk Rally Extended", dated June 27, 2017, available at usbs.bcaresearch.com 6 https://www.federalreserve.gov/newsevents/speech/yellen20150924a.htm 7 Please see U.S. Bond Strategy Weekly Report, "Breaking Points", dated May 29, 2018, available at usbs.bcaresearch.com 8 Please see Emerging Markets Strategy Special Report, "A Primer On EM External Debt", dated June 7, 2018, available at ems.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

Special Report

Much has been made of preparing for the arrival of the Millennial generation, accompanied by well-worn stereotypes of general 'failure to launch' as they reach adulthood. However, the former is a misnomer as this age cohort is already the largest and the latter is simply untrue. In the report below, authored by guest editor Richard Dias, we explore these themes and conclude with our recommendations for a Millennials basket of stocks to capture the strength of this cohort as consumers. The Echo Boom Heard Round The World According to the U.S. Census Bureau, Millennials are the U.S.'s largest living generation. Millennials, (or Echo Boomers) defined as people aged 18 to 36 (born 1982 to 2000), now number more than +80mn and represent more than one quarter of the U.S.'s population - Baby Boomers (born 1946 to 1964) number about 75mn.1 Stealthily becoming the largest age group in the U.S. over the last few years, Millennials per-year-birth-rate peaked at 4.3mn in 1990. Surprisingly, the pace matched that of the post-war Baby Boom peak-per-year-birth-rate in 1957 - the per-year average over the period was higher for the Baby Boomers (Chart 1). Chart 1Echo Boom This gap is now set to grow rapidly as the death rate of Baby Boomers accelerates. What's more, with the largest one-year age cohort only 25 years old, Millennials will be the dominant generation for many years. How these "kids" will impact the market as they become the most important consumers, borrowers and, to a lesser degree, investors is unclear but make no mistake: this is a seismic shift in economic power and it is here to stay. Also of note is how much better the demographic picture is in the U.S. versus other developed markets (Chart 2) but this last point will not be the focus of this report. Rather, the focus will be on the Echo Boom's domestic implications touching on the labor market (wage growth), inflation, debt and housing, CAPEX and growth. Chart 2Labor Force Growth The Graduates Chart 3Educational Intensity Is Increasing Unabated Millennials have invested in "human capital" more than any previous generations. By 2014, more received a postsecondary degree (associates, bachelor's, or graduate degree) than any other generation (Chart 3). More higher education is a rational response to a labor market that pays college graduates much more than adults without a college degree.2 Millennials have also been much more likely to attend graduate school than previous generations - enrollment increased at an even faster rate than undergraduate enrollment, jumping from 2.8% in 1995 to 3.8% in 2010.3 Timing Is Everything Unfortunately Echo Boomers entered the workforce at the worst possible time (Chart 4). During recessions, enrollment increases along with duration of study. This reflects a lower opportunity cost of schooling, as well as a stronger incentive to improve one's skills in a tougher job market. This cyclical pattern was exacerbated by the severity of the Great Recession. A lot has also been made of the historically low youth labor participation rates (Chart 5) but this is partly explained by Millennials focusing on studies instead of combining school and work.4 A rise in educational intensity - more time devoted to schoolwork and other extracurricular activities5 - has also played a role. Difficultly finding employment and poor returns therein (low wages) has also coincided with the massive uptake in student loans - now much more readily available - and acting as a major income substitute (more on this below). Chart 4Recessions Mean More Higher Learning... Chart 5...And Lower Participation Rates Forever Young Another dubious narrative is that Millennials don't want to grow up. In reality, horrible early career economic conditions have meant large and lasting delays to adulthood. Entering the labor market during a recession can result in substantial earnings losses that persist, with negative effects lasting longer for college graduates.6 Poor job prospects and earnings are reflected in reduced labor mobility (not chasing jobs that are no longer available), lower marriage rates (living with parents longer) (Table 1) and home ownership7 rates that are much lower than for previous generations (partly a combination of the two). Table 1Marital Status Of The Adult Population Millennials continue to delay marriage (and leaving home) for several reasons8 but this does not mean they do not want to marry. Indeed over 80% of Millennials say that they "think that they will marry", more than Generation Xers and Baby Boomers did at similar ages. Similarly, they are more likely to believe that they will have kids. Once you control for some of the demographic trends9 that keep kids at home, 25 to 34 year olds continue to set up independent households at roughly the same rate as they always have and recently this household formation has accelerated. It is also worth remembering that major inflection points in homeownership rates have happened before; following a large increase pre-war, there was a sustained decline in the number of young people living at home in the 1940-50s. Another problem with this narrative is that campus housing is considered "living at home". So as enrollment increased, so did the number of young "living at home". Now, almost half of young people "living with their parents" are in college (campus housing) - even if they pay for the education with student loans or are on scholarship. Assessing the merit of these commonplace assertions is important as an unwind of the negative impulses caused by the recession, along with echo boomers coming of age, will influence the U.S. economy for many years. Back In The Saddle With the youngest of Millennials finally coming of age (the largest one-year age cohort is now 25) and the economic recovery complete, Millennials are finally joining the labor force (Chart 5). Participation rates that were justifiably depressed during Millennials' college-going years have since made a recovery, though, notably, educational intensity remains unchanged for the younger cohort of Millennials (17 to 24) (Chart 5). This significant increase in participation occurred as the size of this cohort expanded at its fastest rate in 20 years (Chart 6). The growing numbers finishing college in a less horrible economic environment are faced with a higher opportunity cost; over the last two years there has been a big jump in the real median income for these older Millennials (Chart 7). Chart 6Participation Is Recovering... Chart 7...So Are Earnings Millennials' economic force (population times wages or wage growth) is set to increase in size and as such its relative importance over the next decade. These demographics are positive for home buying, consumption and, ultimately, economic growth. House Prices & Consumption Set To Reaccelerate Americans are moving at the lowest rate on record10 but as we have argued above, this is set to change. Ownership rates for residential real estate have a distinct life cycle pattern; rates start low when households first reach adulthood and rise substantially by the time they reach their late 30s and early 40s. Chart 8Better Household Balance Sheets Supports House Price Gains With a huge number of Millennials entering this cycle relatively unburdened (see grey box below) and households in aggregate having de-levered (top panel, Chart 8) since the recession, we have a situation where both demand and supply (bottom panel, Chart 8) dynamics point to a highly supportive environment for housing over the short to medium term. But What About All That Student Debt Chart 9Student Loans Are Rising But##br## Other Categories Are Falling A lot has been made about the levels of student debt in the U.S. It is obviously large; the total amount of debt currently stands at 1.4Tn dollars and it has trebled in 10 years (top panel, Chart 9). And it is clear that delinquency rates are high, at about 11% (bottom panel, Chart 9). The reigning theory is that new or recent graduates, heavily burdened by debt, are unable or unwilling to take the next steps into adulthood. This misses the point. Lost in all of this is that while student loan burdens climbed, every other major debt category fell (credit cards, auto loans, mortgages and home equity loans). According to the NY Fed, Millennials now have less per capita debt overall than they did in 2003.11 Granted, the difference (between 2003 & 2015) is modest but when you consider the difference within the context of the wider point, it becomes important to keep in mind: the largest cohort in a generation is entering their (albeit delayed) prime borrowing (and spending) years on better financial footing that in 2003!12 The issue of payments has also been overlooked.13 Although loan balances have ballooned, the average payment has increased only 50%. And, not to belabor the point, a misunderstanding about the debt distribution compounds this false narrative. A small fraction of borrowers have huge payments while 50% of borrowers had payments of $200 or less, and another 25% had payments of $200 to $400. The top panel of Chart 10 highlights the jump in home ownership.14 This is of course due in part to the recovery but Millennials are also now a growing portion of this household formation. As they continue to create millions of new households (delayed by the recession but now accelerating), mortgage debt and house prices (with the help of underwhelming housing supply growth) will be biased higher (bottom panel, Chart 10). This household formation drives consumption (e.g white goods & services). And, as Millennials mature into their peak earning and spending years, this consumption is set to increase (Chart 11). Chart 10Homeownership Is Rising Again Chart 11Millennials Are Consumers Phillips Curve Gaining Traction It has been 15 years since we have had employment growth (of young people) of this magnitude (in percentage terms and absolute numbers). The Phillips curve tells us employment and inflation are linked. Hence Chart 12 should not surprise, as it simply suggests that a big jump in the key segment of the population - newly employed, forming households, and able to borrow and consume - help drive up the costs of consumer goods and services. We should expect protracted rises in inflation over the next few years as a function of Millennials flexing their economic might. Bringing It All Together; What Does This All Mean For Growth? The Echo Boom is a big, generational demographic wave. A difficult and painful delay has not tempered its looming importance. Finally here, this wave of echo-boomers is educated, relatively unburdened by debt, and as they inevitably "grow up", will soon begin to form new households (and have kids). They will borrow, spend, earn, but not necessarily save and invest. And this will be an important long-term theme going forward. Near term we might already be seeing signs of their arrival and firms have begun to pivot accordingly. Millennials will support household consumption. Employment growth will underpin much higher inflation. Private residential gross fixed capital formation - which has lagged - will pick up. Add to that a CAPEX cycle (largely independent) that is firing on all cylinders (Chart 13), and improving productivity growth which will follow stronger wage growth and it seems that real GDP growth reaccelerating is the odds-on likely scenario (Chart 14). Chart 12Demand Is Increasing Along With Employment Chart 13Capex Is Surging Chart 14GDP Growth Is Pointing Higher Admittedly this note paints a rosy picture of future growth (real and nominal) and takes a narrow view by focusing on demographics. And of course this is not without risks; Baby Boomer burdens (debt & health), corporate debt and a tighter monetary policy to name a few. But nominal GDP growth solves many of these and more. Investment Implications The report above does an excellent job underlining why Millennials will boost consumption spending but does not offer many insights on how that consumption will change. For example, healthcare currently makes up 17% of personal consumption expenditure in the U.S., roughly in line with housing and utilities. We would anticipate the natural attrition of the aging Baby Boomer generation to push down health care's share of the consumer's wallet (we currently have an underweight recommendation for the S&P health care index). At the same time, and as discussed in detail above, the positive implications of the relatively unburdened Millennial cohort entering prime home acquisition age factors into our sanguine home-related equities view (we currently have an overweight recommendation for the S&P home improvement retail index and recently upgraded S&P homebuilders to neutral).15 Further, Millennials consume differently from their parents; social media, online shopping and smart phones are not the consumption categories of the Baby Boomers. With this in mind, we have created a basket of ten stocks that we think will be driven over the long term by the demographic rise of the Millennial. We note that these stocks are heavily weighted to the technology and consumer discretionary sectors, which is logical as Millennial consumption habits tend to be discretionary-focused and technology-based. Beginning with consumer discretionary, we are highlighting AMZN, NFLX and SPOT as core holdings in our Millennials basket. AMZN's heft dwarfs consumer discretionary indexes but it could fall in several categories; the acquisition of Whole Foods makes it a Millennials-focused consumer staples retailer and its cloud computing web services segment is a tech leader. NFLX and SPOT represent the means by which Millennials consume media, by streaming movies and music, respectively, over the internet. The idea of owning physical media is rapidly becoming an anachronism. The home ownership themes noted in the report above lead us to add HD and LEN to the basket. Millennials are "doers" and are set to be the dominant DIYers in the next few years, making HD a logical choice. LEN, as the nation's largest home builder, should benefit from the Millennials coming of age into home buyers. We are also adding TSLA to our basket as a lone clean tech-oriented equity. TSLA capitalizes on the increasing shift to clean energy of Millennials (the key reason why no traditional energy companies have a spot in our basket). The technology stocks in our Millennials basket are AAPL, FB and MSFT, together representing more than 9% of the total value of the S&P 500. AAPL's inclusion in the list is predictable as the leading domestic purveyor of devices on which Millennials consume media content. FB too is a predictable holding, with more than half of all Americans being monthly active users, dominated by the Millennial cohort. Our inclusion of MSFT is based on its leadership in cloud computing, a rapidly growing industry we expect the connectivity and mobile computing demands of Millennials will accelerate. Chart 15BCA Millennial Basket It is worth noting at this point that at least some of the stocks noted above will be shifting out of both consumer discretionary and tech in September of this year. Stay tuned for our report on the to-be announced communications services sector later this summer. The last stock we are adding to our basket is also the only financial services equity. Though avid consumers, Millennials have shown an aversion to cash, preferring card payment systems, including both debit and credit-based. Accordingly, we are adding the leader in both of these, V, to our Millennials basket. Our basket is shown in Chart 15. To create the basket, we have imagined a $1M portfolio, invested $100,000 in each of our basket stocks at the date of publishing. While the resulting basket has obviously been an outstanding performer in the past year, meaning that it is not as attractive an entry point as it was in recent history, we think a long term view should support continued outperformance. With respect to stocks to avoid, we are believers that Environmental, Social and Governance (ESG) criteria will gain in importance as Millennials invest their newfound wealth in the stock market. Accordingly, we would tend to avoid 'sin stocks', including gambling, tobacco and alcohol; demand for their services is unlikely to decline but investment weightings should mean that share prices will underperform. Further, and as noted above, we think demographics and a clean energy shift will mean energy and health care will be long term underperformers. Bottom Line: Investors seeking long term exposure to stocks lifted by the supremacy of the Millennial generation should own our Millennial basket (AAPL, AMZN, FB, HD, LEN, MSFT, NFLX, SPOT, TSLA, V). We would not hesitate to add other sharing economy stocks, including Airbnb and Uber, to this basket should they become investable. Richard Dias, CFA Guest Editor Chris Bowes Associate Editor chrisb@bcaresearch.com Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com 1 Millennials Outnumber Baby Boomers and Are Far More Diverse (June 2015) http://www.census.gov/newsroom/press-releases/2015/cb15-113.html 2 The Rising Cost of Not Going to College (Feb 2014) http://www.pewsocialtrends.org/2014/02/11/the-rising-cost-of-not-going-to-college/ 3 15 Economic Facts About Millennials (Oct 2014) https://obamawhitehouse.archives.gov/sites/default/files/docs/millennials_report.pdf 4 NEET (Youth not in employment, education or training) level for youth 19 to 29 increased by only 4% during the Great Recession and has since returned to pre-recession levels about 15%. 5 Labor force participation: what has happened since the peak? (Sep 2016) https://www.bls.gov/opub/mlr/2016/article/labor-force-participation-what-has-happened-since-the-peak.htm 6 The long-term labor market consequences of graduating from college in a bad economy (Apr 2010) http://www.sciencedirect.com/science/article/pii/S0927537109001018 7 Homeownership Rates Are Falling, And It's Not Just A Millennial Problem (May 2016) https://www.forbes.com/sites/shreyaagarwal/2016/05/06/homeownership-rates-are-falling-and-its-not-just-a-millennial-problem/#3df54894494a 8 Reasons Millennials (17 to 35) stay at home longer include; this generation is younger (more 17 to 24 that 25 to 35), more culturally diverse, societally more tolerant, more time in post-secondary education, and houses have gotten much bigger 9 Five-year age subgroup, marital status, presence of children, sex, race, ethnicity, nativity (i.e. native- or foreign-born), current school enrollment, and educational attainment (Nov 2015) - http://jedkolko.com/2015/11/23/why-millennials-still-live-with-their-parents/ 10 Americans Moving at Historically Low Rates, Census Bureau Reports https://www.census.gov/newsroom/press-releases/2016/cb16-189.html 11 This myth about millennials needs debunking (Mar 2016) https://www.weforum.org/agenda/2016/03/this-myth-about-millennials-need… 12 Also of note from this two charts (Chart 21 & 22) is that it is NOT young people that are increasing their borrowing but old people. A 2016 blog post from the NY Fed "The Greying of American Debt" - expands on this theme. http://libertystreeteconomics.newyorkfed.org/2016/02/the-graying-of-ame… 13 Is There a Student Loan Crisis? Not in Payments (May 2016) https://clevelandfed.org/newsroom-and-events/publications/forefront/ff-… 14 Demographics: Renting vs. Owning (Feb 2017) http://www.calculatedriskblog.com/2017/03/demographics-renting-vs-ownin… 15 Please see BCA U.S. Equity Strategy Weekly Report, "Seeing The Light," dated May 29, 2018, available at uses.bcaresearch.com.

Special Report

Highlights Since the end of the Bretton Woods system in 1971 there have been five major episodes where U.S. dollar moves were not uniform across all currencies. These episodes share common features: a rallying broad trade-weighted U.S. dollar, desynchronized global growth and falling commodity prices. The above conditions will likely be met in the coming months, producing a period of global currency divergence. Commodity and EM currencies will weaken the most against the U.S. dollar, then against the yen, and finally depreciating the least against the euro. Feature It is often assumed that the dollar behaves like a monolith. However, this is not always the case: some currencies do manage to occasionally buck the dollar's general trend (Chart 1). Interestingly, the yen is most often the currency that manages to avoid the broad dollar's general directionality. Chart 1Episodes Of Currency Divergence ##br##Versus the Dollar Our view has been and remains that the broad trade-weighted U.S. dollar still has meaningful upside this year, and that the EM currency complex will be under heavy selling pressure in the coming months. That said, it is worth asking whether all other currencies will share the same fate against a rising broad trade-weighted U.S. dollar, or whether some could diverge from the general dollar trend. This is essentially akin to trying to understand the pecking order of currencies outside the USD. To address these challenges, we believe it is important to understand how global growth will evolve, how relative growth dynamics among regions will shift, and how commodity prices will perform over the coming six to 12 months. When The Dollar Wears Many Masks There have been five major periods of currency divergence versus the U.S. dollar. These have lasted anywhere from one to three years (Table 1). Table 1Summary Of Currency Divergence Episodes Interestingly, they share some common features, heeding important insights for global investors. These features are as follows: 1) Common feature #1: A Rising Broad Trade-Weighted Dollar With the exception of the 2005-2007 episode, all other episodes where some currencies diverged from the general trend in the USD occurred when the broad trade-weighted U.S. dollar was in a bull market. 2) Common feature #2: Desynchronized Global Growth All episodes of divergence in the FX market occurred when global growth was desynchronized. This underscores the importance of growth as a key driver of FX movements. During the 1991-1993 period, the yen was able to buck the dollar's strength (Chart 2) even though Japanese growth was falling quite fast relative to the U.S. Explaining this seeming inconsistency was the policy conducted by the Bank of Japan at the time. The BoJ was cutting rates, from 6% in 1991 to below 2% in 1993, but it was not doing so fast enough to alleviate budding deflationary pressures. As a result, Japanese real interest rates did not fall. This caused real rate differentials to move firmly in favor of the yen. In the final months of 1991, Japanese 2-year and 10-year real rate spreads versus the U.S. were 50 basis points and -75 basis points respectively, but by June 1993, these spreads became 145 basis points and 115 basis points. In the 1995-1996 episode, all the economic blocks experienced a slowdown in growth relative to the U.S. While this time the yen plunged versus the dollar, commodity currencies managed to appreciate against the dollar. This was because commodity prices rose during this timeframe, creating a positive terms-of-trade tailwind that lifted these currencies (Chart 3). Chart 2Episode 1: The Yen Diverges Chart 3Commodity Currencies Diverge In 1997 and 1998, the euro was the currency that managed to remain stable versus the U.S dollar, while the yen and commodity currencies sagged meaningfully (Chart 4).The euro was able to defy the gravity of a strong dollar because the euro area's relative growth differential versus the U.S. remained stable. Essentially, in the late '90s, as the euro area periphery was enjoying the full dividend of convergence toward the living standards of core Europe, European domestic demand was left unaffected by the Asian crisis. Meanwhile, commodity producers and Japan - two groups with much deeper links with EM economies - were experiencing deeper repercussions from the EM economic contraction. The 2005-2007 period of de-synchronized currency action against the dollar is somewhat of an outlier (Chart 5). First, this particular episode of currency divergence materialized in an environment where the dollar was weak. Chart 4Episode 3: The Euro Diverges Chart 5Episode 4: The Yen Diverges Again Second, the outlier was the yen, which managed to depreciate against the dollar while all other currencies were strengthening against the greenback. Chart 6Episode 5: The Euro Diverges again Third, while Japanese growth was below that of the U.S. it was not falling versus the U.S. However, this still caused Japan to be the odd man out in terms of growth performance, as other economic blocs delivered better growth than the U.S. Moreover, Japan was not experiencing the same growth dividend from China's miraculous boom as emerging Asian or commodity producers were. Adding fuel to the fire was the endemic implementation of carry trades. The low FX and rate volatility of that era was an invitation to engage in this kind of strategy.1 But Japan's deflation, along with its sub-par economic performance when compared to non-U.S. economies, re-assured investors that the BoJ would keep rates at rock-bottom levels for the foreseeable future. This was an invitation to investors to sell the yen to fund these carry trades in EM and commodity currencies as well as the euro. Finally, during the 2012-2013 episode the euro area was the global growth laggard. However, the euro was the currency that was able to strengthen against the dollar, defying the greenback's broad appreciation (Chart 6). It is true that euro area domestic demand growth was slightly improving versus the U.S. More importantly though, this was the time period that followed European Central Bank President Mario Draghi's "whatever it takes" speech. These soothing words caused the break-up risk premia across euro area member states to collapse, lifting the euro in the process. 3) Common feature #3: Commodity Prices Were Falling In three out of five episodes, commodity prices were falling, which is consistent with the fact that four out of the five episodes were periods of broad trade-weighted U.S. dollar strength. The only exceptions were the 1995-1996 and 2005-2007 episodes, where commodities rallied. The latter period was further marked by a weak broad trade-weighted U.S. dollar. Bottom Line: Looking back at history, there have been five episodes where some major currencies diverged from the U.S. dollar's broad trend. In the majority of these episodes, the broad trade-weighted U.S dollar was rising, global growth was desynchronized, and commodity prices were falling. When Is The Next Episode On The Air? The aforementioned three common features can be thought of as pre-conditions for some currency divergence to transpire. So, when can investors expect the next episode to hit the proverbial airwaves? In our view, this scenario is most likely to materialize over the coming six to 12 months. Our main macro themes have been and remain2 that the global macro landscape over the coming months will be shaped by two tectonic shifts: on the one hand, America's fiscal stimulus will sustain robust U.S. growth, and on the other hand, the continued slowdown in money and credit in China will culminate in a relapse in capital spending. The Chinese leg of the scenario will depress commodity prices and consequently emerging market economies; meanwhile, thanks to considerable fiscal stimulus, easy financial conditions and relative economic insularity, U.S. growth will remain steady, leaving it as the global growth outperformer. These dynamics are bullish for the broad trade-weighted U.S. dollar: The U.S. economy is growing robustly despite rising interest rates. In fact, interest rate-sensitive sectors are showing no signs of slowing down, confirming the resilience of the economy at this stage of the cycle. Both the housing market and commercial lending standards are not flagging growth risks (Chart 7). Chart 8 demonstrates that BCA's broad money measure (M3) for China leads import volumes and industrial metals prices by about six months. Based on the indicator's track record, odds are that industrial commodity prices will fall meaningfully over the coming months. Chart 7U.S. Economy Is Weathering##br## Rising Interest Rates Chart 8China's Money/Credit Is Bearish ##br##For Industrial Metals While oil prices could hold out for longer due to supply dynamics and geopolitics, positioning remains extremely elevated. As such, we are not ruling out a meaningful pullback in crude as traders head for the exits - all in the context of slowing global demand. Bottom Line: Pieces are falling in place to create the conditions necessary for some currency decoupling: global growth is set to become desynchronized, and commodity prices are likely to weaken - all in the context of a rising broad trade-weighted U.S. dollar. A Reverse Currency Pecking Order Slowing global trade as well as a growth deceleration in China's capital spending and demand for commodities will have the biggest repercussions for commodity and EM Asian currencies (Chart 9). This leaves the euro and the yen as the two most likely candidates to potentially diverge from the broad U.S. dollar in this coming episode. In our view, we think the yen could win this title. First, while the euro area economy is less leveraged to a slowdown in China/EM than Japan, it is still extremely vulnerable. Investors are still very long the euro, and therefore are vulnerable to negative surprises. Euro area industrial production could be the impulse to continue generating underwhelming economic numbers, as it is very much leveraged to China (Chart 10), mainly due to Germany's own deep trade links with EM and China. Notably, the German IFO index for business expectations in German manufacturing - a good leading indicator for global trade - is pointing to a further slowdown in global exports (Chart 11, top panel). Furthermore, German manufacturing new orders from non-euro area countries are starting to roll over, suggesting German exports will weaken imminently (Chart 11, middle panel). Lastly, the Swiss KOF leading indicator has come in below 100 (Chart 11, bottom pane Chart 9EM Asia & Commodity Currencies To Remain Weak Chart 10When China Decelerates, So Does Europe Chart 11Global Trade Is Slowing Down Second, it seems that historically the yen has a greater ability to rally than the euro when commodity prices are falling or when the broad trade-weighted U.S. dollar is in a bull market, highlighting the counter-cyclical nature of the Japanese currency. This happened in the early to mid-'90s and in 2008 (Chart 12). The only exception was in 1998, when the euro was able to rally amid a selloff in commodity prices and a strengthening dollar because domestic growth was so resilient. Today, euro area domestic growth is healthier than it was in 2012-2013, but it is still much weaker than is the case in the U.S., especially as the latter is receiving a shot in the arm thanks to a large dose of late-cycle stimulus. Chart 12The Yen Has Counter Cyclical Attributes Chart 13Euro Long Positioning Is Higher Than For The Yen As such, we believe the euro has more downside than the yen against the U.S. dollar in this coming episode. Furthermore, speculators remain too long the euro versus the yen (Chart 13). Third, the yen is a crucial funding currency in global carry trades, while the euro has not been used by traders for this purpose over the past 18 months.3 As such, a selloff in EM and commodity currencies, which is our base case, could spur a rush to the exits for short yen positions, while the euro is not likely to benefit from a similar short squeeze. Additionally, Japan sports a large positive net international investment position of US$3.1 trillion, while Europe's stands at -US$0.6 trillion. Consequently, Japanese investors have proportionally more funds held abroad than European investors to repatriate home in the event of an upsurge in global/EM market volatility, adding a further impetus for the yen to buck the dollar trend. One of the best currency valuation metrics is the real effective exchange rate based on unit labor costs, because it takes into account both wages and productivity. Unfortunately, this data set does not exist for all countries. On this metric, the U.S. dollar is not expensive (Chart 14, top panel). Adding credence to our view that the yen will be more resilient than the euro this year, according to the unit labor costs-based measures, the JPY appears to be cheap in trade-weighted terms and relative to the EUR (Chart 14, bottom panel). Chart 14The Yen Is Cheaper Than the Euro,##br## Dollar Is Fairly Valued Chart 15The Korean Won##br## Is Expensive Chart 16Commodity Currencies ##br##Are Not Cheap The Korean won - the only emerging Asian currency for which this measure is available - seems to be expensive (Chart 15). Chart 16 demonstrates that commodity currencies including those of Australia, New Zealand and Chile are on the expensive side, while the Canadian dollar and the Colombian peso are fairly valued. Bottom Line: Putting all the pieces together, our reverse pecking order for global investors from the weakest to strongest currency against the U.S. dollar is as follows: commodity currencies, non-commodities EM currencies (primarily Asian), the euro, and the yen. Investment Conclusions We recommend the following strategy to best navigate the coming global currency divergence episode over the coming six to 12 months: Global asset allocators should underweight the following currencies, from most to least, in the following order: First, the extremely vulnerable commodity currencies (BRL, IDR, ZAR, CLP, COP, AUD, NZD, NOK, and CAD); second, the EM Asian currencies (KRW, MYR, SGD, TWD, and PHP); third, the euro; and lastly, the yen. Currency traders stand to benefit the most in this coming episode by going short commodity and EM Asian currencies versus the U.S. dollar. That said, Japanese and European investors also stand to benefit by selling or underweighting commodity and EM currencies. The yen and the euro will depreciate significantly less than commodity and EM currencies, with the yen potentially ending flat versus the U.S. dollar. To capture these dynamics we suggest a new currency trade: long JPY / short SGD. The rationale behind this trade is that the Monetary Authority of Singapore (MAS) manages the Singapore dollar against a basket of currencies of its major trading partners. Consequently, if as we anticipate the Japanese yen strengthens versus all other currencies with the exception of the greenback, the MAS will likely have to depreciate the Singapore dollar versus the yen. Stephan Gabillard, Senior Analyst stephang@bcaresearch.com Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com 1 Please see Foreign Exchange Strategy Special Report, titled "Carry Trades: More Than Pennies And Steamrollers", dated May 6, 2016, available at fes.bcaresearch.com 2 Please see Emerging Markets Strategy Weekly Report, titled "Two Tectonic Macro Shifts", dated January 31, 2018, available at ems.bcaresearch.com 3 Please see Foreign Exchange Strategy Weekly Report, titled "Euro: Risk On Or Risk Off?", dated November 17, 2017, available at fes.bcaresearch.com Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Closed Trades

Special Report

Highlights Investors are underestimating the risks of U.S.-Iran tensions; The Obama administration's 2015 deal resulted in Iran curbing aggressive regional behavior that threatened global oil supply; The U.S. negotiating position vis-à-vis Iran has not improved; Unlike North Korea, Iran can retaliate against the Trump administration's "Maximum Pressure" doctrine - particularly in Iraq; U.S.-Iran conflicts will negatively affect global oil supply, critical geographies, and sectarian tensions - hence a geopolitical risk premium is warranted. Our Commodity & Energy Strategy (CES) desk is using a new ensemble forecast, which takes its 2H18 Brent forecast to $76/bbl from an average $78/bbl, and WTI to $70/bbl from $72/bbl. For next year, CES's Brent forecast goes to $73/bbl from $80/bbl, and WTI goes to $67/bbl from $72/bbl. CES expects higher volatility, as well. Feature Following the roll-out of our oil-price ensemble model last week, we are publishing a Special Report written by our colleague Marko Papic, who runs BCA's Geopolitical Strategy (GPS) service. This report explores the more nuanced aspects of the U.S. - Iran sanctions conflict, and why the contest for Iraq is important for investors. We also summarize our latest forecast. We trust you will find this analysis informative, Robert P. Ryan, Chief Commodity Strategist Commodity & Energy Strategy Tensions between the U.S. and Iran snuck up on the markets (Chart 1), even though President Trump's policy agenda was well telegraphed via rhetoric, action, and White House personnel moves.1 Still, investors doubt the market relevance of the U.S. withdrawal from the Joint Comprehensive Plan of Action (JCPOA), the international agreement between Iran and the P5+1.2 Chart 1Iran: Nobody Was Paying Attention! Several reasons to fade the risks - and hence to fade any implications for global oil supply - have become conventional wisdom. These include the alleged ability of OPEC and Russia to boost production and Washington's supposed ineffectiveness without an internationally binding sanction regime. Chart 2BCA's Updated Ensemble Forecast:##BR##Brent Averages /bbl in 2H18 Our view is that investors and markets are underestimating the geopolitical, economic, and financial relevance of the U.S.-Iran tensions. First, the ideological rhetoric surrounding the original U.S.-Iran détente tends to be devoid of strategic analysis. Second, Iran's hard power capabilities are underestimated. Third, OPEC 2.0's ability to tap into its spare capacity is overestimated.3 CES's updated ensemble forecast takes its 2H18 Brent forecast to $76/bbl from an average $78/bbl previously, and its WTI forecast to $70/bbl from $72/bbl (Chart 2). For next year, CES's Brent forecast goes to $73/bbl from $80/bbl, and its WTI expectation goes to $67/bbl from $72/bbl. CES expects higher volatility, as well, as markets continue to process sometimes-conflicting news flows. This means spike to and through $80/bbl for Brent are more likely than markets currently anticipate. Why Did The U.S.-Iran Détente Emerge In 2015? Both detractors and defenders of the 2015 nuclear deal often misunderstand the logic of the deal. First, the defenders are wrong when they claim that the deal creates a robust mechanism that ensures that Iran will never produce a nuclear device. Given that the most critical components of the deal expire in 10 or 15 years, it is simply false to assert that the deal is a permanent solution. More importantly, Iran already reached "breakout capacity" in mid-2013, which means that it had already achieved the necessary know-how to become a nuclear power.4 We know because we wrote about it at the time, using the data of Iran's cumulative production of enriched uranium provided to the International Atomic Energy Agency (IAEA).5 In August 2013, Iran's stockpile of 20% enriched uranium, produced at the impregnable Fordow facility, reached 200kg (Chart 3). Chart 3Iran's Negotiating Leverage At that point, Israeli threats of attacking Iran became vacuous, as the Israeli air force lacked the necessary bunker-busting technology to penetrate Fordow.6 As we wrote in 2013, this critical moment gave Tehran the confidence to give up "some material/physical components of its nuclear program as it has developed the human capital necessary to achieve nuclear status."7 The JCPOA forced Iran to stop enriching uranium at the Fordow facility altogether and to give up its stockpile of uranium enriched at 20%. However, Iran only agreed to the deal because it had reached a level of technological know-how that has not been eliminated by mothballing centrifuges and "converting" facilities to civilian nuclear research. Iran is a nuclear power in all but name. Second, the detractors of the JCPOA are incorrect when they claim that Iran did not give up any regional hegemony when it signed the deal. This criticism focuses on Iran's expanded role in the Syrian Civil War since 2011, as well as its traditional patronage networks with the Lebanese Shia militants Hezbollah and with Yemen's Houthis. However, critics ignore several other, far more critical, fronts of Iranian influence: Strait of Hormuz: In 2012, Iran's nearly daily threats to close the Strait of Hormuz were very much a clear and present danger for global investors (Map 1). Although we argued in 2012 that Iran's capability was limited to a 10-day closure, followed by another month during which they could threaten the safe passage of vessels through the Strait, even such a short crisis would add a considerable risk premium to oil markets given that it would remove about 17-18 million bbl/day from global oil supply (Chart 4).8 Since 2012, Iran's capabilities to threaten the Strait have grown, while the West's anti-mine capabilities have largely stayed the same.9 Map 1Saudi Arabia's Eastern Province Is A Crucial Piece Of Real Estate Chart 4Geopolitical Crises And Global Peak Supply Losses Iraq: The key geographic buffer between Saudi Arabia and Iran is Iraq (Map 2). Iran filled the power vacuum created by the U.S. invasion almost immediately after Saddam Hussein's overthrow. It deployed members of the infamous Quds Force of the Iranian Revolutionary Guard Corps (IRGC) into Iraq to support the initial anti-American insurgency. Iran's support for Prime Minister Nouri al-Maliki was critical following the American withdrawal in 2011, particularly as his government became increasingly focused on anti-Sunni insurgency. Map 2Iraq: A Buffer Between Saudi Arabia And Iran Bahrain: Home of the U.S. Fifth Fleet, Bahrain experienced social unrest in 2011. The majority of Bahrain's population are Shia, while the country is ruled by the Saudi-aligned, Sunni, Al Khalifa monarchy. The majority of Shia protests were at least rhetorically, and some reports suggest materially, supported by Iran. To quell the protests, and preempt any potential Iranian interference, Saudi Arabia intervened militarily with a Gulf Cooperation Council (GCC) Peninsula Shield Force. Eastern Province: Similar to the unrest in Bahrain, Shia protests engulfed Saudi Arabia's Eastern Province in 2011. The province is highly strategic, as it is where nearly all of Saudi oil production, processing, and transportation facilities are located (Map 1). Like Bahrain, it has a large Shia population. Saudi security forces cracked down on the uprising and have continued to do so, with paramilitary operations lasting into 2017. While Iranian involvement in the protests is unproven, it has been suspected. Anti-Israel Rhetoric: Under President Mahmoud Ahmadinejad, Iran threatened Israel with destruction on a regular basis. While these were mostly rhetorical attacks, the implication of the threat was that any attack against Iran and its nuclear facilities would result in retaliation against U.S. interests in the Persian Gulf and Iraq and direct military action against Israel. Both defenders and detractors of the JCPOA are therefore mistaken. The JCPOA does not impact Iran's ability to achieve "breakout capacity" given that it already reached it in mid-2013. And Iran's regional influence has not expanded since the deal was signed in 2015. In fact, since the détente in 2015, and in some cases since negotiations between the Obama administration and Tehran began in 2013, Iran has been a factor of stability in the Middle East. Specifically, Iran has willingly: Stopped threatening the Strait of Hormuz (the last overt threats to close the Strait of Hormuz were made in 2012); Acquiesced to Nouri al-Maliki's ousting as Prime Minister of Iraq in 2014 and his replacement by the far more moderate and less sectarian Haider al-Abadi; Stopped meddling in Bahraini and Saudi internal affairs; Stopped threatening Israel's existence (although its material support for Hezbollah clearly continues and presents a threat to Israel's security); Participated in joint military operations with the U.S. military against the Islamic State, cooperation without which Baghdad would have most likely fallen to the Sunni radicals in late 2014. The final point is worth expanding on. After the fall of Mosul - Iraq's second largest city - to the Islamic State in May 2014, Iranian troops and military advisors on the ground in Iraq cooperated with the U.S. air force to arrest and ultimately reverse the gains by the radical Sunni terrorist group. Without direct Iranian military cooperation - and without Tehran's material and logistical support for the Iraqi Shia militias - the Islamic State could not have been eradicated from Iraq (Map 3). Map 3The Collapse Of A Would-Be Caliphate How did such a dramatic change in Tehran's foreign policy emerge between 2012 and 2015? Iranian leadership realized in 2012 that the U.S. military and economic threats against it were real. Internationally coordinated sanctions had a damaging effect on the economy, threatening to destabilize a regime that had experienced social upheaval in the 2009 Green Revolution (Chart 5). It therefore began negotiations almost immediately after the imposition of stringent economic sanctions in early and mid-2012.10 Chart 5Iran's Sanctions Had A Hard Bite To facilitate the negotiations, the Guardian Council of Iran disqualified President Ahmadinejad's preferred candidate for the 2013 Iranian presidential elections, while allowing Hassan Rouhani's candidacy.11 Rouhani, a moderate, won the June 2013 election in a landslide win, giving him a strong political mandate to continue the negotiations and, relatedly, to pursue economic development. Many commentators forget, however, that Supreme Leader Ayatollah Sayyid Ali Hosseini Khamenei allowed Rouhani to run in the first place, knowing full well that he would likely win. In other words, Rouhani's victory revealed the preferences of the Iranian regime to negotiate and adjust its foreign policy. Bottom Line: The 2015 U.S.-Iran détente traded American acquiescence in Iranian nuclear development - frozen at the point of "breakout capacity" - in exchange for Iran's cooperation on a number of strategically vital regional issues. As such, focusing on just the JCPOA, without considering the totality of Iranian behavior before and since the deal, is a mistake. Iran curbed its influence in several regional hot spots - almost all of which are critical to global oil supply. The Obama administration essentially agreed to Iran becoming a de facto nuclear power in exchange for Iran backing away from aggressive regional behavior. This included Iran's jeopardizing the safe passage of oil through the Strait of Hormuz either by directly threatening to close the channel or through covert actions in Bahrain and the Eastern Province. The U.S. also drove Iran to accept a far less sectarian Iraq, by forcing out the ardently pro-Tehran al-Maliki and replacing him with a prime minister far more acceptable to Saudi Arabia and Iraqi Sunnis. Why Did The U.S. Chose Diplomacy In 2011? The alternative to the above deal was some sort of military action against Iranian nuclear facilities. The U.S. contemplated such action in late 2011. Two options existed, either striking Iran's facilities with its own military or allowing Israel to do it themselves. One reason to choose diplomacy and economic sanctions over war was the limited capability of Israel to attack Iran alone.13 Israel does not possess strategic bombing capability. As such, it would have required a massive air flotilla of bomber-fighters to get to the Iranian nuclear facilities. While the Israeli air force has the capability to reach Iranian facilities and bomb them, their effectiveness is dubious and the ability to counter Iranian retaliatory capacity with follow-up strikes is non-existent. Chart 6Great Power Competition The second was the fact that a U.S. strike against Iran would be exceedingly complex. Compared to previous Israeli strikes against nuclear facilities in Iraq (Operation Opera 1981) and Syria (Operation Outside The Box 2007), Iran presented a much more challenging target. Its superior surface-to-air missile capability would necessitate a prolonged, and dangerous, suppression of enemy air defense (SEAD) mission. In parallel, the U.S. would have to preemptively strike Iran's ballistic missile launching pads as well as its entire navy, so as to obviate Iran's ability to retaliate against international shipping or the U.S. and its allies in the region. The U.S. also had a strategic reason to avoid entangling itself in yet another military campaign in the Middle East. The public was war-weary and the Obama administration gauged that in a world where global adversaries like China and Russia were growing in geopolitical power, avoiding another major military confrontation in a region of decreasing value to U.S. interests (thanks partly to growing U.S. shale oil production) was of paramount importance (Chart 6). Notable in 2011 was growing Chinese assertiveness throughout East Asia (please see the Appendix on page 24). Particularly alarming was the willingness of Beijing to assert dubious claims to atolls and isles in the South China Sea, a globally vital piece of real estate (Diagram 1). There was a belief - which has at best only partially materialized - that if the United States divested itself of the Middle East, then it could focus more intently on countering China's challenge to traditional U.S. dominance in East Asia and the Pacific. Diagram 1South China Sea As Traffic Roundabout Bottom Line: The Obama administration therefore chose a policy of military posturing toward Iran to establish a credible threat. The military option was signaled in order to get the international community - both allies and adversaries - on board with tough economic sanctions. The ultimate deal, the JCPOA, did not give the U.S. and its allies everything they wanted precisely because they did not enter the negotiations from a position of preponderance of power. Critics of the JCPOA ignore this reality and assume that going back to the status quo ante bellum will somehow improve the U.S. negotiating position. It won't. What Happens If The U.S.-Iran Détente Ends? The Trump administration is serious about applying its Maximum Pressure tactics on Iran. Buoyed by the successful application of this strategy in North Korea, the White House believes that it can get a better deal with Tehran. We do not necessarily disagree. It is indeed true that the U.S. is a far more powerful country than Iran, with a far more powerful military. On a long enough timeline, with enough pressure, it ought to be able to force Tehran to concede, assuming that credible threats are used.14 Unlike the Obama administration, the Trump administration will presumably rely on Israel far less, and on its own military capability a lot more, to deliver those threats, which should be more effective. The problem is that the timeline on which such a strategy would work is likely to be a lot longer with Iran than with North Korea. This is because Iran's retaliatory capabilities are far greater than the one-trick-pony Pyongyang, which could effectively only launch ballistic missiles and threaten all-out war with U.S. and its regional allies.15 While those threats are indeed worrisome, they are also vacuous as they would lead to a total war in which the North Korean regime would meet its demise. Iran has a far more effective array of potential retaliation that can serve a strategic purpose without leading to total war. As we listed above, it could rhetorically threaten the Strait of Hormuz or attempt to incite further unrest in Bahrain and Saudi Arabia's Eastern Province. The key retaliation could be to take the war to Iraq. The just-concluded election in Iraq appears to have favored Shia political forces not allied to Iran, including the Alliance Towards Reform (Saairun) led by the infamous cleric, Muqtada al-Sadr (Chart 7). Surrounding this election, various Iranian policymakers and military leaders have said that they would not allow Iraq to drift outside of Iran's sphere of influence, a warning to the nationalist Sadr who has fought against both the American and Iranian military presence in his country. Iraq is not only a strategic buffer between Saudi Arabia and Iran, the two regional rivals, but also a critical source of global oil supply, having brought online about half as much new supply as U.S. shale since 2011 (Chart 8). If Iranian-allied Shia factions engage in an armed confrontation with nationalist Shias allied with Muqtada al-Sadr, such a conflict will not play out in irrelevant desert governorates, as the fight against the Islamic State did. Chart 7Iraqi Elections Favored Shiites But Not Iran Chart 8Iraq Critical To Global Oil Supply Instead, a Shia-on-Shia conflict would play out precisely in regions with oil production and transportation facilities. In 2008, for example, Iranian-allied Prime Minister Nouri al-Maliki fought a brief civil war against Sadr's Mahdi Army in what came to be known as the "Battle of Basra." While Iran had originally supported Sadr in his insurgency against the U.S., it came to Maliki's support in that brief but deadly six-day conflict. Basra is Iraq's chief port through which much of the country's oil exports flow. Iraq may therefore become a critical battleground as Iran retaliates against U.S. Maximum Pressure. From Iran's perspective, holding onto influence in Iraq is critical. It is the transit route through which Iran has established an over-land connection with its allies in Syria and Lebanon (Map 4). Threatening Iraqi oil exports, or even causing some of the supply to come off-line, would also be a convenient way to reduce the financial costs of the sanctions. A 500,000 b/d loss of exports - at an average price of $70 per barrel (as Brent has averaged in 2018) - could roughly be compensated by an increase in oil prices by $10 per barrel, given Iran's total exports. As such, Iran, faced with lost supply due to sanctions, will have an incentive to make sure that prices go up (i.e., that rivals do not simply replace Iranian supply, keeping prices more or less level). The easiest way to accomplish this, to add a geopolitical risk premium to oil prices, is through the meddling in Iraqi affairs. Map 4Iran Needs Iraq To Project Power Through The Levant It is too early to forecast with a high degree of confidence precisely how the U.S.-Iran confrontation will develop. However, Diagram 2 offers our take on the path towards retaliation. Diagram 2Iran-U.S. Tensions Decision Tree The critical U.S. sanctions against Iran will become effective on November 4 (Box 1). We believe that the Trump administration is serious and that it will force European allies, as well as South Korea and Japan, to cease imports of oil from Iran. China will be much harder to cajole. Box 1: Iranian Sanction Timeline President Trump issued a National Security Presidential Memorandum to re-impose all U.S. sanctions lifted or waived in connection with the JCPOA. The Office of Foreign Assets Control expects all sanctions lifted under the JCPOA to be re-imposed and in full effect after November 4, 2018. However, there are two schedules by which sanctions will be re-imposed, a 90-day and 180-day wind-down periods.1 Sanctions Re-Imposed After August 6, 2018 The first batch of sanctions that will be re-imposed will come into effect 90 days after the announced withdrawal from the JCPOA. These include: Sanctions on direct or indirect sale, supply, or transfer to or from Iran of several commodities (including gold), semi-finished metals, and industrial process software; Sanctions on the purchase or acquisition of U.S. dollar banknotes by the government of Iran; Sanctions on trade in Iranian currency and facilitation of the issuance of Iranian sovereign debt; Sanctions on Iran's automotive sector; Sanctions on export or re-export to Iran of commercial passenger aircraft and related parts. Sanctions Re-Imposed After November 4, 2018 The second batch of sanctions will come into effect 180 days after the announced Trump administration JCPOA withdrawal decision. These include: Sanctions on Iranian port operators, shipping, and shipbuilding activities; Sanctions against petroleum-related transactions with the National Iranian Oil Company (NIOC), Naftiran Intertrade Company (NICO), and National Iranian Tanker Company (NITC); Sanctions against the purchase of petroleum, petroleum products, or petrochemical products from Iran; Sanctions on transactions and provision of financial messaging services by foreign financial institutions with the Central Bank of Iran; Sanctions on Iran's energy sector; Sanctions on the provision of insurance, reinsurance, and underwriting services. 1a Please see the U.S. Treasury Department, "Frequently Asked Questions Regarding the Re-Imposition of Sanctions Pursuant to the May 8, 2018, National Security Presidential Memorandum Relating to the Joint Comprehensive Plan of Action (JCPOA)," dated May 8, 2018, available at www.treasury.gov. By Q1 2019, the impact on Iranian oil exports will be clear. We suspect that Iran will, at that point, have the choice of either relenting to Trump's Maximum Pressure, or escalating tensions through retaliation. We give the latter a much higher degree of confidence and suspect that a cycle of retaliation and Maximum Pressure would lead to a conditional probability of war between Iran and the U.S. of around 20%. This is a significant number, and it is critical if President Trump wants to apply credible threats of war to Iran. Bottom Line: Unlike North Korea, Iran has several levers it can use to retaliate against U.S. Maximum Pressure. Iran agreed to set these levers aside as negotiations with the Obama administration progressed, and it has kept them aside since the conclusion of the JCPOA. It is therefore easy for Tehran to resurrect them against the Trump administration. Critical among these levers is meddling in Iraq's internal affairs. Not only is Iraq critical to Iran's regional influence; it is also key to global oil supply. We suspect that a cycle of Iranian retaliation and American Maximum Pressure raises the probability of U.S.-Iran military confrontation to 20%. We will be looking at several key factors in assessing whether the U.S. and Iran are heading towards a confrontation. To that end, we have compiled a U.S.-Iran confrontation checklist (Table 1). Table 1Will The U.S. Attack Iran? Investment Implications Over the past several years, there have been many geopolitical crises in the Middle East. We have tended to fade most of them, from a perspective of a geopolitical risk premium applied to oil prices. This is because we always seek the second derivative of any geopolitical event. In the context of the Middle East, by "second derivative" we mean that we are interested in whether the market impact of a new piece of information - of a new geopolitical event - will amount to more than just a random perturbation with ephemeral, decaying, market implications. To determine the potential of new information to catalyze a persistent market risk premium or discount, we investigate whether it changes the way things change in a given region or context. In 2015, we identified three factors that we believe are critical for a geopolitical event in the Middle East to have such second derivative implications, and thus global market implications.16 These are: Oil supply: The event should impact current global oil supply either directly or through a clear channel of contagion. Renewed sanctions against Iran do so directly. So would Iranian retaliation in Iraq or the Persian Gulf. Geography: The event should occur in a geography that is of existential significance to one of the regional or global players. Re-imposed sanctions obviously directly impact Iran as they could increase domestic political crisis. A potential Iranian proxy-war in Iraq would be highly relevant to Saudi Arabia, which considers Iraq as a vital buffer with Iran. Sectarian contagion: The event should exacerbate sectarian conflict - Sunni vs. Shia - which is more likely to lead contagion than tribal conflict such as the Libyan Civil War. A renewed U.S.-Iran tensions check all of our factors. The risk is therefore real and should be priced by the market through a geopolitical risk premium. In addition, Iranian sanctions could tighten up the outlook for oil markets in 2019 by 400,000-600,000 b/d, reversing most of the production gains that Iran has made since 2016 (Chart 9). This is a problem given that the enormous oversupply of crude oil and oil products held in inventories has already been significantly cut. BCA's Commodity & Energy Strategy and Energy Sector Strategy teams believe that global petroleum inventories will be further reduced in 2019 (Chart 10). Chart 9Current And Future Iran##BR##Production Is At Risk Chart 10Tighter Markets And Lower Inventories,##BR##Keep Forward Curves Backwardated What about the hints from the OPEC 2.0 alliance that they would surge production in light of supply loss from Iran? Oil prices fell on the belief OPEC 2.0 could easily restore 1.8 MMb/d of production that they agreed to hold off the market since early 2017. Our commodity strategists have always considered the full number to be an illusion that consists of 1.2 MMb/d of voluntary cuts and around 500,000 b/d of natural production declines that were counted as "cuts" so that the cartel could project an image of greater collaboration than it actually achieved (Chart 11). In fact, some of the lesser "contributors" to the OPEC cut pledged to lower 2017 production by ~400,000 b/d, but are facing 2018 production levels that are projected to be ~700,000 b/d below their 2016 reference levels, and 2019 production levels are estimated to decline by another 200,000 b/d (Chart 12). Furthermore, renewed Iran-U.S. tensions may only be the second-most investment-relevant geopolitical risk for oil markets. Our commodity team expects Venezuelan production to fall to 1.2 MMb/d by the end of 2018 and to 1 MMb/d by the end of 2019, but these production levels could turn out to be optimistic (Chart 13). Chart 11Primary OPEC 2.0 Members Are Producing##BR##1.0 MMb/d Below Pre-Cut Levels Chart 12Secondary##BR##OPEC 2.0 Chart 13Venezuela Is##BR##A Bigger Risk 2H18, 2019 Oil Forecasts BCA's Commodity & Energy Strategy updated its forecast last week, after the leaders of OPEC 2.0 indicated member states would be considering putting as much as 1mm b/d back on the market, following the price run-up accurately called from the beginning of this year. KSA and Russian are not being explicit about what they intend to do. In the background are the U.S.'s renewed Iran sanctions discussed above, which could remove ~ 500k b/d from the export markets by the end of 1H19, and the increasingly likely collapse of Venezuela's exports, which could remove ~ 1mm b/d. Against this, we have production in the U.S. shales increasing this year and next by ~ 1.3 - 1.4mm b/d to offset these potential losses, but even there we're seeing problems getting the shale oil out of the U.S.17 That's why CES went to an ensemble forecast, and will keep it in place as the market continues to process these conflicting signals (Chart 14). While some production will be restored to the market this year, it will be a drawn-out process, given CES's view OPEC 2.0 does not want to undo the hard work it took to drain OECD oil inventories (Chart 15). CES's Brent forecast was lowered $2/bbl in 2H18 and $7/bbl in 2019 to $76/bbl and to $73/bbl, respectively. CES's WTI forecast for 2H18 also was lowered $2/bbl to $70/bbl, while our 2019 forecast is now at $67/bbl, down $5/bbl vs. our previous forecast. Chart 14Factors In BCA's Ensemble Forecast Chart 15Balances Will Loosen If Supply Increases CES continues to expect continued strength on the demand side, with global oil consumption growing 1.7mm b/d. This will be driven by steady income growth in EM economies. One of the principal gauges CES uses to assess EM demand - import volumes - continues to move higher on a year-on-year basis, signaling incomes continue to expand (Chart 16). EM growth accounts for 1.3 of the 1.7mm b/d of growth we're expecting in 2018 and 2019. In forthcoming research, CES will be looking more deeply into the evolution of demand and the threat - if any - higher prices pose for EM growth. As was noted in last week's CES publication,17 consumers in many states no longer are shielded from high oil prices, as they were in the past: Governments around the world used the collapse in prices beginning in 2014 to remove/reduce fuel subsidies. This changes the dynamics of EM oil demand considerably, even if governments feel compelled to step into markets and order suppliers to not pass through the entire price increase. OPEC 2.0's leaders - KSA and Russia - appear united in their view of what is required to keep oil markets balanced over the long haul, so as not to disincentivize consumers from purchasing cars and trucks and the motor fuel required to run them. But over the short term, their goals differ. KSA is looking to IPO Saudi Aramco - next year, according to the latest reports - and this sale would most definitely benefit from higher prices. Indeed, KSA's oil minister Khalid al-Falih appeared to be comfortable with prices pushing toward $80/bbl recently. Russia's energy minister, Alexander Novak, has said in the past he favors an oil price somewhere between $50 and $60/bbl. CES continues to believe the dominant price risks remain on the upside - at 28.31% and 12.12%, markets continue to underestimate the probability Brent prices will trade above $80 and $90/bbl this year and next (Chart 17). Chart 16Strong EM Commodity Demand Expected,##BR##As Incomes And Imports Continue To Grow Chart 17Oil Markets Continue To Underestimate##BR##Upside Price Risks In 2H18 And 2019 Bottom Line: A renewal of U.S. - Iran tensions throws up real risks that are not being fully priced by the oil markets at present. They raise the probability global oil supplies out of the Middle East will be directly threatened, and that tensions in Iran and Iraq will flare into proxy wars. Such an outcome would be highly relevant to Saudi Arabia, which considers Iraq as a vital buffer with Iran. Lastly, rising tensions could exacerbate sectarian conflict in the Middle East as a whole, particularly along the Sunni - Shia divide, which is more likely to lead contagion than tribal conflict such as the Libyan Civil War. Robert P. Ryan, Senior Vice President Commodity & Energy Strategy rryan@bcaresearch.com Marko Papic, Senior Vice President Chief Geopolitical Strategist marko@bcaresearch.com Matt Conlan, Senior Vice President Energy Sector Strategy mattconlan@bcaresearchny.com 1 Please see BCA Geopolitical Strategy Weekly Report, "Watching Five Risks," dated January 24, 2018, available at gps.bcaresearch.com. 2 The JCPOA was concluded in Vienna on July 14, 2015 between Iran and the five permanent members of the United Nations Security Council (China, France, Russia, the United Kingdom, and the United States), plus Germany (the "+1" of the P5+1). 3 BCA's Senior Commodity & Energy Strategist Robert P. Ryan has given the name "OPEC 2.0" to the Saudi-Russian alliance that is focused on regaining a modicum of control over the rate at which U.S. shale-oil resources are developed. Please see BCA Commodity & Energy Strategy Weekly Report, "KSA's, Russia's End Game: Contain U.S. Shale Oil," dated March 30, 2017; and "The Game's Afoot In Oil, But Which One?" dated April 6, 2017, available at ces.bcaresearch.com. 4 "Breakout" nuclear capacity is defined here as having enough uranium enriched at lower levels, such as at 20%, to produce sufficient quantities of highly-enriched uranium (HEU) required for a nuclear device. The often-reported amount of 20% enriched uranium required for breakout capacity is 200kg. However, the actual amount of uranium required depends on the number of centrifuges being employed and their efficiency. In our 2013 report, we gauged that Iran could produce enough HEU within 4-5 weeks at the Fordow facility to develop a weapon, which means that it had effectively reached "breakout capacity." 5 Please see International Atomic Energy Agency, "Implementation Of The NPT Safeguards Agreement And Relevant Provisions Of Security Council Resolutions In The Islamic Republic Of Iran," IAEA Board Report, dated August 28, 2013, available at www.iaea.org. 6 Although, in a move designed to increase pressure on Iran and its main trade partners, the Obama administration sold Israel the GBU-28 bunker-busting ordinance. That specific ordinance is very powerful, but still not capable enough to penetrate Fordow. 7 Please see BCA Geopolitical Strategy Special Report, "Middle East: Paradigm Shift," dated November 13, 2013, available at gps.bcaresearch.com. 8 Please see BCA Special Report, "Crisis In The Persian Gulf: Investment Implications," dated March 1, 2012, available at gps.bcaresearch.com. 9 There are four U.S. Navy Avenger-class minesweepers based in Bahrain as part of the joint U.S.-U.K. TF-52. This number has been the same since 2012, when they were deployed to the region. 10 Particularly crippling for Iran's economy was the EU oil embargo imposed in January 2012, effective from July of that year, and the banning of Iranian financial institutions from participating in the SWIFT system in March 2012. 11 The Guardian Council of the Constitution is a 12-member, unelected body wielding considerable power in Iran. It has consistently disqualified reformist candidates from running in elections, which makes its approval of Rouhani's candidacy all the more significant. 12 Please see BCA Geopolitical Strategy Special Report, "Reality Check: Israel Will Not Bomb Iran (Ever)," dated August 14, 2013, available at gps.bcaresearch.com. 13 The NATO war with Yugoslavia in 1999 reveals how challenging SEAD missions can be if the adversary refuses to engage its air defense systems. The U.S. and its NATO allies bombed Serbia and its forces for nearly three months with limited effectiveness against the country's surface-to-air capabilities. The Serbian military simply refused to turn on its radar installations, making U.S. AGM-88 HARM air-to-surface anti-radiation missiles, designed to home in on electronic transmissions coming from radar systems, ineffective. 14 Please see BCA Geopolitical Strategy Special Report, "Trump Re-Establishes America's 'Credible Threats,'" dated April 7, 2017, available at gps.bcaresearch.com. 15 Please see BCA Geopolitical Strategy Weekly Report, "Insights From The Road - The Rest Of The World," dated September 6, 2017, available at gps.bcaresearch.com. 16 Please see BCA Geopolitical Strategy Special Report, "Middle East: A Tale Of Red Herrings And Black Swans," dated October 14, 2015, available at gps.bcaresearch.com. 17 Please see BCA Research's Commodity & Energy Strategy Weekly Report, "OPEC 2.0 Guiding To Higher Output; Volatility Set To Rise ... Again," published May 31, 2018.It is available at ces.bcaresearch.com. Appendix Notable Clashes In The South China Sea (2010-18) Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2018 Summary of Trades Closed in 2017

Highlights One of Europe's major success stories is the structural and broad-based increase in female labour participation rates. The trend is set to continue for the next decade. Stay overweight the Personal Products sector as a long-term position. Italy's decade-long stagnation is not a deep-seated structural malaise. It is a protracted cyclical downturn resulting from a banking system that was never repaired after the 2008 financial crisis combined with wholly inappropriate fiscal austerity. We expect Italy's new government to push back against the EU's misguided fiscal rules and correct this decade-long error. Buy exposure to Italian real estate as a new long-term position either directly or through Italy's small real estate equity sector. Feature Some analysts persist on comparing economic performances on the basis of real GDP per head of total population. But the total population includes children and the elderly who cannot contribute to economic output. Therefore, a correct assessment of economic performance should look at real GDP per head of working-age population. Chart I-1AWomen Are Powering The European Economy... Chart I-1B ...Less So In The U.S. Admittedly, as the retirement age rises, the definition of 'working-age' will gradually change, but the general principle still holds: only count in the denominator those who can contribute to economic output. GDP per head of working-age population can grow in several ways. One way is to get more output or better output from each hour worked through improvements in efficiency and/or quality. As this improvement is theoretically limitless, it is the main source of productivity gains in the long run. A second way is for each worker to work more hours. But given the physical and legal constraints on productive working time, there is only limited scope to increase output in this way. How Women Are Powering The European Economy There is one other way to increase GDP per head of working-age population: increase the percentage of the working age population that is in the labour force.1 In other words, structurally increase the labour participation rate. If this participation rate is already high - as it is for men - then there is little scope to increase it much further. But if the participation rate is low - as it is for European women - then there is considerable scope to increase it. This brings us to one of Europe's major, and largely untold, success stories - the structural and broad-based increase in female participation rates (Chart I-1-Chart I-5). Over the past twenty years, the EU28 female participation rate has risen from 57% to 68%, with an especially large contribution from the socially conservative southern countries. In Spain, female participation has surged from 47% to 70%. In Italy, it has shot up from 42% to 56% and has clear scope to rise much further. Chart I-2Italy: Labour Force Participation Rate Chart I-3Spain: Labour Force Participation Rate Chart I-4Germany: Labour Force Participation Rate Chart I-5France: Labour Force Participation Rate What is driving this structural trend? Two things. First, the employment sectors that are growing structurally - healthcare, social care, and education - tend to employ more women than men. Second, European countries have legislated a raft of policies encouraging women to join and remain in the labour force: generous paid maternity leave and subsidised childcare. The trend is for further improvements, with the focus now on improving paternity leave. Sharing parental and family responsibilities between mothers and fathers allows more women to enter and stay in the labour force.2 For the ultimate end-point in the trend, look to the Scandinavian countries which started such policies in the early 1970s. In Sweden, labour force participation for women and men is almost identical: 81% versus 84%. If the EU eventually adopts the Scandinavian model, it would mean another 20 million European women in employment and contributing to economic output (Chart I-6). Chart I-6Another 20 Million European Women ##br##Could Join The Labour Force Dispelling Two Myths: The Euro Area And Italy Having established that economic performances should be compared on the basis of GDP per head of working age population, we can now dispel two common myths. The first myth is that the U.S. generates superior productivity growth than the euro area. It is true that the U.S. has been better at getting more output from each hour worked, so on this measure, the U.S. does win. Against this, the euro area has been much better at getting more of its working-age population - albeit mostly women - into employment. So on this measure, the euro area wins (Chart of the Week). The net result is that, over the past twenty years, the U.S and the euro area have generated exactly the same growth in real GDP per working-age population (Chart I-7). Of course, the euro area's structural improvement in female participation rates cannot continue forever, but it can certainly continue for another decade or so, and this is generally the longest time horizon that most investors care about. Chart I-7The Euro Area And The U.S.: Identical Growth In Real GDP Per Head Of Working-Age Population The second myth concerns the subject du jour: Italy. Many people claim that Italy's economic stagnation is due to deep-seated structural problems which differentiate it from other major economies. The problem with this narrative is that from the mid-1990s until 2008 the growth in Italy's real GDP per head of working age population was little different to that in Germany, France or the U.S. (Chart I-8). Chart I-8Italy Performed In Line With Other Major Economies Until 2008 Italy's economic stagnation only started after the 2008 global financial crisis. After a financial crisis which cripples the banking system, there are two golden rules: unleash fiscal stimulus; and repair the banking system as quickly as possible. The U.S. and U.K. followed the golden rules perfectly and immediately; Ireland followed a couple of years later; Spain waited until 2013. But in each case, the economies rebounded very strongly as the fiscal stimulus kicked in and the banks recuperated. Italy neither unleashed fiscal stimulus, nor repaired its banks - so its economy has stagnated for a decade. Moreover, if output stagnates for a decade, it follows arithmetically that productivity growth will also look poor. In a back-to-front argument, critics have pounced on this as evidence of excessive 'red tape' and 'structural problems'. But this is a misdiagnosis of the malaise. To reiterate, Italy's real GDP per working-age population was growing very respectably before 2008. Italy's misfortune is that its indebtedness has an unusual profile: more public debt than private debt. France and Spain (and other major euro area economies) have the usual profile: less public debt than private debt. So the EU's fiscal rules - which can see only public debt and are blind to private debt - have severely and unfairly constrained Italy's ability to respond to financial crises. While every other major economy followed the golden rules to recover from the 2008 crisis, Italy could neither unleash fiscal stimulus to kick start the economy nor recapitalise its dysfunctional banking system. We expect Italy's new government to push back against the EU's misguided fiscal rules and correct this decade-long error. Two Structural Investment Conclusions This week's two investment conclusions are both long term, and require a buy and hold mentality. The first conclusion reiterates a structural position: overweight the Personal Products sector. This is based on our expectation that, in Europe, female participation rates will continue their structural uptrend; while in the U.S. we expect female participation rates to continue outperforming male participation rates. Therefore the sales and profits of the Personal Products sector, in which female spending dominates, will benefit from a multi-year tailwind, at least relative to other sectors. And the extent of this tailwind is not fully discounted in valuations. The second conclusion is a new long-term recommendation: buy exposure to Italian real estate. This is based on our assessment that Italy's decade-long stagnation is not a deep-seated structural malaise. Instead, it is a protracted cyclical downturn resulting from a banking system that was never repaired after the 2008 financial crisis combined with wholly inappropriate fiscal austerity. Removing these shackles will allow a long-term recovery, just as it did for Spain in 2013. If we are right, the best multi-year buy and hold play is Italian real estate which has been in a decade-long bear market (Chart I-9). For those that cannot directly invest in property, Italy has a small real estate equity sector which faithfully tracks the long term profile of real estate prices (Chart I-10), and whose main component is Beni Stabili. The caveat is that the stock has a market cap of just €2 billion; the appeal is that it offers a juicy dividend yield of 4.5%. Chart I-9Italian Real Estate Has Suffered ##br##A Decade-Long Bear Market Chart I-10Italian Real Estate Equities##br## Track Real Estate Prices Dhaval Joshi, Senior Vice President Chief European Investment Strategist dhaval@bcaresearch.com 1 And in employment. 2 Please see the European Investment Strategy Special Report "Female Participation: Another Mega-Trend" published on April 6, 2017 and available at eis.bcaresearch.com Fractal Trading Model* This week, we note that the 130-day fractal dimension for platinum versus nickel is close to its lower bound, a level which has consistently predicted a tradeable countertrend move over the following 130 days. Hence, this week's trade is long platinum/short nickel on a 130 horizon before expiry. The profit target is 14% with a symmetric stop-loss. Our two other open trades, long SEK/GBP and long PLN/USD, are both in profit. 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-11 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