Equities

Special Report

Highlights Structurally, EM corporate leverage is elevated and the interest coverage ratio is low. Cyclically, China/EM growth slowdown will lead to corporate spread widening. Rising U.S. dollar corporate bond yields in EM herald lower share prices. The recent underperformance in Mexican financial markets versus their EM peers is not sustainable. We reiterate our overweight position in Mexico. In Indonesia, the central bank is attempting to fight the Impossible Trinity, a battle that by definition cannot be won. Investors should keep underweighting this market. Feature This report focuses on the corporate health of emerging market (EM) companies, as well as the outlook for corporate bonds. We review the key drivers behind credit spreads and provide an up-to-date snapshot of overall corporate health. We also illustrate the travails in China's offshore corporate bond market, which are of high importance to the broad EM outlook. With respect to scope of coverage and data comparability, please refer to Box 1. BOX 1 Data Relevance And Its Application As there is no aggregate financial dataset for EM corporate bond issuers, we use corporate financial data provided by Worldscope for the EM equity universe - the constituents of the MSCI EM equity index. While from an individual country perspective this makes a difference, from an EM sector perspective the differences are not substantial. Excluding the technology sector, it is often the case that the same companies have both publicly traded stocks and bonds. This is especially true in sectors such as basic materials, energy, industrials, telecom, utilities and financials. This is why, in this report, we focus our attention on sectors rather than countries, and why we examine the EM companies' financial health excluding technology and banks. Banks' relevant financial ratios vary greatly from those of non-banks. For the technology sector, the largest tech names in the equity space have minimal bonds outstanding, so using financial data from the equity space for credit analysis is inappropriate. In short, the analysis below on corporate health is pertinent to both equity and corporate bond investors. However, its emphasis is on creditworthiness and ability to service debt, which is more attuned to credit investors. Drivers Of EM Credit Spreads Cyclical swings in EM corporate and sovereign credit spreads are driven by changes in borrowers' revenues, cash flow and profits. Hence, the business cycle is one of the important drivers of corporate creditworthiness. When global and EM growth accelerate, revenue and free cash flow improve, causing credit spreads to narrow (Chart I-1). The EM business cycle drives EM sovereign spreads too (Chart I-2). Chart I-1EM Corporates: Cash Flow From Operations And Credit Spreads Chart I-2EM Sovereign Spreads Move In Tandem With Business Cycle This is why we spend a lot of time gauging the global business cycle outlook and cover this topic extensively in our reports. For now, the growth outlook for China/EM and global trade remains gloomy: Chart I-3China Is A Major Risk For EM Profits China's credit and fiscal spending impulse projects further weakness in the mainland's business cycle and EM corporate earnings (Chart I-3). China's slowdown is no longer limited to the industrial sector - household spending growth has downshifted considerably since early this year, as we discussed in last week's report.1 Weakening sales of consumer goods and autos in China are one of the primary reasons behind the ongoing slump in the global technology and semiconductor sectors. Consistently, plunging growth in Taiwanese electronics exports points to both weaker global trade and EM tech earnings in the months ahead (Chart I-4). In short, even though we have excluded technology from our analysis of corporate financial health, hardware tech companies' profits remain at risk. The latter is not relevant for EM corporate bond investors, but it is critical for the EM equity space. Chart I-4Taiwanese Shipments Foreshadow A Relapse In EM Tech Earnings Other pertinent financial market indicators for EM credit spreads are commodities prices, EM exchange rates and EM local rates. The basis is as follows: (1) Energy and materials make up 25% of the J.P. CEMBI EM corporate bond index, and commodities prices drive their revenues and in turn credit spread fluctuations (Chart I-5, top panel); (2) Outside the resource sector, corporate bond issuers by and large do not feature exporters, and their capacity to service foreign currency debt is greatly affected by exchange rate movements (Chart I-5, bottom panel); (3) Financials make up 30% of the J.P. CEMBI EM corporate bond index, and their credit spreads are greatly influenced by domestic interest rates and banking system health (Chart I-6). We exclude financials from our corporate health analysis because their financial ratios differ vastly from those of non-financials. Chart I-5Drivers Of Credit Spreads: Commodities And Currencies Chart I-6EM Bank Credit Spreads Will Widen If Local Bond Yields Rise Overall, we expect global trade to weaken, commodities prices to drop further and EM currencies to depreciate. The latter will push up local interest rates. In turn, several EM banking systems remain saddled with bad assets from previous credit booms that have not been recognized, and banks have not been recapitalized. These factors point to a widening in bank credit spreads. All in all, EM corporate and sovereign spreads will widen further. A Snapshot Of EM Corporate Health The following financial ratios - which are calculated for EM companies excluding technology and financials - do not justify currently tight corporate spread. Leverage measured as net debt (total debt minus cash assets) divided either by EBITDA or cash flow from operation2 (CFO) remains elevated (Chart I-7, top panel). Among 9 sectors, only energy, basic materials and consumer discretionary have seen their leverage fall over the past two years. Chart I-7EM Corporate Health: Leverage And Interest Coverage Ratios Interest coverage ratios computed as EBITDA- or CFO- to- interest expense are well below their 2007 and 2011 levels (Chart I-7, middle panel). These figures corroborate that neither EM corporate indebtedness nor companies' ability to service debt using cash from operations is back to levels that prevailed before the global financial crisis in 2008 when EM financial markets were in a secular uptrend. Crucially, this is inconsistent with presently still-tight EM corporate spreads (Chart I-7, bottom panel). This mispricing, in our opinion, reflects the global search for yield that was induced by the crowding out of investors from DM bond markets by global central banks' QE programs. A contraction in corporate profits and cash flows from operation - for the reasons discussed above - will cause issuers' credit matrixes to deteriorate. With respect to cross-sectional analysis, Table I-1 presents interest coverage ratios (computed as an average of EBITDA- and CFO-to-interest expense ratios) for mainstream countries and all sectors. The cells in red present pockets of distress where the interest coverage ratio is below 3. The cells in blue illustrate segments where moderate financial stress is present: these are sectors with an interest coverage ratio of above 3 but below 5.5. Table I-1Interest Coverage Ratios On a positive note, the rally in commodities and cutbacks in capex have allowed energy and basic materials companies to drastically improve their leverage and interest coverage ratios in the past 2 years. However, even though their present financial health is great, their cash flow from operations is set to deteriorate again as commodities prices continue to relapse. The key motive behind our negative view on credit markets in Latin America, Russia, the Middle East and Africa - which is de facto the EM universe excluding emerging Asia - is because with the exception of Turkey, they are very exposed to commodities prices. As commodities prices drop and these nations' currencies depreciate, their sovereign and corporate credit spreads will widen. We are not implying that these issuers are facing default risks. Simply, lower revenues from commodities and higher debt servicing costs due to currency depreciation warrant a re-pricing of risk. Within credit portfolios, we recommend favoring defensive low-beta credit, excluding banks, versus riskier high-beta ones. We are underweight EM banks within the EM equity space and recommend the same strategy for the EM credit universe. Based on the matrix in Table I-1, credit portfolios should overweight consumer services, tech, energy and basic materials and underweight industrials, utilities and healthcare. China's Corporate Health And Credit Market There has been little deleveraging among Chinese companies. On the contrary, the country's massive credit and fiscal stimulus in 2016 bailed out many indebted companies, lifting corporate debt levels and augmenting the misallocation of capital. In particular: Chart I-8China's Corporate Debt Is Enormous China's corporate debt remains enormous, at $19.5 trillion, or RMB 140 trillion. It is the highest in the history of any country (Chart I-8). Some 95% of corporate debt is in local currency terms. My colleague Jonathan LaBerge from China Investment Strategy has calculated that Chinese state-owned enterprises' adjusted return on assets, has fallen below the cost of capital (Chart I-9). This indicates that these companies have for now exhausted profitable investment opportunities and should arguably scale back on their investment expenditures. Further borrowing and investing by these enterprises will augment the amount of bad assets held by Chinese banks and reduce the country's overall productivity and hence, potential growth. Yet, denying these debtors financing will result in a major slump in capex, and probably labor market weakness. Chart I-9Chinese SOEs: Capital Misallocation Chart I-10Leverage And Interest Coverage For Chinese Companies Dissecting sectoral data, indebtedness is elevated for industrials, utilities and property developers. Consistently, the interest coverage ratio is extremely low for industrials, utilities and property developers (Chart I-10). Financial health of Chinese materials has improved tremendously due to de-capacity reforms - the shutdown of excess capacity that has boosted both steel and coal prices. Interestingly, this has occurred at the expense of utilities and some other heavy consumers of steel and coal. Notably, steel and coal prices are beginning to relapse (Chart I-11). For reasons discussed in our previous report,3 these commodities prices will drop further and will hurt producers' cash flow and profits, causing their creditworthiness to deteriorate. Chart I-11Steel And Thermal Coal Prices Offshore corporate bond yields and spreads are surging, foreshadowing rising borrowing costs and reduced availability of financing (Chart I-12A). The problem is especially acute for property developers (Chart I-12B). In a nutshell, Chinese corporate U.S. dollar bond yields are at their highest levels of the past five-six years. The same is true for emerging Asian corporate bond issuers. Chart I-12AChinese Offshore Aggregate Corporate Bonds Chart I-12BChinese Offshore Property Developers Not only do Chinese corporate bonds now account for 32.5% of EM and 56% of emerging Asian corporate bond indexes, but investment expenditures by Chinese companies are also critical to companies elsewhere in Asia and globally. Chinese gross fixed capital formation accounts for 6% and 5.4% of global GDP in nominal and real terms, respectively. By contrast, these numbers are 4.6% and 4.3% for the U.S. We have deliberated at great length on why China's growth will likely continue to downshift, despite the policy stimulus, and we will not repeat our arguments today.4 The financial health of Chinese companies will worsen due to dwindling sales and cash generation. This, along with less credit/financing available onshore and offshore, will erode their capacity to undertake large investment expenditures. Consequently, capital expenditures in general and construction in particular will suffer substantially. This is the main rationale behind our negative view on resources, raw materials and industrials worldwide. Investment Observations And Conclusions Apart from Turkey and Argentina, there has been no liquidation and capitulation in EM assets in general and the credit space in particular. It would be unusual if this extended selloff ends without capitulation. EM credit markets appear technically vulnerable. In particular, the excess returns on EM sovereign and corporate bonds are splintering below their 200-day moving averages (Chart I-13). Odds are there will be more downside. Chart I-13A Bad Signal Rising U.S. dollar corporate bond yields in both EM overall and in emerging Asia herald lower share prices (Chart I-14). So long as the drop in U.S. Treasury yields is offset by widening EM credit spreads, EM corporate bond yields will continue to rise and EM share prices will sell off. However, as and when EM corporate (or sovereign) yields start falling, irrespective of whether because of declining U.S. Treasury yields or narrowing EM credit spreads, EM equity prices will rally. EM sovereign and corporate bond yields are an imperative indicator to watch for equity investors. Chart I-14Rising Corporate Yields = Lower Share Prices We continue to recommend defensive positioning in EM sovereign and corporate bonds. In terms of asset allocation, EM dollar-denominated sovereign and corporate bonds should not be compared with EM local currency bonds or equities or U.S. Treasurys.5 These are credit instruments, and they should be a part of a credit portfolio with U.S. and European corporate bonds. Credit portfolios should presently be underweight EM sovereign and corporate bonds relative to U.S. corporate bonds (Chart I-15A & Chart I-15B). Chart I-15AEM Sovereign Credit Versus U.S. Credit: Relative Excess Returns Chart I-15BEM Corporate Credit Versus U.S. Credit: Relative Excess Returns Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Andrija Vesic, Research Analyst andrijav@bcaresearch.com Mexico: Is The Underperformance Overdone? Despite having a sound macroeconomic backdrop,6 Mexican financial markets have lately substantially underperformed their emerging market peers due in large part to domestic politics. Odds are that Mexican risk assets will continue to sell off in absolute terms, especially given the broad turmoil in the EM universe, which we expect to continue. That said, the recent underperformance of Mexican markets versus their EM peers is overdone, and odds are that Mexican stocks, local bonds and sovereign credit will outperform their EM peers over the coming six to 12 months: First, the Mexican authorities have been pursuing orthodox macro policies, including very tight monetary and fiscal policies. The central bank hiked its policy rate again last week in the face of a currency relapse, and the fiscal stance has been tight. Currently, the real policy rate is 4% and the 10-year local currency government bond yield is 5.5%, both deflated by core consumer price inflation (Chart II-1, top and middle panel). Real rates are very high by historical standards and are now above most other EMs. Chart II-1Mexico: Tight Monetary And Fiscal Policies The government's non-interest expenditures deflated by core consumer price inflation have been contracting (Chart II-1, bottom panel). Such a tight monetary and fiscal policy mix will not change considerably with AMLO taking the office and it should benefit the currency. We expect the peso to start outperforming its EM peers on a total-return basis. Second, the Mexican peso is very cheap - close to one standard deviation below fair value, according to the unit labor cost-based real effective exchange rate (Chart II-2). The latter is our favorite currency valuation measure. Chart II-2The Mexican Peso Is Cheap Third, economic growth is improving, as the effects from monetary and fiscal tightening are diminishing (Chart II-3). This should at the margin support Mexican financial markets versus their EM peers where growth is slowing. Chart II-3Mexico: A Moderate Cyclical Recovery Fourth, Mexico's business cycle is much more leveraged to the U.S. economy than to China's. In line with our view that U.S. growth will fare better than China's growth, the Mexican economy will likely outperform other EMs that are more leveraged to China. Finally, an important rationale behind our recommendation to maintain an overweight stance on Mexico is that Mexican risk assets are defensive plays within the broad EM universe. In other words, whenever there is broad EM turbulence and an ensuing flight to quality, Mexican risk assets tend to outperform their EM peers. This is even more likely to happen now that Mexican sovereign spreads are already elevated and local currency government bonds offer a very attractive yield relative to other EMs (Chart II-4). Chart II-4Mexican Domestic And U.S. Dollar Bonds Offer Value Still, a few words are warranted on the recent domestic political developments. Our view is that the latest measures announced by the incoming administration regarding the new airport and banking fees are more indicative of a strategy to test the markets before the AMLO administration takes office, rather than declaring war against both markets and investors. It is noteworthy how fast the AMLO government came out after each of these announcements to calm investors. This suggests to us that fears of Mexico taking an irreversible sharp political turn to the left are overblown. AMLO is likely to be pragmatic and deliberate in the way he pushes forward his policies. In a nutshell, our bias is that these announcements represent an attempt by the AMLO administration to promote competition and reduce rent-seeking activities in the economy. This can be negative for shareholders of incumbent large companies, as it will hurt corporate profits of oligopolies. However, in the long term these polices will be positive for overall economic growth as they will reduce the cost of doing business, appease structural inflation and boost the nation's competitiveness. From a structural perspective, these policies are positive for the currency and local bonds. One way to play this theme is to favor small-cap over large-cap companies. Given the oligopolistic structure of some industries, Mexican large-cap companies are much more likely to be hurt by the incoming administration's open competition policies than small-cap companies. As such, small-caps will likely outperform large-caps in Mexico over at least the next six to 12 months (Chart II-5). Moreover, small-caps are currently trading at a significant discount compared to large-caps, with the former trading at multiples that are half of the latter. Chart II-5Mexico: Small-Caps Will Outperform Large-Caps Investment Conclusion Dedicated EM investors should overweight Mexican equities, local currency bonds and sovereign credit within their respective universes. Concerning the exchange rate, we are maintaining our long MXN / short ZAR position. Stephan Gabillard, Senior Analyst stephang@bcaresearch.com Indonesia: Defying The Impossible Trinity? Indonesian stocks are attempting to rally and have lately outperformed the EM equity benchmark. The outlook for this bourse remains negative and we recommend investors to fade this rally and outperformance. Critically, Indonesian domestic interbank rates and corporate U.S. dollar bond yields are rising. Historically, this is a negative signal for share prices (Chart III-1, rates and yields are shown inverted). Chart III-1Rising Rates/Yields = Falling Stocks Weakening rupiah and rising interest rates are forcing the central bank (BI) into a policy dilemma: Should it defend the currency and allow interest rates to rise further or should it cap interest rates and let the currency find a market equilibrium? It appears the BI is trying to do both - to stop the currency from depreciating, while also capping or bringing down interbank rates simultaneously. This defies the Impossible Trinity thesis which stipulates that a central bank of a country with an open capital account has to choose between controlling either the exchange rate or interest rates. On the surface, it would seem that the BI has been focused on targeting a stable rupiah. The monetary authorities have sold foreign exchange reserves (Chart III-2, top panel), and raised the key policy rate. Chart III-2Aggressive Monetary Policy Tightening... Selling of foreign exchange reserves is a form of tightening as it drains the banking system's excess reserves at the central bank. Shrinking interbank liquidity, however, pushes up interbank rates and borrowing costs (Chart III-2, bottom panel). Higher borrowings costs not only make the currency more appealing to investors, but they also curb domestic demand and, thereby, improve the current account balance. This is an ultimate mechanism of how policy tightening leads to exchange rate stability. Yet the full picture of BI's policies is a lot murkier. While on the one hand, the central bank has sold its foreign exchange reserves and hiked policy rates to defend the rupiah, it has also offset some of the tightening by injecting local currency reserves into the banking system. Chart III-3 shows that the BI purchased/redeemed back central bank certificates from commercial banks, which has led to a sharp increase in commercial banks' excess reserves. Chart III-3... And Liquidity Injections By Central Bank Central bank liquidity injections are akin to monetary easing aimed at capping or even bringing down interbank rates. Hence, they come as a contradiction to the central bank's restrictive policies. If the BI chooses to stabilize the rupiah, then interbank rates and borrowing costs in general will have to rise and the economy will take a hit. Corporate earnings will then contract which will be bearish for the equity market. If the central bank opts to cap interbank rates, it has to inject as much liquidity (excess reserves) into the banking system as required. In this scenario, the currency could depreciate triggering capital flight and selloffs in equity and local bond markets. The BI can continue the muddle-through policy - offsetting or sterilizing its foreign exchange interventions by turning the backdoor liquidity taps on. These injections of local currency liquidity into the banking system could encourage speculation against the rupiah and allow banks to lend more, maintaining robust imports and a large current account deficit. It is not certain, but if the market perceives that interest rates are lower than warranted, the currency could very well depreciate amid this policy mix. In this scenario, the result could be a mix of gradual currency depreciation and somewhat higher interest rates. Financial markets will still do poorly in dollar terms. Overall, odds are high that the rupiah will resume its depreciation and interest rates will move higher. Indonesia's balance of payment dynamics remain a risk to the exchange rate. The current account deficit is still large and exports are heading south (Chart III-4). Chart III-4Current Account Deficit Is Large First, Chart III-5 illustrates that the sharp slowdown in the average manufacturing PMIs of Japan, Korea, Taiwan and Germany are pointing to an imminent contraction in Indonesian export volumes. Chart III-5Exports Are Heading South Second, thermal coal prices seem to be breaking down. Chart III-6 shows that the stock price of Adaro - a large Indonesian coal producing company - has already fallen by 45% in U.S. dollar terms since January, and is heralding a dismal outlook for coal prices. Chart III-6Coal Prices Are To Break Down Lower coal prices will shrink Indonesia's coal export revenues. The latter accounts for 12% of total Indonesian exports. In terms of the outlook for banks, which is a key equity sector, their share prices have been surprisingly resilient. Rising interest rates, however, will cause their NPLs to move higher hurting banks' profits, and pulling their share prices down (Chart III-7). Chart III-7Bank Stocks Are At Risk Finally, overall Indonesian equity valuations are still not attractive either in absolute terms or relative to the EM benchmark. Meanwhile, foreigners own 32% of the equity market and 37% of local currency bonds. As the rupiah slides, foreigners will rush to the exits, amplifying the currency depreciation. Bottom Line: The path of least resistance for the rupiah is down. Continue underweighting Indonesian equities and bonds and continue shorting the rupiah versus the U.S. dollar. Ayman Kawtharani, Associate Editor ayman@bcaresearch.com Footnotes 1 Please see Emerging Markets Strategy Weekly Report, "On Domino Effects And Portfolio Outflows," dated November 15, 2018, available at ems.bcaresearch.com. 2 Cash flow from operations represents net cash flow from operating activities & excludes net cash flow financing and investing activities. 3 Please see China Investment Strategy Special Report, "Revisiting China's De-Capacity Reforms," dated October 17, 2018, available at cis.bcaresearch.com. 4 Please see Emerging Markets Strategy Weekly Report, "China: Stimulus, Deleveraging And Growth," dated October 25, 2018, available at ems.bcaresearch.com. 5 Please see Emering Markets Strategy Weekly Report, "Strategic Asset Allocation For Emerging Markets," dated May 7 2013, available at ems.bcaresearch.com. 6 Please see Emerging Markets Strategy Special Report, "A Mexican Standoff - Markets Vs. AMLO," dated June 28 2018, available at ems.bcaresearch.com. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights The relative performance of developed market (DM) versus emerging market (EM) equities just corresponds to the relative performance of healthcare versus financials. On a six month horizon, DM will underperform EM. Within Europe, overweight Poland, Hungary and Czech Republic, but steer clear of energy-heavy Russia. Wait for the 10-year BTP yield to move closer to 3 percent before buying Italian assets, either in absolute or relative terms. Buy the pound on any sharp sell-offs during the Brexit psychodrama. Our medium-term expected value of pound/euro equals 1.18. Chart of the WeekDeveloped Vs. Emerging Markets = Healthcare Vs. Financials Feature They say that to capture the Zeitgeist at any moment, all you need to do is name the top five companies in the world. So here are the top five companies in the developed equity markets (DM): Apple, Microsoft, Google, Amazon, and Facebook (Table I-1). Table I-1Developed Markets: Top 5 Companies These five names do perfectly capture the spirit of our time and should not surprise you. Now look at the top five companies in the emerging equity markets (EM): Tencent, Taiwan Semiconductor, Samsung Electronics, Alibaba, and Naspers (Table I-2). Table I-2Emerging Markets: Top 5 Companies What may surprise you is that technology titans dominate in EM markets too. In fact, the technology sector's weighting in EM, at 25 percent, is even larger than in DM, at 19 percent. If technology looms even larger in EM than in DM, what is the defining sector difference between the two regions? The answer is that emerging markets have almost no healthcare stocks, and an offsetting substantial overweighting to financials (Table I-3). Table I-3Developed Markets Versus Emerging Markets: Sector Weights Developed Vs. Emerging Markets = Healthcare Vs. Financials The following is a very different way of looking at the DM versus EM investment decision and, as such, may differ from the BCA house view. As we have demonstrated time and time again on these pages, an equity market's dominant sector skew is of critical importance to investors (Chart I-2). This is because equity sector skews almost always drive regional and country relative performance. Crucially, this fundamental truth applies at the highest level too: the relative performance of DM versus EM. The Chart of the Week should leave you in absolutely no doubt that the relative performance of DM versus EM just corresponds to the relative performance of healthcare versus financials. Chart I-2Developed Versus Emerging Markets: Sector Weight Differences Nevertheless, this striking observation raises a fascinating question: what is the direction of causality? Does healthcare versus financials drive DM versus EM, or in fact does DM versus EM drive healthcare versus financials? The answer is sometimes the former, and at other times the latter. For example, a major slump in emerging economies would undoubtedly drag down global equities. In the ensuing synchronized bear market, the more defensive healthcare sector would almost certainly outperform the financials, and under these circumstances the direction of causality would clearly be from DM versus EM to global sector performance. On the other hand, absent a major bear market, if a reappraisal of sector relative valuations and growth prospects caused a rotation in sector leadership, the causality would run in the other direction: from global sector performance to DM versus EM. Such a reappraisal of sector relative valuations and growth prospects appears to be underway at the moment, and is likely to persist for the next few months. This is because the very sharp down-oscillation in global credit growth which occurred from February through September has now clearly flipped into an up-oscillation. For investors, these oscillations in global credit growth provide excellent tactical opportunities because the oscillations are very regular and therefore predictable; and the cyclical versus defensive sector performance closely tracks the oscillations. So after healthcare's strong outperformance versus financials from February through September, sector relative performance has now flipped into a reverse configuration (Chart I-3). Chart I-3An Up-Oscillation In Global Credit Growth Technically Favours Financials To be clear, this is likely a tactical opportunity lasting no more than six months or so. Nevertheless, from a DM versus EM perspective, it would imply a countertrend move within a structural trend - in which the outperformance of DM versus EM temporarily ends, or even flips into an underperformance (Chart I-4). Chart I-4An Up-Oscillation In Global Credit Growth Technically Favours EM For European equity investors, the important implication is that developed Europe versus emerging Europe closely tracks broad DM versus broad EM (Chart I-5). Of course, 'emerging Europe' is a misnomer because Poland, Hungary, Czech Republic, and even Russia are developed economies and markets. Nevertheless, as they fall within the MSCI EM index, they tend to move with EM. Chart I-5Developed Europe Vs. Emerging Europe = Developed Markets Vs. Emerging Markets The upshot is that on a tactical horizon, emerging Europe is likely to outperform developed Europe. However, given our high conviction view that non-energy commodities will continue to outperform energy, focus on Poland, Hungary and Czech Republic and steer clear of energy-heavy Russia. European Psychodrama 1: Italy Vs. The EU In the low-level game of chicken between Italy and the EU Commission over Italy's 2019 budget, the bond market will determine who swerves first. If the 10-year BTP yield rises and stays well above 4 percent, the weakened capital position of Italian banks from lower bond prices combined with deteriorating funding conditions will weigh on bank lending and economic growth. This will put pressure on the Italian government to swerve first and concede ground to the EU's demands. That said, it is hard to know the exact level of yields at which the government would reach its pain threshold. On the other hand, if the 10-year BTP yield falls and stays well below 3 percent, the bond market's insouciance would embolden the Italian government. Moreover, this apparent vote of confidence would be based on sound economics. Italy likely has a very high fiscal multiplier, meaning that a modest increase in its budget deficit to 2.4 percent would more than pay for itself through higher economic growth. Under these circumstances the EU would be under pressure to swerve first and give Italy some room for manoeuvre. The long-term investment opportunity is the Italy versus Spain sovereign 10-year yield spread. At 200 bps, the spread is at its all-time widest, and incongruous with the vanishing gap between the non-performing loans ratios in Italy and Spain. Nevertheless, our recommendation is to wait for the 10-year BTP yield to move closer to 3 percent before buying Italian assets, either in absolute or relative terms (Chart I-6). Chart I-6Remain Neutral Italian Assets Until The 10-Year BTP Yield Moves Closer To 3 Percent European Psychodrama 2: Brexit In the psychodrama called Brexit, every new plot twist and turn has the potential to move the pound up or down by a few cents in a day. The next such major twist is the passage of the withdrawal bill through the U.K. parliament in early December. The ultra Brexiteer Conservative MPs and Northern Ireland Unionists will almost certainly vote against the agreement that Theresa May has forged with Brussels. This is because the agreement conjures up the Brexiteers' worst nightmare: a potentially indefinite customs union with the EU27, making it impossible for the U.K. to strike free trade deals with the rest of the world. Hence, for Theresa May to get her agreement through parliament, she will require the support of a substantial number of Labour MPs. But the substantial numbers just aren't there. The upshot is that she is likely to lose the vote, at which point the pound will tumble. For medium-term investors, this would be the moment to buy the pound, and we now explain why. On a six month horizon, the crucial question is: what will happen when the Article 50 process for the U.K. to leave the EU expires at 11pm on March 29, 2019? There are only three possibilities: 1. The U.K. doesn't leave the EU. At this advanced stage on the timeline, not leaving the EU on March 29 2019 effectively means an extension of the Article 50 process. This would require the U.K. to apply for an extension, and for the EU27 to agree to it. But realistically, the EU27 would only agree to it to facilitate a general election and/or a second referendum which could reverse Brexit. Probability = 45%. With the parliamentary arithmetic pointing to a rejection of May's Brexit deal as it stands, an amendment to the withdrawal bill forcing a second referendum, or a lost vote of no confidence in the government could lead to this outcome. Pound/euro = 1.20, because of the realistic prospect of reversing Brexit (Chart I-7). Chart I-7British Public Opinion On Brexit Is Shifting 2. The U.K. enters a transition period to leave the EU with a negotiated agreement. Theresa May's proposed withdrawal deal, or a variation of it, is approved by the U.K parliament (and the EU27) Probability = 45%. Appropriate amendments to the withdrawal agreement might sufficiently reduce the parliamentary rebellion. Pound/euro = 1.20 because the removal of the 'no deal' outcome would liberate the BoE to hike interest rates. 3. The U.K. crashes out of the EU with 'no deal'. Probability = 10%. This outcome would be the result of a gridlock in the U.K. parliament, with no majority formed for any Brexit strategy. Unlikely, but not impossible. Pound/euro = 1.00 because the U.K. economy would face months of severe disruption and uncertainty. Based on these three possible outcomes on March 29 2019, our expected value of pound/euro equals 1.18. Meaning that any sharp sell-off during the ongoing psychodrama constitutes a medium-term buying opportunity. Dhaval Joshi, Senior Vice President Chief European Investment Strategist dhaval@bcaresearch.com Fractal Trading Model* Supporting the thesis in the main body of this report, the 130-day fractal dimension of EM versus DM recently hit its lower bound, suggesting an oversold extreme and a likely countertrend move. For a short-term trade, position for a 2.5% profit with a symmetrical stop-loss. In other trades, long Portugal / short Hungary hit its stop-loss and is closed, leaving four open trades. 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-8 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 Asset Allocation Equity Regional and Country Allocation Equity Sector Allocation Bond and Interest Rate Allocation Currency and Other Allocation 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 - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations

Highlights The October credit and housing market data present a gloomy picture for Chinese domestic demand. Trade remains buoyant, but exports are set to decline materially over the coming months. Many investors are focused too much on external demand and not enough on Chinese domestic demand. China's old economy has been deteriorating for two years, and it is unlikely that exchange rate depreciation alone will reverse this trend. A review of the drivers of credit growth during China's last mini-cycle upswing underscore that the country's monetary transmission mechanism is impaired. This suggests that investors are exposed to fiscal and regulatory policy inertia, as well as time lags once policymakers decide to aggressively stimulate. Chinese stocks may present an excellent buying opportunity over the coming year, but that point has not yet been reached. Stay neutral for now. Feature China's October trade data (released earlier this month) was a frustrating one for investors, as it revealed that market participants will have to wait even further for clarity on the magnitude and duration of the upcoming shock to exports. The strong October trade data has even led to some market participants questioning whether export growth will decelerate at all, a view that we strongly disagree with. It is true that there is no direct reason to expect that the impact of U.S. import tariffs will affect China's non-U.S. exports. But Chart 1 shows that Chinese exports to the U.S. are currently running above the pace that would be predicted by the overall trend in U.S. non-oil imports, a circumstance that is highly unlikely to continue in the face of mutual tariff imposition. Negative export "alpha" would imply a growth rate materially below the dotted line in Chart 1. As such, even though Chinese exports to the U.S. account for only 20% of total exports, the impact of an eventual "reversion to fundamentals" is likely to substantially effect the overall trend in Chinese export growth. Chart 1Export Frontrunning To The U.S. Continues Given the integrated nature of global trade, persistently strong export growth is also very likely supporting imports. Chart 2 shows that import growth has been closely correlated with domestic industrial activity since 2010, but is now running approximately 10-12 % above would normally be expected. This implies that China's overall trade momentum will weaken considerably over the coming months, which is likely to reverberate through key trade linkages in emerging markets and commodity-producing developed markets. Chart 2Current Import Growth Appears Unsustainable October's credit data was also highly significant, as it validated the view that we espoused in our recent report.1 We noted in response to the September credit release that a surge in the 3-month rate of change of adjusted total social financing (TSF) was driven by front-loaded fiscal spending that would not last. Chart 3 shows that special local government bond issuance in October fell by 650 bn RMB relative to the prior month, suggesting that (net) new fiscal stimulus will be required in order for local government bond issuance to materially boost overall credit growth. Chart 3September Was Not The Start Of A New Trend In LG Bond Issuance Finally last week's housing data release highlighted that residential sales and construction momentum is faltering (Chart 4), which was likely triggered in part by prior reductions in the PBOC's pledged supplementary lending (PSL) program. We noted in a September Special Report that the pullback in the PSL would negatively impact the housing market on a cyclical basis,2 and October's data certainly supports this view. Chart 4The Housing Market Slowed In October Don't Pin Any Hopes On A Trade "Ceasefire" Against this gloomy economic backdrop market participants have actually been incrementally positive about China over the past few weeks, in anticipation of a possible détente with the U.S. Last week's flurry of optimism about an apparently meaningful resumption in trade talks were somewhat diminished by comments from President Xi and Vice President Pence at the APEC summit over the weekend, but our geopolitical strategists believe that the odds of a short-term "tariff ceasefire" occurring at the G20 summit later this month are genuinely non-trivial (possibly as high as 30-40%). We define a "ceasefire" in this case as a commitment to refrain from any further protectionist action during a renewed period of negotiations, not an immediate and substantive deal that ends the trade war. We agree that any positive actions on the trade front are likely to lead to a short-term boost to Chinese stock prices (and global risk assets more generally). But the key question for investors is whether this will lead to a durable rally lasting several months. In our opinion, three factors argue against this view: A ceasefire probably will not lead to an agreement: There is no indication that either the U.S. or China has changed their positions concerning the dispute, with China reportedly having simply restated their previous offer in advance of the G20 summit. On the U.S. side, attempts to restart negotiations may reflect the desire to give China "one last chance" before moving to impose tariffs on all Chinese imports, which the administration may be planning as a rhetorical counter to any domestic pushback from rising consumer goods prices (the "Walmart effect"). A ceasefire will not roll back tariffs already in place: It is unlikely that the U.S. would impose tariffs on all remaining imports from China (the "third round") while negotiations are taking place. But a near-term shock to Chinese exports is still likely, because the existing tariffs on the first and second round would not be rolled back until a deal is successfully negotiated. It is even possible (albeit unlikely) that the administration will move ahead with the planned increase in the second round tariff to 25% at the end of the year despite the presence of negotiations. A ceasefire alone will not reverse the ongoing slowdown in Chinese domestic demand: The trade war between the U.S. and China is occurring against a backdrop of weaker Chinese domestic demand, a point that we have highlighted numerous times over the past year. As shown in Chart 2 above, the growth momentum of China's old economy peaked well before the trade war began, and a temporary "stay of execution" on the trade front is unlikely to change the downtrend in domestic activity. This last point is important, as it appears that many global investors are focused almost exclusively on China's negative external demand outlook and not nearly enough on weak domestic demand. Chart 5 vividly illustrates this point, by contrasting our new Market-Based China Growth Indicator with our leading indicator for the Li Keqiang Index. Our market-based China Growth Indicator is very similar to the highly informative China Play Index created by BCA's Foreign Exchange Strategy service to hedge against a possible countertrend correction in the U.S. dollar,3 but it is somewhat broader, has four asset class subcomponents, and has been built on a deviation from trend basis (see Box 1 for a description). Chart 5The Market Has Lagged The Macro Data Over The Past Three Years Box 1 Introducing The BCA Market-Based China Growth Indicator Chart A1 presents the BCA Market-Based China Growth Indicator, along with its four asset class subcomponents: currencies, commodities, equities, and rates/fixed-income. The purpose of the indicator is to act as a broad proxy of investor expectations for Chinese growth, and to illustrate which asset classes are providing the strongest/weakest growth signals. Chart A1Investors Are Incrementally Positive, But Rates Caution Against Over Optimism Table A1 presents a list of the series included in each of the asset class subcomponents, all of which were tested to ensure that they were coincident or lead the Bloomberg Li Keqiang index. The indicator is made up of an equally-weighted average of the four asset class subcomponents, and each series is equally-weighted within its respective subcomponent (meaning that the 17 series do not have equal weights in the overall indicator). Table A1Components Of The BCA Market-Based China Growth Indicator Chart A1 highlights that the commodity and equity subcomponents are currently providing the most positive signals, whereas the currency component is in line with the overall indicator. The rates component, which provided the earliest warning sign this cycle that Chinese growth was likely to decelerate, remains the weakest element of the indicator and has not been rising over the past few weeks (in contrast to the other components). The chart shows that price signals from China-related assets generally followed or even anticipated our LKI leading indicator prior to 2015, but that the reverse has been true over the past three years. The gap between the two indicators became extreme earlier in the year, and only closed once investors began to react to the emergence of the trade war. But the key point from the chart is that trade is not China's only problem, as our LKI leading indicator shows that Chinese monetary conditions, money, and credit growth have been deteriorating for the better part of the past two years. Monetary Policy: Pushing On A String? One bullish China narrative that currently prevails in the marketplace is that the odds of "big bang" stimulus rise materially in lockstep with any further deterioration in the macro data. Most recently, several China analysts have speculated that the PBOC will soon cut its benchmark policy rate, which would be an unmistakable sign that the monetary policy dial has been turned towards "maximum reflation". Ultimately, we agree with the view that investors hold a put option issued by the Chinese government, but we have strenuously argued that the strike price is considerably lower than many think. On top of this, investors face another risk, namely a circumstance where the exercise price of the China put is even lower than the government intends it to be. This situation could arise if the PBOC decides to fire its bazooka, but the resulting decline in interest rates does not materially boost credit growth. Such a scenario prevailed in the U.S. several years following the global financial crisis, when many investors characterized the Fed's efforts to boost (or at least stabilize) credit growth as "pushing on a string". Chart 6 illustrates that this actually occurred in China during its last mini-cycle upswing, raising the odds of a repeat incident that results in a meaningful lag between the approval of big bang stimulus and its reflationary effect on financial markets. The chart shows the annual change in total social financing as a share of 4-quarter trailing GDP, including and excluding local government bond issuance (both measures exclude equity financing). Chart 6No Major Acceleration In "Standard" Credit Growth In 2015-2016... While adjusted TSF excluding local government bonds technically accelerated as a share of GDP from 2015 to late last year, the rise was tepid at best (in contrast to the 2012/2013 episode). It is clear from the chart that most of the acceleration in overall credit during the 2015/2016 period came from a surge in local government bond issuance, not from "standard" credit. This is an important observation, given that interest rates declined significantly over the period (Chart 7). Chart 7...Despite A Substantial Easing In Monetary Policy From a theoretical perspective, an atypical divergence between interest rates and credit growth can occur either because of abnormal loan demand or loan supply. Chart 8 suggests that it was the latter in China in 2015/2016: loan demand reportedly rose for small/micro, medium, and large enterprises (particularly among small/micro), but the trend in loan approval barely budged (unlike in 2011/2012 when it rebounded sharply). In short, Chart 8 provides support for the view that Chinese banks did not meaningfully ease lending standards during the 2015/2016 episode, despite a substantial easing in monetary policy and (ultimately) a substantial improvement in economic conditions. Chart 8Loan Demand Responded To Lower Rates, But Lending Standards Did Not Chart 9 highlights that this almost certainly occurred because of a sharp deterioration in reported bank asset quality that began in 2014. The chart shows that both the non-performing loan and special mention loan ratios rose significantly during this period, the sum of which has only modestly declined. We highlighted the potential for NPL recognition to weigh on credit growth in our two-part joint Special Report with BCA's Geopolitical Strategy service,4 as long as the ongoing financial regulatory crackdown is even half-heartedly implemented. While Chart 8 shows that loan approval modestly ticked higher in Q3, it provides no evidence of stealth easing in financial regulation. Chart 9Banks Did Not Rush To Lend Because Of Deep Concerns Over Asset Quality The key conclusion for investors from these observations is as follows: while China can certainly decide to stimulate aggressively in response to too-weak economic conditions, an impaired monetary transmission mechanism implies that there may be a lag, possibly a substantial one, between the decision to stimulate and its reflationary impact on financial markets. This is of crucial importance to investors aiming to maximize risk-adjusted returns over a 6-12 month time horizon, and weighs heavily on our recommendations. Investment Strategy Recommendations Chart 10 shows our Li Keqiang leading indicator within its component range, a chart that remains at the core of our efforts to predict China's business cycle. The indicator has been built in such a way that a decision of policymakers to push for more local government bond issuance (like in 2015/2016), or an improvement in the efficacy of China's monetary transmission mechanism, are likely to be captured by one or more of its components. Chart 10Only A Narrow Pickup In Our LKI Leading Indicator As we noted in our November 7 Weekly Report,5 the rise in the indicator has been driven by its two monetary conditions components, which have in turn mostly been driven by the substantial weakness in the RMB over the past four months. Given that the ultimate impact of the U.S. tariffs on Chinese exports remains obscured by trade frontrunning, it is unclear if China's exchange rate depreciation will be sufficiently reflationary even to counter the upcoming export shock, let alone reverse the ongoing domestic demand slowdown. As a result, investors should be closely watching for signs of a pickup in money & credit growth, which for now remain absent. Put differently, macrofundamental support for the equity market is lacking. Despite this, Chart 11 highlights that both Chinese A-shares and the investable market are deeply oversold, which in combination with expectations of further monetary stimulus and the potential for a tariff ceasefire have many investors chafing at the bit to go long either market (or both!) over a 6-12 month time horizon. Chart 11Chinese Stocks Are Quite Oversold... Our advice is simply to wait. A trade ceasefire is unlikely to generate more than a short-term boost to stock prices, and our indicators provide the best bet to monitor whether an impaired banking system is responding to any further easing in monetary policy. Finally, while we agree that stocks have priced in a meaningful decline in earnings, that earnings adjustment process has yet to even begin. Chart 12 illustrates the point where Chinese stocks bottomed in relation to the last major decline in earnings, suggesting that stocks need both a valuation discount and earnings clarity before putting in a durable bottom. The latter is missing and may stay missing for several months, highlighting that an outright long position remains premature. Stay tuned! Chart 12...But We Have Yet To Even Begin The Earnings Adjustment Process Jonathan LaBerge, CFA, Vice President Special Reports jonathanl@bcaresearch.com Footnotes 1 Pease see China Investment Strategy Weekly Report "Is China Making A Policy Mistake?", dated October 31, 2018, available at cis.bcaresearch.com. 2 Pease see China Investment Strategy Special Reports "China's Property Market: Where Will It Go From Here?", dated September 13, 2018, available at cis.bcaresearch.com. 3 Pease see BCA Foreign Exchange Strategy Weekly Report "The Dollar And Risk Assets Are Beholden To China's Stimulus", dated August 3, 2018, available at fes.bcaresearch.com. 4 Pease see China Investment Strategy Special Reports "China: How Stimulating Is The Stimulus?", dated August 8, 2018, and "China: How Stimulating Is The Stimulus? Part Two", dated August 15, 2018, available at cis.bcaresearch.com. 5 Pease see China Investment Strategy Weekly Report "Checking In On The Data", dated November 7, 2018, available at cis.bcaresearch.com. Cyclical Investment Stance Equity Sector Recommendations

Special Report

Highlights As investors increasingly look at allocating assets based on environmental, social, and governance (ESG) considerations, these strategies are becoming less niche. We look at different ESG investing strategies, in both equities and bonds, and analyze their historical risk-adjusted returns and performance in bear markets and recessions. We find that ESG indices have at least performed in line with, and often outperformed, aggregate indices, with lower volatility. However, performance varies from region to region and between asset classes. Markets with the worst ESG standards tend to see the biggest improvement in performance when ESG factors are considered Feature Increasing investor interest in environmental, social, and governance (ESG) investing poses a big question for money managers: how does an allocation to ESG investments affect the return and volatility profile of a traditional portfolio? This Special Report addresses the following issues: What are the risk-return characteristics of ESG investments from a top-down perspective? Do ESG investments provide recession/bear market protection? What are the unique challenges that money managers using an ESG strategy need to account for? A Brief Overview Of ESG To begin, we need to define what exactly ESG investing means. We see it as any investment activity that recognizes a certain set of principles to screen for environmental, social, and governance standards. ESG investing, as a term, is relatively new. However, the core concept can be traced back several decades. During the 20th century, ethical investing (EI) emerged, as investors applied faith-based criteria to their investments. From the 1980s, socially responsible investing (SRI) allowed investors to focus on social and environmental goals, in addition to their ethical beliefs. This was mainly due to an increased global awareness of environmentalism that emerged in this period, following events such as the Exxon Valdez oil spill in 1989 and claims of labor-rights abuses in various industries. In the early 2000s, ESG investing arose from investors' increasing awareness of the need to include corporate governance as an additional screening to SRI investing. The inclusion of the governance factor was also due to numerous corporate scandals, such as Enron's bankruptcy in 2001. Simply put, ESG is a broader concept than the previous incarnations of ethical investing. Throughout the early 2000s, various global initiatives started supporting the cause of ESG investing. The United Nations launched the Principles for Responsible Investing (PRI) in 2006 to promote ESG investing among institutional investors.1 Based upon six pillars, the PRI aims to encourage the use of ESG factors by investors in their investment process. Currently, most of the demand for ESG investing comes from larger financial institutions, particularly pension funds, whereas smaller investment institutions and retail investors lag in their interest. The Global Sustainable Investment Alliance (GSIA) has released a global standard classification to distinguish between the different ESG strategies as summarized in Table 1. Negative screening, positive screening, and corporate engagement are the most used strategies, while themed investing and targeted-situation investing have relatively less allocation. Figure 1 illustrates various examples of which types of investments might fall under ESG.2 Table 1Global Standard ESG Classification* Figure 1Types Of Investments That Fall Under ESG* The total market size of "sustainable investing" is difficult to quantify, due to the wide range of securities that could fall under this ambiguous label. According to the 2016 Global Sustainable Investment Review, published bi-annually by the GSIA, global ESG assets under management (using a very broad definition of ESG) totaled $22.9 trillion dollars as of 2016, a 25% increase from 2014.3 The development of cleaner energy sources, changing social norms, interest by millennials in environmental and social issues, and regulation are among the drivers of this growth. The increasing number of ETFs and mutual funds that define themselves as "socially conscious", standing at 279 as of Q3 2018, also demonstrates the growing interest in ESG investing.4 Additionally, the number of active managers integrating ESG factors in their investment strategy has grown (Chart 1). Chart 1Growing Interest... Increasing investor demand has translated into further transparency from companies. According to the Governance & Accountability Institute, the number of S&P 500 firms that disclose their sustainability, corporate governance and social responsibility performance more than quadrupled between 2011 and 2017 (Chart 2).5 Chart 2...More Transparency However, transparency is not the only barrier to the growth of ESG investing. The term ESG is still utilized and defined in different ways, confusing investors. A joint survey by the UN and the CFA Institute showed that 43% of U.S. equity and fixed income investors cited a lack of historical data, and 41% limited understanding and knowledge of ESG issues as the top barriers to incorporating ESG.6 Additionally, due to the lack of a standardized reporting system, investors cannot properly assess and compare ESG metrics across firms.7 ESG factors tend to be hard to quantify. Inconsistent ESG ratings due to differences in data analysis and reporting contribute to the lack of comparability. Investors should do their own thorough due diligence before investing. Various funds that screen for "socially responsible" criteria do sometimes include controversial stocks. For example, Vanguard's SRI European Stock Fund includes Royal Dutch Shell and British American Tobacco plc amongst its top 10 holdings.8 Risk-Return Characteristics9 To compare returns across regions, we use the MSCI ESG Leaders Index, which MSCI describes as using a best-in-class strategy and excluding companies involved in the alcohol, gambling, tobacco, nuclear power, and weapons businesses. It also minimizes sector-based tracking error by targeting 50% of the market capitalization within each GICS sector.10 MSCI assigns companies an ESG rating ranging from AAA to CCC; companies must maintain a rating above BB to be eligible for inclusion. We use the Bloomberg Barclays MSCI Socially Responsible Indices for our fixed-income comparisons. These indices use a negative screening process to exclude issuers involved in businesses that are in conflict with social and environmental values. Historical data for ESG indices tend to be limited; the earliest data-point for the MSCI ESG Leaders Index is September 2007. We analyze historical metrics for two periods: one starting September 2007, and the other starting July 2009 to show returns after the negative impact of the Global Financial Crisis (GFC). Tables 2 and 3 show that equity investors have enjoyed higher risk-adjusted returns on equity ESG indices thanon standard equity indices. However, this is not the case across all regions. The global ESG equity index outperformed in both periods, with lower volatility (Chart 3). In the U.S. and U.K., ESG indices underperformed their conventional counterparts, but in the euro area, China and Canada they significantly outperformed, while achieving lower volatility (charts for all countries shown in the Appendix). Emerging markets are perhaps the biggest surprise, since here the ESG index outperformed by over 3.5% annually in both periods. However, EM outperformance was mainly driven by China (Chart 4). Table 2Equities: Risk-Return Profile (September 2007 - October 2018) Table 3Equities: Risk-Return Profile (July 2009 - October 2018) Chart 3ESG Equities: Global Outperformance Chart 4China Drove EM Outperformance A study conducted by MSCI ESG Research showed that stock selection had the biggest contribution to the excess return of the emerging markets ESG equity indices, followed by sector-selection tilts. In fact, stock-selection added value in most regions, except the U.S. The MSCI ESG Leaders Index excludes firms such as Amazon (for its labor practices), Apple (supply-chain issues), and Facebook (privacy and data security) from both the U.S. and the global ESG indices, which resulted in its relative poor performance during the strong technology market of the past few years. Some argue that the regions with the worst ESG standards tend to see the biggest improvement in performance when ESG factors are considered. However, a debate then arises as to whether ESG ratings can be taken at face value, or should simply be an input into a broader analysis.11 One of the most surprising results from Tables 2 and 3 is the finding that the global ESG index has lower volatility, given the more idiosyncratic risk of ESG indices, which have on average only about half the number of constituents of aggregate market indices. The concentration - based on a Herfindahl-Hirschman Index (HHI) - of the top 10 ESG constituents is about four times that of the broad indices. ESG equity indices trade at lower PE multiples than traditional indices. Chart 5 shows that, on average, ESG equities' outperformance has been mainly driven by stronger relative earnings growth rather than relative multiple expansion. Earnings contributed 48% to total return growth for the ACWI ESG index, compared to 41% for its counterpart. PE expansion contributed 21% of the ESG index's total return, compared to over 30% for the ACWI index. Chart 5Drivers Of Return The conclusions are not very different for fixed income (Table 4). There is little difference between returns for corporate SRI bonds and investment grade bonds. Despite the slight sector tilts towards financials and banks in SRI Bond Indices, the indices have largely tracked each other (Chart 6). Table 4Bonds: Risk-Return Profile (July 2009 - October 2018) Chart 6ESG Bonds: No Difference In Performance Only a limited amount of research has been conducted into the importance of ESG factors for credit portfolios, but several papers concluded that ESG scores do not significantly impact performance, though there was some evidence that bonds of companies with higher ESG scores actually trade at wider spreads.12 Recession/Bear Market Protection Despite the efforts of ESG providers to limit sector-based tracking error, ESG equity indices still tend to have sector tilts due to over- and under-weighting firms based on their ESG scores. Sectors such as Information Technology, Financials, Communication Services, and Healthcare usually are favored relative to Materials, Industrials, and Energy. However, the magnitude of these tilts differs from region to region, and understanding the scope of these tilts is important when considering an ESG allocation. For example, the Chinese MSCI ESG Leaders Index is heavily skewed towards Communication Services (one stock, Tencent, in particular). Simply put, the sector composition/index construction of ESG indices alters their cyclicality and, therefore, performance. To understand this, it is important to observe this behavior over as many cycles as possible. To analyze this, we looked at the U.S. MSCI KLD 400 Index, one of the oldest ESG indices, with data starting in 1990. In 2001-2002 (the aftermath of the tech bubble), the KLD 400 underperformed the S&P 500 due to the former's larger exposure to tech. On the other hand, during the 2007-2008 GFC, the KLD 400 had a smaller drawdown than the S&P 500 (Chart 7). Chart 7Sector Tilts Matter Additionally, Table 5 shows that an ESG allocation has tended to at least perform in line with equities overall, if not slightly outperform them, during bear markets. The MSCI KLD 400 outperformed the S&P 500 by an annualized average of 1% in the past five bear markets.13 Table 5Bear Market Protection? We performed a risk-return analysis of a portfolio consisting of 60% conventional equities and 40% investment-grade bonds, compared to similarly weighted ESG-focused equity and fixed income indices. The results for the three regions for the period July 2009 and October 2018 are shown in Chart 8. Chart 8Portfolio Performance (Jul 2009 - Oct 2018) The global and the euro area multi-asset ESG portfolios outperformed the conventional portfolios by 2 and 10 bps a year respectively while achieving slightly lower volatility. The U.S. ESG portfolio, on the other hand, slightly underperformed due to the underperformance of the ESG equity index in a strong tech market of the past nine years. Conclusion From the above analysis, we would draw the following conclusions: There is little evidence that ESG investing detracts from performance. In fact, there is some evidence that it can provide some outperformance and bear-market protection depending on the ESG index composition. Consideration of ESG factors in taking investment decisions needs to go beyond simply looking at ESG scores. Incorporating ESG analysis will increasingly become a core step in assessing risk for both equity and fixed-income investors. Index methodology and construction, as well as sector composition, play a big role in evaluating expected performance. ESG indices are growing. As of end of 2017, there were 42 ESG-focused equity indices by the major three providers as shown in Appendix Table 1. We expect to see more as ESG becomes increasingly acknowledged. Amr Hanafy, Research Associate amrh@bcaresearch.com Footnotes 1 Please see https://www.unpri.org/pri/about-the-pri 2 Please see https://www.ussif.org/files/Publications/Retail_Investor_Guide.pdf 3 Please see http://www.gsi-alliance.org/wp-content/uploads/2017/03/GSIR_Review2016.F.pdf 4 Please see Charles Schwab, Socially Conscious Funds List https://www.schwab.com/public/file/P-9561751/. Based on data from Morningstar, Inc. 5 Please see https://www.ga-institute.com/press-releases/article/flash-report-85-of-sp-500-indexR-companies-publish-sustainability-reports-in-2017.html 6 Please see ESG Integration In The Americas: Markets, Practices, And Data https://www.unpri.org/download?ac=5397 7 Please see CFA Financial Analysts Journal, Third Quarter 2018, Volume 74, Issue 3 https://www.cfapubs.org/doi/pdf/10.2469/faj.v74.n3.full 8 Please see https://global.vanguard.com/portal/site/loadPDF?country=ch&docId=14053 9 It is important to note that, in this report, we make no assumptions regarding the methodology or ESG ranking scores of the indices discussed, but rather take them as given by their providers (MSCI and Bloomberg Barclays). 10 Please see https://www.msci.com/eqb/methodology/meth_docs/MSCI_ESG_Leaders_Indexes_Methodology_June_2017.pdf 11 Please see http://www.whebgroup.com/what-do-esg-ratings-actually-tell-us/#_edn4 12 Please see https://static.macquarie.com/dafiles/Internet/mgl/global/shared/sf/images/corporate/asset-management/investment-management/understanding-esg-in-credit-portfolios.pdf?v=3 13 Bear markets defined as a drawdown of 15% lasting more than three months. Appendix Appendix Table 1ESG Equity Indices Appendix Chart 1ESG Equities: U.S. Appendix Chart 2ESG Equities: Euro Area Appendix Chart 3ESG Equities: Emerging Markets Appendix Chart 4ESG Equities: Canada Appendix Chart 5ESG Equities: U.K. Appendix Chart 6ESG Bonds: U.S. Appendix Chart 7ESG Bonds: Euro Area

Overweight The recent carnage in oil markets has breathed a huge sigh of relief into the S&P airlines index (most of which do not hedge fuels costs) as the collapse in WTI crude oil prices has also taken down kerosene prices. As we noted in our early-summer report when we added an upgrade alert to this sector, a letup in jet fuel prices would be the catalyst for a change in view1; we executed this upgrade in Monday's Weekly Report. The second panel of our chart shows that input cost relief will be a key driver of a rebound in relative airline profits in the coming months. However, not only will airlines get a boost from falling jet fuel prices, but also demand for travel remains upbeat. Consumer confidence is sky high and consumer spending is running at a healthy clip, at a time when job certainty is high and wage inflation is making a comeback (third and bottom panels). Adding it up, it no longer pays to be bearish airlines. Firming pricing power on the back of recovering demand coupled with input cost deflation suggest that an earnings led recovery in the S&P airlines index is in order. Bottom Line: We crystallized gains of 18% since inception and lifted exposure to an above benchmark allocation on Monday, please see our Weekly Report for more details. The ticker symbols for the stocks in this index are: BLBG: S5AIRL - DAL, LUV, UAL, AAL and ALK. ​​​​ 1 Please see BCA U.S. Equity Strategy Insight Report, "Could Jet Fuel Be The Tailwind Airlines Need?" dated June 6, 2018, available at uses.bcaresearch.com.

Highlights The ongoing selloff in EM risk assets and commodities resembles a domino effect. Given that domino effects transpire in bear markets - not corrections - we believe that EM risk assets and commodities are indeed in a bear market. We continue to recommend short positions in EM risk assets and underweighting EM versus DM. Finally, we rank individual developing countries in terms of their vulnerability to foreign portfolio capital outflows based on their share of foreign equity and domestic bond holdings. Feature The fundamental case for our negative stance on EM risk assets continues to rest on the following: A deepening slowdown in global trade due to weakening demand in Chinese and EM economies alongside the Federal Reserve's determination to tighten policy are creating a toxic mix for EM risk assets, a stronger U.S. dollar and negative spillovers into DM markets. With the exception of China's latest trade data, which were inexplicably strong,1 recent trade data out of Asia indicate the region's exports are faltering, as evidenced by slumping outward shipments of Taiwan and Korea (Chart I-1). Chart I-1No Improvement In Asian Exports Importantly, not only has capital spending decelerated in China but household spending growth has also slowed considerably. Chart I-2 illustrates that the marginal propensity to spend among mainland households has diminished, passenger car sales are contracting and the nominal growth rate of retail sales of consumer goods has plummeted from 10% last year to 4%. Chart I-2Chinese Consumer Is Decelerating That said, observing past and current economic data alone does not offer enough information to gauge whether a selloff is a correction or a bear market. To assess the potential for further downside in risk assets, one needs to exercise judgement on the growth outlook. The latter is often contingent on the presence of imbalances and excesses as well as potential policy responses and their effectiveness. We have elaborated on these topics - in particular why lingering excesses and imbalances in China/EM could make the present global cyclical downturn extensive - at great length in past reports2 and we will not repeat our arguments today. Instead, this week we focus on the nature and character of the equity selloff to understand whether this is a correction or a bear market. In addition, we estimate the degree of foreign investors' positioning in individual EM equity and local bond markets, with the aim of gauging risks of potential portfolio outflows. Domino Effects Occur During Bear Markets Bear markets evolve in phases resembling domino effect-like patterns, where some markets lead while others lag. In contrast, corrections are abrupt and the majority of markets drop concurrently. For example, the EM crises in 1997-'98 did not occur simultaneously across all EM countries. It began in July 1997 with Thailand, then spread to Korea, Malaysia and Indonesia and finally to the rest of Asia. By August 1998, Russian financial markets had collapsed, triggering the Long-Term Capital Management (LTCM) debacle. The last leg of the 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. Corporate spreads began widening, and bank share prices rolled over in June 2007. Next, the S&P 500 and EM stocks peaked in October 2007 (Chart I-3). Despite these developments, commodities prices and EM currencies continued to rally until the summer of 2008, finally collapsing in the second half of that year (Chart I-3, bottom panel). Chart I-3Domino Effect In 2007-08 We discussed the nature of the current EM selloff in our June 14 report titled, "EM: Sustained Decoupling, Or Domino Effect?" In that report,3 we argued that the selloff in EM risk assets fits the pattern of a bear market - not a correction. We also noted that the odds of U.S. stocks and corporate bonds remaining resilient in the face of a deepening EM selloff were low. In the past month, U.S. equities and corporate bonds have sold off, validating our thesis. In terms of market dynamics, the following observations are noteworthy: The selloff in global risk assets that commenced early this year resembles that of a domino effect, and therefore fits the pattern of a bear market. Following the initial selloff in early February, U.S. stocks recovered and made new highs, but EM risk assets and DM ex-U.S. share prices continued to riot. Since early October, the selloff has snared U.S. stocks and more recently U.S. corporate bonds. Within the EM universe, it began with Turkey and Argentina, then spread to Indonesia, South Africa and Brazil. Chinese, Korean and Taiwanese equities held up until the middle of June. By the second half of June, the selloff spread to these markets as well, causing severe damage. A similar rotational selloff developed in the commodities space. Precious metals prices were the first to drop; followed by industrial metals. While oil made new highs in October, crude oil prices have lately recoupled to the downside. Interestingly, crude oil prices have rolled over at their very long-term moving averages - a phenomenon that often marks a major top and is followed by a large decline (Chart I-4). Chart I-4A Major Top In Oil In terms of market indicators, some of our favorites are signaling more downside in share prices. First, China's narrow money (M1) growth has been a good marker for EM share prices; currently, it is extremely weak and has not yet turned up (Chart I-5). Chart I-5Chinese Money Supply & EM Stocks Second, both U.S. and EM share prices always deflate in tandem with a rise in their corporate bond yields, as illustrated in Chart I-6. Chart I-6Corporate Bond Yields Point To Lower Share Prices Importantly, yields on Chinese property companies' offshore bonds have surged and spreads have widened dramatically (Chart I-7). Such high cost of capital entails a dismal outlook for construction activity and industries that are exposed to it. These include global industrials and materials. Chart I-7A Stress In Chinese Real Estate Credit Table I-1 segregates the EM equity selloffs of the past 35 years into corrections (Table I-1A) and bear markets (Table I-1B). The duration of the corrections range from one to three months, while for bear markets it is three to 19 months. The current EM equity selloff is already 9.5 months old and its drawdown is 25%. As such, it qualifies as a bear market, not a correction. Table I-1 Interestingly, this year the global equity index has exhibited a very similar profile to its 2000 top - Chart I-8 overlays the MSCI global stocks index in U.S. dollars with its profile in 1997-2002. Global share prices peaked in January 2000, attempted a failed breakout in March, and after several months of moving sideways, began plunging in September 2000. The behavior of the equity market this year is very similar to what happened in 2000. Chart I-82018 Top = 2000 Peak? This does not mean the current global equity selloff will last as long as or will be as severe as it was in 2000-2002, but the similarities between these episodes are noteworthy. Some investors have hypothesized that a blow-off phase in global stocks will likely occur when the Fed halts its tightening. Although this is a plausible argument, it is important to note that the rally in global stocks from the early 2016 lows to the tops reached this year was of similar magnitude to the surge that occurred in global equities from their 1998 lows to their peak in 2000. Is a widely expected blow-off phase in global share prices behind us? Only time will tell. Finally, the U.S. equal-weighted stock index as well as share prices of Goldman Sachs and J.P. Morgan - the two financial behemoths leveraged to financial markets - have exhibited negative technical chart patterns (Chart I-9). These are also warnings signals for U.S. share prices and risk assets worldwide. Chart I-9Bearish Technicals In U.S. Stocks How far will this selloff go? Table I-2 compares the current selloff with the one in 2015, when global manufacturing and trade growth flirted with contraction and global cyclical sectors plunged due to a slowdown in China and EM. Table I-2Drawdown In Various Equity Indexes In 2015 And 2018 The current selloff is likely to be at least as bad, if not worse. This is because EM risk assets have entered this selloff more overbought than they were in 2015. We discuss the topic in the following section. Bottom Line: The selloff in EM risk assets and currencies has further to run. Stay short / underweight. EM Portfolio Outflows: Vulnerability Ranking The U.S. dollar is attempting to break out to new cyclical highs, and the odds are in its favor. Both the Fed's tightening and the ongoing global trade slowdown will foster the U.S. dollar rally. As EM currencies depreciate further, there will be considerable pressure on foreign investors to sell their EM assets. To gauge how vulnerable various developing countries are to foreign capital outflows, we have determined how individual countries rank with respect to their share of foreign equity and domestic bond holdings. Table I-3 ranks individual bourses by the share of foreign equity ownership in their largest companies accounting for at least two-thirds of market cap.4 Table I-3What Is The Share Of Foreign Ownership In Local Bourses? This ranking illustrates that South Africa, the Czech Republic, Taiwan, Russia and Hungary have the highest share of foreign holdings, while Colombia, Malaysia, Chile, Thailand and Indonesia have the lowest. China is not a part of this list because its investable stocks are traded in various jurisdictions, making it difficult to define foreign investor ownership. To put the current penetration of foreign ownership into historical perspective, Table I-4 juxtaposes the current share of foreign stock ownership for select bourses with the one from March 2015 - just before the freefall in EM share prices. The share of foreign ownership is larger now than back in March 2015 for Brazil, Turkey and India, while it is lower for Indonesia and unchanged for Russia. Table I-4Share Of Foreign Ownership In Stocks: March 2015 Vs. Today Foreign purchases of local currency bonds have been a major source of capital flows for developing countries as well. Critically, exchange rates substantially influence foreign investors' returns in EM local bonds, as illustrated in Chart I-10. Therefore, EM currency depreciation will lead to further outflows from their local bonds. Chart I-10Return On EM Domestic Bonds: In USD & Local Currency Table I-5 demonstrates that foreigners hold the largest share of domestic bonds in Peru, the Czech Republic, South Africa, Indonesia and Mexico. Meanwhile, India, Brazil, Korea, Thailand and Hungary have the lowest share of foreign investors in their local currency bonds. Table I-5Share Of Domestic Bonds Held By Foreigners The scatter plot in Chart I-11 brings together the share of foreign ownership of equities on the X axis with the share of foreign ownership of local currency bonds on the Y axis. Chart I-11EM Portfolio Outflow Vulnerability Assessment Based on this diagram, South Africa, the Czech Republic, Peru, Mexico and Russia seem to be the most at risk of foreign portfolio outflows, while Colombia, Malaysia, Thailand and India seem to be the least vulnerable. These rankings are only one of the indicators we look at when forming our asset allocation across EM countries. We are currently overweight equity markets in Korea, Thailand, Brazil, Mexico, Colombia, Chile, Russia and central Europe. Our equity underweights are Indonesia, India, the Philippines, Hong Kong, South Africa and Peru. In the local-currency bond space, we favor Korea, Thailand, Brazil, Mexico, Chile, Russia and central Europe. The markets to underweight or avoid are Indonesia, the Philippines, Malaysia, South Africa and India. A complete list of our overweights and underweights across EM equities, fixed-income, credit and currencies as well as specific trade recommendations can be found each week at the end of our reports (please see pages 11-12). Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Stephan Gabillard, Senior Analyst stephang@bcaresearch.com 1 Most likely they reflect the frontrunning of U.S. import tariffs. 2 Please see Emerging Markets Strategy Weekly Report "Is The EM Pendulum About To Swing Back?" dated November 8, 2018, the link is available on page 13. 3 Please see Emerging Markets Strategy Weekly Report "EM: Sustained Decoupling, Or Domino Effect?" dated June 14, 2018, available at ems.bcaresearch.com. 4 We weighted each company's share of foreign stock ownership by their respective market cap weight. The result is an equity market cap-weighted proxy for the share of foreign stock ownership by country. All of these data are from Bloomberg Finance L.P. and dates as of November 12, 2018. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights Bond yields have trapped equities, and equities have trapped bond yields. The double-digit investment opportunities are within asset-classes. From a tactical perspective: Banks will outperform the broad market. EM will outperform DM. The Eurostoxx50 will briefly outperform the S&P500. Raw industrial commodities will outperform crude oil. Feature What has been the biggest driver of financial markets this year? Trade wars and the emerging market slowdown? The budget spat between Italy and the EU Commission? The U.S. mid-term elections? Or perhaps, central bank policy normalization? These are all sensible answers, and each one has generated endless output of commentary and analysis. But none of these tells the biggest story of 2018. Chart of the WeekIn 2018, Bond Yields Have Trapped Equities, And Equities Have Trapped Bond Yields The Biggest Story Is Not Economics Or Politics... It Is Mathematics This year, the two largest five-day plunges in the global stock market - 6 percent in February and 7 percent in mid-October - resulted directly from the two largest five-day spikes in the global bond yield (Chart I-2 and Chart I-3). This simple observation reveals the biggest story in the financial markets this year: the hypersensitivity of the stock market to rising bond yields, and especially when the global 10-year yield approaches 2 percent - or equivalently 'the rule of 4': when the sum of the 10-year U.S. T-bond, German bund and Japanese government bond approaches 4 percent (Chart of the Week).1 Chart I-2Equities Plunged In February After A Spike In Bond Yields Chart I-3Equities Plunged In October After A Spike In Bond Yields With the global stock market now flat year-to-date, it follows that excluding these two five-day plunges, global equities would be comfortably higher even with the emerging market slowdown, trade war quarrels, and political spats. Meaning that this year's market action is not explained by economics or by politics. It is explained by mathematics, and specifically the great misunderstanding of investment risk. Previous reports have focused on this great misunderstanding, most recently Risk: The Great Misunderstanding Of Finance, to which we refer our readers. Here, we will just summarize:2 An investment's risk depends on the negative asymmetry of its short-term returns. At very low bond yields, bond returns develop the same negative asymmetry as equity returns. This means that equities lose their excess riskiness versus bonds, requiring equity valuations to experience a phase transition sharply higher. But when bond yields normalize, equities regain their excess riskiness versus bonds - and their valuations must suffer a phase transition sharply lower. This phase transition to sharply lower equity valuations is most pronounced when the global 10-year bond yield rises to 2 percent. This dynamic has proved to be the biggest driver of financial markets in 2018, and is likely to be the biggest driver in 2019 too. Essentially, higher bond yields can suddenly and viciously undermine the valuation support of equities, limiting the upside in the stock market (Chart I-4). In turn, a plunge in the stock market and other risk-assets threatens a disinflationary impulse, limiting the sustainable upside in bond yields. Chart I-4Equities Remain Richly Valued In effect, bond yields have trapped equities, and equities have trapped bond yields (Chart I-5). The result is that in 2018 the global asset-classes: equities, bonds, commodities, and cash have all ended up going nowhere. Indeed, the global 30-year bond yield has been trapped since early 2017!3 Chart I-5The Global 30-Year Bond Yield Has Been Trapped For Two Years The Double-Digit Investment Opportunities Are Within Asset-Classes Although the global asset-classes have ended up going nowhere this year (Chart I-6), 2018 has still provided double-digit investment opportunities. But to find these double-digit opportunities, you have to look below the main asset allocation decision to within the asset-classes, in sector, region and country allocation. Chart I-6In 2018, Global Asset-Classes Have Ended Up Going Nowhere For example, until very recently: banks had underperformed the broad equity market by 10 percent globally and 25 percent in Europe; emerging market equities had underperformed developed market equities by 15 percent; the Eurostoxx50 had underperformed the S&P500 by 13 percent; and raw industrial commodities had underperformed crude oil by 30 percent. But in the last month or so, these strong trends have exhausted and even started to reverse: banks have started to outperform the market; the Eurostoxx50 has eked ahead of the S&P500; emerging market equities have retraced versus developed market equities; and raw industrial commodities have made up much lost ground on crude oil (Charts I-7 - Chart I-10). One important reason is that the sharp down-oscillation in global credit growth which was responsible for many of this year's intra asset-class trends has now clearly rebounded into an up-oscillation. Chart I-7Banks Have Started To Outperform Chart I-8The Eurostoxx50 Is Starting To Outperform The S&P500 Chart I-9EM Has Started To Outperform DM Chart I-10Industrial Commodities Are Starting To Outperform Crude Oil Hence, we expect these trend reversals to continue in the coming months. From a tactical perspective only, this means: 1. Banks will outperform the broad market. 2. EM will outperform DM. 3. The Eurostoxx50 will briefly outperform the S&P500. 4. Raw industrial commodities will outperform crude oil. Such an inflection point can leave investors scratching their heads in confusion, because sector performances seem to conflict with the economic data releases. But the conflict is easily resolved. Though we are now in mid-November, the economic data releases - for example, German exports - are a lagging indicator, referring to a time in the past, September, when global credit growth might still have been in a down-oscillation. Whereas the financial markets - for example, bank equities' relative performance - are a contemporaneous indicator, sensing credit growth's switch to an up-oscillation in real-time. Always remember that market prices move on the marginal change in information and expectations. To be absolutely clear, we are not referring to the business cycle. We are referring to predictable oscillations in credit growth that occur within the business cycle, but which nevertheless create double-digit investment opportunities - such as bank equities' relative performance. The Importance Of 6-Month Credit Growth Still, several clients have asked about our choice of 6-month credit growth, as it appears to be an arbitrary period plucked out of thin air or, more cynically, 'data-mined'. In fact, our choice of 6-month growth has a rock-solid foundation in economic theory.4 For any item, if supply lags demand by a period t, then economic theory proves that both the quantity of the item and its price will experience oscillations with half-cycle length t. Clearly, bank credit is such an item whose supply does lag demand. For example, a mortgage is only allocated and released after a time-consuming process of checking collateral and creditworthiness. For bank credit in aggregate, the lag between demand and supply, and specifically final spending of the funds, averages six to eight months. Once you accept this fundamental truth, it follows that credit growth must also experience oscillations whose half-cycles last six to eight months. So we end with a very important investment lesson. If you only look at the conventionally examined year-on-year credit growth data, you will not see the predictable oscillations in 6-month credit growth. And if you do not look at 6-month credit growth, you will miss the double-digit investment opportunities that are always on offer (Chart I-11). Chart I-11A Sharp Down-Oscillation In Global Credit Growth Has Rebounded Into An Up-Oscillation The choice is yours. Dhaval Joshi, Senior Vice President Chief European Investment Strategist dhaval@bcaresearch.com 1 We use the MSCI All Country World Index in local currency terms to capture the global stock market. 2 Negative asymmetry of returns means the possibility of larger short-term losses than short-term gains. Please see the European Investment Strategy Weekly Report, "Risk: The Great Misunderstanding Of Finance", October 25, 2018 available at eis.bcaresearch.com. 3 Please see the European Investment Strategy Weekly Report, "Trapped: Have Equities Trapped Bonds?", September 13, 2018 available at eis.bcaresearch.com. 4 Please see the European Investment Strategy Special Report, "The Cobweb Theory And Market Cycles", January 11, 2018 available at eis.bcaresearch.com. Fractal Trading Model* Palladium has outperformed nickel by 50% in the past three months, but this strong trend is nearing exhaustion according to its 65-day fractal dimension. Hence, this week's trade recommendation is long nickel/short palladium setting a profit target of 14% with a symmetrical stop-loss. For any investment, excessive trend following and groupthink can reach a natural point of instability, at which point the established trend is highly likely to break down with or without an external catalyst. An early warning sign is the investment's fractal dimension approaching its natural lower bound. Encouragingly, this trigger has consistently identified countertrend moves of various magnitudes across all asset classes. Chart I-12 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 Asset Allocation Equity Regional and Country Allocation Equity Sector Allocation Bond and Interest Rate Allocation Currency and Other Allocation 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 - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations