Correlations

Special Report

Highlights A supply-driven spike in oil prices in early 2019 is now a highly likely scenario. This represents a potential risk to our current high-conviction view that global bond yields will continue to rise over the next year. Oil prices north of $100/bbl would have negative implications for global growth, especially with a rising U.S. dollar likely to magnify the inflationary impact outside the U.S. A spike in oil prices could alter the recent positive correlation between global bond yields and oil (through higher inflation expectations), even turning into a negative correlation (through weaker expected economic growth). The most reliable historical correlations suggests that more volatile oil prices will lead to greater volatility for both bond yields and corporate credit spreads. Feature The BCA house view remains unequivocally bond bearish, led by additional upside potential for U.S. Treasury yields. The Fed will continue to deliver a steady pace of rate hikes over at least the next year in response to a strong U.S. economy that is fueled by fiscal stimulus and operating well beyond full employment. U.S. bond markets are not discounting enough potential tightening and inflation expectations remain below levels consistent with the Fed's 2% inflation target, so Treasury yields have room to rise further. While we are comfortable with our high-conviction bearish view on government bonds, we recognize that it is prudent to look for potential scenarios that could derail our base-case scenario. Especially since our once out-of-consensus expectation of higher global yields is now a widely-held view among investors, with Treasury yields breaking out to new cyclical highs in recent weeks. One such risk could come from a spike in oil prices in early 2019, and its potential aftermath. A confluence of geopolitical (Iran, Venezuela) and monetary policy risks (Fed tightening, rising U.S. dollar) will likely stoke oil price volatility next year. This will eventually lead to higher bond market volatility both in developed markets (DM) and emerging markets (EM) - a relationship that has had a far more reliable correlation over time than the direct relationship between oil prices and yields (Chart 1). Chart 1Oil Vol & Bond Vol Are Linked In this joint Special Report, BCA's Commodity & Energy Strategy and Global Fixed Income Strategy services explore how a changing relationship between oil and interest rates could affect the future behavior of global bond markets and, by association, returns to fixed income portfolios. Growing Odds Of A 2019 Oil Price Spike Global oil markets are tightening. While oil demand growth is slowing somewhat, exports from two of OPEC's largest producers - Iran and Venezuela - are falling precipitously. U.S. sanctions against the former, and the unabated collapse in the latter's economy will together remove some 2mm barrels/day (b/d) of supply from an already tight market next year. Global oil inventories are drawing down, while spare capacity is perilously low, leaving little in the way of readily available backup supply to deal with an unplanned production outage even in a minor oil-exporting state. The confluence of these factors is setting the global oil market up for a supply shock, which could take prices to $100/bbl in 1Q19 (Chart 2).1 Those high prices are likely to be sustained, and we expect Brent crude oil, the global benchmark, to trade at $95/bbl on average over the course of next year. Chart 2Get Ready For $100/bbl Oil In Q1 2019 Against this physical reality, the Fed remains set to continue normalizing interest rates. With other major central banks remaining relatively accommodative, widening rate differentials (Chart 3) will continue to support the U.S. dollar (USD). This will, all else equal, increase the cost of oil in local currency terms outside the U.S., hitting EM economies particularly hard if the price move is both as large, and as rapid, as we expect. Chart 3Rate Differentials Will Remain USD-Supportive It is important here to differentiate between a steady demand-driven rise in the price of oil and a rapid supply-driven oil price spike. The former can be bond-bearish by pushing up the inflation expectations components of global bond yields at a time when strong economic growth is also pushing up real bond yields. An oil price spike, however, can eventually produce a DIS-inflationary impulse by depressing real economic growth and destroying oil demand, which ultimately lowers oil prices, inflation expectations and real yields. The IMF, in its most recent World Economic Outlook, highlighted a scenario for 2019 where a big enough rise in oil prices could even cause the Fed to reverse its rates-normalization policies.2 While this is not BCA's base case view, a period of sharply higher oil prices in 1Q19 followed by lower prices in 2H19 would whipsaw global oil markets and raise oil price volatility. History suggests that bond price volatility is likely to also increase in the process, both for government bonds (through more uncertainty over the future path of inflation and policy rates) and corporate bonds (though more uncertainty over future economic growth). Expect Higher Bond Volatility As Oil Volatility Rises Since the end of the Global Financial Crisis (GFC), oil volatility has strongly influenced volatility in DM and EM bond markets. Indeed, we find all grades of corporate and junk bonds grouped together are highly correlated with oil volatility in the post-GFC period. We expect this to continue going forward, as oil inventories are drawn down globally to meet consumer demand for refined petroleum products like gasoline, diesel fuel, chemicals and plastics. The drawdown in global inventories shows up in a backwardated oil-price forward curve, which reflects the increasing inelasticity of supply.3 This means prices have to adjust more frequently and sharply to equilibrate available supply with demand, producing higher volatility in oil prices (Chart 4). Chart 4Implied Volatilities Will Rise As OECD Storage Falls Using principal components analysis (PCA), we find a high pairwise correlation between oil and bond volatility since 2010. The first principal component (PC) of all grades of corporate and junk bonds grouped together varies strongly with oil volatility, with a correlation of 0.80. Importantly, this component explains 91% of the variability in the group (Chart 5).4 EM bond spreads for smaller issuers like Chile, Peru, Hungary, Poland, Turkey, Indonesia, Mexico, Colombia, and Malaysia are also heavily influenced by greater variability of oil prices, with the first PC of this group highly correlated with oil volatility. Chart 5Oil Volatility Leads To Bond Volatility It comes as no surprise that our U.S. Bond Strategy group, headed by Ryan Swift, has found that lower-quality corporate bonds (i.e., junk) have a high correlation with oil volatility, as do lower-quality corporate spreads (Chart 6). As Ryan noted in a recent report: "there is no consistent correlation between the level of oil prices and junk spreads. However, there is a correlation between implied volatility in the crude oil market and junk spreads, with higher implied vol coinciding with wider spreads and vice-versa. ... The bottom line for junk investors is that a supply shock in the oil market would most likely lead to a steep backwardation in the futures curve and an increase in implied oil volatility. An increase in implied oil volatility will translate into a higher risk premium embedded in junk spreads."5 Chart 6Higher Oil Vol = Wider Junk Spreads Oil Volatility Leads To Credit Spread Widening Thus, the oil price spike that we are expecting in 2019 should make corporate bond investors more cautious on the outlook for credit spread and expected returns. BCA's bond strategists have already been expecting to shift to an underweight stance on U.S. corporate debt sometime in 2019 as the Fed moves to a restrictive monetary stance and investors begin to cut U.S. growth expectations and anticipate increased future credit downgrades and defaults. A sharp upward move in oil prices in 1Q19 may prove to be the trigger for that shift to a more bearish outlook on credit. Could An Oil Price Spike Change The Fed's Current Thinking? The combination of an oil price spike and a stronger USD that we anticipate would present a considerable headwind to EM economic growth. Econometric modelling work done by BCA Commodity & Energy Strategy shows that there is a strong correlation between EM growth and U.S. inflation (see Box 1).6 Correlation is not causation, of course, but there is a plausible mechanism for that correlation through the USD, which impacts both EM growth and U.S. inflation. Box 1 Modeling The Links Between The USD, EM & Inflation The two risks we highlight in this Special Report - an oil-price shock in 1Q19 that occurs while the Fed is tightening - have profound implications for EM economies, which makes them particularly important for fixed-income markets globally.7 The near-term effects of an oil-supply shock that quickly sent prices above $100/bbl will hit EM consumers particularly hard. Many governments relaxed or removed fuel subsidies shielding consumers from high oil prices following the OPEC-engineered oil-price collapse of 2014 - 16, which saw Brent crude oil prices - the global benchmark - fall from more than $110/bbl in 1H14 to close to $25/bbl in early 2016.8 An oil-price spike would consume a far larger share of EM households' disposable income now, and would reduce aggregate demand. The second risk - tightening of the Fed's monetary policy - is more complicated. The U.S. economy separated itself from the rest of the world with strong growth this year, partly aided by fiscal stimulus. As a result, the U.S. economy is operating beyond full employment, and wages are growing smartly. This growth allows the Fed to tighten monetary policy, which likely produces four policy-rate rate hikes this year, and, per our House view, four next year. On the back of the Fed's rates-normalization policy, the U.S. trade-weighted dollar appreciated ~ 8% this year. We expect continued strength next year. As the dollar strengthens, EM trade volumes slow. This is partly a result of rising local-currency costs ex U.S., as most commodities are priced in USD. Trade volumes - particularly imports - are closely tied to EM incomes: The World Bank estimates the income elasticity of trade in EM economies averaged 1.5% from 2000-07 p.a., and 1.2% from 2010-17, meaning a 1% increase in income has led to a roughly 1.4% growth in trade over this period.9 Falling trade volumes correspond with weakening or falling income in EM economies. Part of this likely is explained by the expansion and deepening of Global Supply Chains (GSCs) over the past two decades, which fueled the rapid rise in trade of intermediate goods globally, and EM incomes in the process.10 To examine the impact of a rising dollar on EM income, we estimated a regression for the level of EM import volumes using an ensemble of models for the broad trade-weighted index (TWIB) USD as an explanatory variable.11 Our modeling indicates that a 1% increase in our USD TWIB ensemble translates into a 0.33% decline in EM import volumes (Chart 7).12 Chart 7Strong Dollar Dampens EM Trade Volumes Downward Trend In EM Trade Will Continue As USD Strengthens ... Next, we wanted to take these results and have a closer look at inflation, since, as noted above, wage and price pressures have been transmitted globally through GSCs for the better part of the 21st century. This is a phenomenon that accelerates as GSCs are broadened and deepened. More precisely, we wanted to examine the global aspects of local inflation in DM and EM economies.13 To do this, we look at the level of the U.S. Consumer Price Index (CPI) as a function of EM import volumes. Our modeling indicates that a 1% change in the level of EM import volumes as a function of the USD TWIB translates to a change (in the same direction) in the level of U.S. CPI of between 0.15% and 0.25% - estimated over the post-GFC period (2010 to now). This reflects both the direct and indirect effects of EM incomes on domestic inflation in the U.S. (Chart 8): Chart 8U.S. CPI Vs EM Import Volumes U.S. CPI Vs EM Import Volumes A stronger USD lowers expected U.S. inflation by reducing the cost of imports. EM disposable income growth slows as the USD rises, because the local-currency costs of imports rise and consumes more of available household budgets. Our modeling isolates the common deterministic trend between the U.S. CPI and EM import volumes from the cyclical variations. In fact, these two variables expressed in levels exhibit a strong and stable common trend.14 The U.S. trade-weighted dollar index has already appreciated 8% this year, with more upside likely in the next 6-12 months (Chart 9).15 This would widen the existing sharp divergence between a strong U.S. economy and weaker non-U.S. growth, putting even more upward pressure on the USD. This would represent an additional tightening of U.S. monetary conditions on top of the Fed rate hikes that have already occurred since late 2015. Chart 9Expect Continued USD Appreciation BCA's bond strategy services have described a concept known as the "Fed Policy Loop" to explain the link between global growth divergences, a rising USD, financial market volatility and eventual shifts in the Fed's hawkish bias. Such a move occurred in late 2015/early 2016, when the Fed had to delay additional increases beyond the initial 25bp rate hike of the current tightening cycle because of a soaring USD and global financial market instability (Chart 10). Chart 10Is The Fed Policy Loop: Watch U.S. Credit Spreads The current backdrop shares some characteristics with that episode, in terms of growth divergences (top panel), USD strength and wider EM credit spreads (second panel). The missing piece today is a large widening of U.S. credit spreads, and U.S. credit market underperformance versus Treasuries (third panel). The U.S. economy is in a much healthier place now compared to three years ago, which is why credit spreads have remained much better behaved in 2018. The global backdrop is also far less disinflationary, with the global output gap now closed and inflation expectations drifting back towards pre-crisis levels consistent with central bank inflation targets (Chart 11). Investors should focus on U.S. corporate bond spreads for signs that a stronger USD is starting to impact U.S. corporate profits and future U.S. growth expectations. This would be the most likely potential trigger for the Fed to pause on its current tightening path, as occurred in early 2016 (bottom panel). Importantly, we firmly believe that the Fed's hurdle for backing off the rate hikes from a tightening of financial conditions is much higher now because the U.S. economy is stronger today. A "garden variety" equity market correction, without much widening of corporate spreads, will not be enough. Investment Implications What we have laid out in this report is a risk to the current BCA house views on global duration exposure (stay below-benchmark) and global credit exposure (stay neutral, but favoring the U.S. over Europe and EM) - a supply-driven spike in oil prices, combined with additional increases in the USD fueled by Fed tightening. The potential trigger for that oil spike is largely geopolitical, stemming from the likely loss of oil supply from Iran via U.S. sanctions and Venezuela through economic collapse. The timing of either outcome is difficult to pin down precisely, but sometime in the first quarter of 2019 is our current best guess for when oil prices reach $100/bbl. The key variables to watch will be the U.S. dollar. If it stays stable, then the impacts on global growth and U.S. inflation from the oil spike could be more modest. If the USD surges higher, then the negative impact on non-U.S. growth will eventually spill back into the U.S. economy. The combination of more volatile oil prices and a stronger USD would be a likely trigger for a surge in U.S. bond volatility and wider corporate bond spreads. Eventually, this could move the Fed to pause on its rate hike cycle and, at least temporarily, end the current bond bear market. Robert Robis, CFA, Senior Vice President Global Fixed Income Strategy rrobis@bcaresearch.com Robert P. Ryan, Senior Vice President Commodity & Energy Strategy rryan@bcaresearch.com Hugo Bélanger, Senior Analyst Commodity & Energy Strategy HugoB@bcaresearch.com 1 Our full oil-price forecast is available in the September 20, 2018, issue of BCA Commodity & Energy Strategy, in a report titled "Odds Of Oil-Price Spike In 1H19 Rise; 2019 Brent Forecast Lifted $15 To $95/bbl." It is available at ces.bcaresearch.com. We will be updating our oil-price forecast next week. 2 Please see the IMF's World Economic Outlook for October 2018, which can be found here https://www.imf.org/en/Publications/WEO/ 3 Backwardation is a term of art in commodity markets used to describe an inverted forward curve - i.e., prompt prices for commodities delivered in the very near future trade higher than prices for commodities delivered further out in time. This is the market's way of signaling supplies are tight; storage holders are being incentivized to release oil in inventory via higher prices for prompt delivery. The opposite of this is referred to as a contango market (prompt prices are lower than deferred prices). Contango markets reflect well-supplied markets, as supply that cannot be immediately used must be stored for later use. In recent research, we were able to extend findings from academic studies that showed a non-linear relationship between oil volatility and the slope of the forward curve - highly backwardated and contango forward curves are accompanied by higher volatility in oil prices, due to the physical constraints on storage in such markets. 4 Principal components analysis (PCA) is a statistical technique used to reduce the most important information contained in a large number of correlated variables into a smaller number of common factors that explains the larger set. 5 Please see BCA U.S. Bond Strategy Weekly Report, "Oil Supply Shock Is A Risk For Junk," dated October 9, 2018, available at usbs.bcaresearch.com. 6 EM trade volumes - particularly imports - are a key variable we use to track EM income levels. The World Bank estimates the income elasticity of trade averaged 1.5% from 2000 - 07, and 1.2% from 2010 - 17, meaning a 1% increase in income has led to a roughly 1.4% growth in trade over this period. Please see "Trade Wars, China Credit Policy Will Roil Global Copper Markets," in the June 21, 2018, issue of BCA Research's Commodity & Energy Strategy. It is available at ces.bcaresearch.com. 7 10 of the 11 post-WW2 recessions in the U.S. were preceded by an oil-price spike. Since 1970, the combination of an oil-price spike and a Fed rate-hiking cycle resulted in recession. Please see "Oil-Supply Shock, Risking U.S. Rates Favor Gold As A Portfolio Hedge," published by BCA Research's Commodity & Energy Strategy on September 13, 2018. It is available at ces.bcaresearch.com. 8 Please see the Special Focus in the World Bank's January 2018 Global Economic Prospects entitled "With The Benefit of Hindsight: The Impact of the 2014 - 16 Oil Price Collapse." 9 We discuss this in "Trade Wars, China Credit Policy Will Roil Global Copper Markets," in the June 21, 2018, issue of BCA Research's Commodity & Energy Strategy. It is available at ces.bcaresearch.com. 10 Please see "Global value chains and the increasingly global nature of inflation," by Raphael Auer, Claudio Borio, Andrew Filardo, published online April 28, 2017, by VOX, the CEPR Policy Portal. 11 We average estimates from five different USD regressions using monetary policy variables, commodity prices and momentum indicators. The period covered is the post-GFC (2010 to now). 12 The regression we estimate includes a trend variable, which allows us to separate out the cyclical aspects of trade (i.e., imports) alone. 13 Please see "The globalisation of inflation: the growing importance of global value chains," by Raphael Auer, Claudio Borio and Andrew Filardo, which was published by the Bank For International Settlements in January 2017. 14 We believe this reflects "hidden variables" that simultaneously drive U.S. inflation and EM incomes such as global growth and global money/credit growth. The coefficient range we report - 0.15% to 0.25% - controls for this. For a discussion of "hidden variables," please see Clive Granger's 2003 Nobel Lecture entitled "Time Series Analysis, Cointegration, and Applications." 15 Please see BCA Commodity & Energy Strategy Weekly Report, "Trade, Dollars, Oil & Metals ...Assessing Downside Risk," dated August 23, 2018, available at ces.bcaresearch.com.

Highlights Duration: Our Fed Policy Loop provides a framework for understanding last week's equity market correction and its implications for future Fed policy. So far, the equity sell-off is not severe enough to deter the Fed. Maintain below-benchmark portfolio duration. Credit: With the Fed lifting rates and the market still not priced for the likely pace of hikes, it is highly likely that we will witness further periods where corporate spreads and Treasury yields rise in unison. We recommend steps investors can take to insulate their portfolios from this risk. Inflation: The macroeconomic environment remains highly inflationary. The unemployment rate is very low and wage growth is rising. However, recent trends suggest that the year-over-year growth rate in core CPI will stay close to its current level, near the Fed's target, for the next six months. This will not alter the Fed's "gradual" +25 bps per quarter rate hike pace. Feature Chart 1The Second Rate Shock Of 2018 Last week's equity market rout was the second time this year that stocks reacted negatively to a sharp rise in bond yields (Chart 1). As was the case in February, our Fed Policy Loop remains the appropriate framework for understanding the relationship between bond yields and the stock market (Chart 2).1 It can be explained as follows: Chart 2The Fed Policy Loop Step 1: The perception of easy Fed policy fuels strong performance in the stock market. Rising stock prices and "easing financial conditions" cause economic growth to strengthen and sow the seeds of inflation. Step 2: Equity investors catch a whiff of inflation and start to price-in a more restrictive monetary environment. This leads to a stock market correction. Step 3: Falling stock prices and "tightening financial conditions" cause the Fed to downgrade its economic outlook and adopt a more dovish policy stance. Return To Step 1. The Equity Correction For Bond Investors At this juncture, the important question for bond investors is whether financial conditions have tightened enough to prompt a slower pace of rate hikes from the Fed. If so, then it might be appropriate to buy the dip in the bond market. We think such a move would be premature, for two reasons. First, the increase in bond yields that spooked the equity market was concentrated at the long-end of the curve and was fueled by Fed Chairman Powell's comment that the funds rate is "a long way from neutral." A steeper yield curve offsets some of the financial conditions tightening caused by falling stock prices (Chart 3). This is because it signals that monetary policy is becoming more accommodative - the fed funds rate is further below neutral than previously thought. This intuition is confirmed by the bounce in gold, a move that often coincides with an upward rerating of the neutral fed funds rate.2 Chart 3Steeper Curve Will Reassure The Fed Second, the amount of financial market pain that the Fed can tolerate depends on the economic environment. Our Fed Monitor is an indicator that is designed to signal whether the Fed should be hiking or cutting interest rates (Chart 4). It consists of 44 variables that can be grouped into three categories: Chart 4The BCA Fed Monitor Economic growth indicators (Chart 4, panel 3). Inflation indicators (Chart 4, panel 4). Financial conditions indicators (Chart 4, bottom panel). The overall Fed Monitor is currently deep in positive territory, signaling that rate hikes are appropriate. This is true despite the fact that the financial conditions component of the monitor has been falling (tightening) since the beginning of the year. Last week's equity market drop will not be reflected in the indicator until the end of the month, so further downside in the financial conditions component is forthcoming. But so far, tighter financial conditions have barely made a dent in the overall Fed Monitor because they have been offset by rising economic growth and stronger inflation. The conclusion is that the Fed is able to tolerate more market pain when growth is strong and inflation is high. Viewed through this lens, it is clear that a lot more market pain is required before the Fed backs away from its +25 bps per quarter rate hike pace. In fact, the Fed likely views some tightening of financial conditions as desirable, as long as the tightening doesn't severely impede the economic outlook. Just last week New York Fed President John Williams said: Normalization of the monetary policy, I think, has the added benefit of reducing somewhat, on the margin, some of the risk of imbalances in financial markets.3 While a few weeks ago, Fed Governor Lael Brainard noted: The past few times unemployment fell to levels as low as those projected over the next year, signs of overheating showed up in financial-sector imbalances rather than in accelerating inflation.4 In other words, the Fed is increasingly cognizant of the fact that higher interest rates might be necessary to prevent excessive risk-taking in financial markets, even if inflation stays well contained near target. Unless financial conditions tighten so much that they cause the reading from our Fed Monitor to hook down, the Fed will be inclined to view the market correction as healthy. It is also important to note that while a large increase in long-maturity Treasury yields prompted last week's stock market action, the short-end of the yield curve didn't move much at all. In fact, overnight index swap forwards show that the market is just barely priced for three rate hikes during the next 12 months. According to our golden rule of bond investing, if you expect the Fed to lift rates by more than what is priced in for the next 12 months, you should keep portfolio duration low.5 Bottom Line: Last week's equity market sell-off is not enough to prompt the Fed to back away from its +25 bps per quarter rate hike pace. Investors should maintain below-benchmark portfolio duration. On The Correlation Between Yields And Spreads It wasn't just the stock market that struggled to digest higher Treasury yields last week. Corporate bond spreads also widened, particularly in the high-yield credit tiers (Chart 5). As with equities, this is the second time in 2018 that credit spreads widened sharply alongside higher Treasury yields. Chart 5Credit Also Struggling With Higher Rates Credit spreads and Treasury yields tend to be negatively correlated, a feature that benefits bond investors by reducing the volatility in corporate bond yields and total returns. But, as evidenced by last week's price moves, the correlation does occasionally turn positive. This is particularly damaging during sell-offs when both the rate and spread components of corporate bond yields rise. Chart 6 shows the frequency of negative and positive yield/spread correlations since 1994, using 3-month investment horizons. It shows that yields and spreads were negatively correlated in 64% of 3-month periods. Yields fell alongside tighter spreads in 23% of cases, while yields and spreads rose together only 13% of the time. Chart 6The Correlation Between Yields And Spreads Is Typically Negative Since those periods when both yields and spreads rise in unison are particularly damaging for bond investors, it is worth exploring them in more detail. Table 1 lists all 13 quarters since 1994 when junk spreads and duration-matched Treasury yields rose together. Using the logic of our Fed Policy Loop, we also identify three risk factors that might be associated with those periods. The main idea being that yields and spreads are likely to rise together in periods when the market starts to price-in much more restrictive monetary policy, and an earlier end to the economic recovery. The three risk factors we identify are: Table 1Periods When Both Treasury Yields And Junk Spreads Rose Since 1994 Whether the Fed raised interest rates during the investment horizon. Whether our 12-month Fed Funds Discounter increased during the investment horizon, meaning that the market priced-in a more aggressive near-term rate hike path. Whether the 5-year/5-year forward TIPS breakeven inflation rate rose during the investment horizon. Higher long-dated inflation expectations could cause the Fed to respond with a more restrictive monetary policy. The single most important risk factor is whether the Fed raised rates during the investment horizon. Nine of the 13 episodes coincided with a Fed rate hike, and three of the four episodes that didn't coincide with a rate hike occurred between Q2 2013 and Q4 2015. The fed funds rate was pinned at zero during that period, but the Fed was starting to turn hawkish by backing away from QE and preparing for liftoff. This leaves the second quarter of 2007 as the only true outlier. The Fed did not lift rates during this period, but it is clear that markets were spooked by overly restrictive Fed policy all the same. The 2/10 Treasury slope was only 7 bps at the start of the quarter, signaling that monetary policy was already quite restrictive. Meanwhile, long-dated inflation expectations rose during the quarter and the market went from discounting 60 bps of rate cuts during the next 12 months to only 17 bps. An inflationary shock when monetary policy is already restrictive is an environment where yields and spreads are very likely to rise at the same time. An upward move in our 12-month discounter is also associated with periods of rising yields and spreads in 9 out of 13 cases. This risk factor didn't work in Q4 2005 or Q2 2006, but once again it is quite clear that markets were spooked by overly restrictive monetary policy in those periods. The yield curve was inverted in both of those quarters, and the Fed lifted rates despite an inverted yield curve. That combination sends a clear signal to markets that the Fed is trying to choke off the recovery. The 12-month discounter also failed to send the correct signal in Q3 1999 and Q2 2000. In those cases the culprit appears to be a large jump in long-dated inflation expectations while the Fed was in the midst of a rate hike cycle. Since rate hikes should dampen inflation, rising inflation expectations suggest that rate hikes might need to speed up. Thinking about the current environment, we are very much in the danger zone where yields and spreads could rise at the same time. The Fed is in the midst of a rate hike cycle and the market is still not priced for quarterly rate hikes to continue for the next 12 months. Finally, long-dated TIPS breakeven inflation rates are almost back to the 2.3% to 2.5% range that is consistent with "well-anchored" inflation expectations (Chart 7). The higher long-dated breakevens get, the more likely it is that the Fed will respond forcefully to further increases. Chart 7Almost Re-Anchored With all three of our risk factors present, it is highly likely that we will see more episodes where credit spreads widen and Treasury yields rise. The risk will only dissipate once the full extent of the Fed's rate hike cycle is reflected in the Treasury curve, but we are not there yet. While this is not a great environment for bond investors, there are steps investors can take to limit the damage from periods of rising spreads and yields. First, investors should maintain portfolio duration at below-benchmark. Second, while it is too early in the cycle to completely abandon credit, a more defensive posture is advisable. We recommend only a neutral allocation to spread product, focused on the higher-quality credit tiers.6 To the extent possible, investors should also seek to focus their spread exposure at the long-end of the maturity spectrum, while also limiting overall portfolio duration by favoring the short-end of the Treasury curve.7 Inflation Uptrend On Hold Lost in the shuffle amidst last week's market turmoil, the consumer price index (CPI) for September was released and it delivered a soft month-over-month print for the second month in a row. The top panel of Chart 8 shows that the year-over-year trend in core CPI rose rapidly earlier in the year, but now appears to be leveling off. We do not envision a meaningful deceleration in core CPI, but it seems likely that the year-over-year rate of change will stay near current levels for the next six months. Chart 8Core Inflation & Pipeline Pressures Our Pipeline Inflation Indicator remains consistent with rising inflationary pressures in the economy, but it has softened of late. This is mostly due to weaker commodity prices (Chart 8, bottom panel). Further, our Base Effects Indicator - based on rates of change in the core CPI that have already been realized - is now consistent with a lower year-over-year core CPI growth rate six months from now (Chart 9).8 Chart 9Expect Year-Over-Year Core CPI To Flatten-Off, Or Even Decline Looking at the main components of core CPI, the last two monthly prints have been dragged down by the core goods component, with most of the weakness in apparel and used vehicles (Chart 10). This could reverse in the near-term as core goods prices catch up with import prices, which have been rising for some time. However, non-oil import prices have decelerated recently, on the back of a stronger dollar. In other words, any near-term increase in core goods inflation will probably not last very long. Chart 10Core CPI Components The core services excluding shelter component continues to have the most potential upside, since it is highly geared to rising wage growth. Shelter inflation, the largest component of core CPI, has been flat for some time and our models suggest this will continue to be the case for the next six months. Bottom Line: The macroeconomic environment remains highly inflationary. The unemployment rate is very low and wage growth is rising. However, recent trends suggest that the year-over-year growth rate in core CPI will stay close to its current level, near the Fed's target, for the next six months. This will not alter the Fed's "gradual" +25 bps per quarter rate hike pace. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 Please see BCA U.S. Bond Strategy Weekly Report, "On The MOVE", dated February 13, 2018, available at usbs.bcaresearch.com. 2 Please see BCA U.S. Bond Strategy Weekly Report, "A Signal From Gold?" dated May 1, 2018, available at usbs.bcaresearch.com. 3https://www.bloomberg.com/news/articles/2018-10-10/williams-says-fed-rate-hikes-helping-curb-financial-risk-taking 4https://www.federalreserve.gov/newsevents/speech/brainard20180912a.htm 5 Please see BCA U.S. Bond Strategy Special Report, "The Golden Rule Of Bond Investing," dated July 24, 2018, available at usbs.bcaresearch.com. 6 Please see BCA U.S. Bond Strategy Weekly Report, "Rigidly Defined Areas Of Doubt And Uncertainty," dated June 19, 2018, available at usbs.bcaresearch.com. 7 Please see BCA U.S. Bond Strategy Weekly Report, "Out Of Sync," dated July 3, 2018, available at usbs.bcaresearch.com. 8 Please see BCA U.S. Bond Strategy Weekly Report, "The Powell Doctrine Emerges," dated September 4, 2018, available at usbs.bcaresearch.com. Fixed Income Sector Performance Recommended Portfolio Specification

Special Report

As promised in early September, this is the third installment of our four part Indicators series. In this Special Report, we follow a similar script to Part II but instead of sectors, we now cover the S&P 500, non-financial equities, cyclicals/defensives, small/large and growth/value, and document the most important Indicators in the same four broad categories (where applicable): earnings, financial statement reported data, valuations and technicals. Once again this is by no means exhaustive, but contains a plethora of Indicators we deem significant in aiding us in our decision making process of setting/changing a view on the overall market, cyclicals/defensives portfolio bent, and size and style preference. As a reminder, the charts in this Special Report are also available through BCA's Analytics platform for seamless continual updates. Finally, we are still aiming before the end of 2018, to conclude our Indicators series with Part IV that would feature our most sought after Macro Indicators per the eleven GICS1 S&P 500 sectors, along with value/growth, small/large and cyclicals/defensives. We trust you will find this comprehensive Indicator chartbook useful and insightful. Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com Dulce Cruz, Senior Analyst dulce@bcaresearch.com S&P 500 Chart 1S&P 500: Earnings Indicators Chart 2S&P 500: Earnings Indicators Chart 3S&P 500: ROE And Its Components Chart 4S&P 500: Financial Statement Indicators Chart 5S&P 500: Financial Statement Indicators Chart 6S&P 500: Valuation Indicators Chart 7S&P 500: Technical Indicators Non-Financial Broad Market Chart 8U.S. Non-Financial Broad Market: ROE And Its Components Chart 9U.S. Non-Financial Broad Market: Financial Statement Indicators Chart 10U.S. Non-Financial Broad Market: Financial Statement Indicators Chart 11U.S. Non-Financial Broad Market: Valuation Indicators Chart 12U.S. Non-Financial Broad Market: Technical Indicators S&P Cyclicals Vs. Defensives Chart 13Cyclicals Vs Defensives: Earnings Indicators Chart 14Cyclicals Vs Defensives: Earnings Indicators Chart 15Cyclicals Vs Defensives: ROE And Its Components Chart 16Cyclicals Vs Defensives: Financial Statement Indicators Chart 17Cyclicals Vs Defensives: Financial Statement Indicators Chart 18Cyclicals Vs Defensives: Valuation Indicators Chart 19Cyclicals Vs Defensives: Technical Indicators S&P 600 Vs. S&P 500 Chart 20S&P 600 Vs.S&P 500: Earnings Indicators Chart 21S&P 600 Vs.S&P 500: Earnings Indicators Chart 22S&P 600 Vs.S&P 500: Valuation Indicators Chart 23S&P 600 Vs.S&P 500: Technical Indicators S&P 500 Growth Vs. Value Chart 24S&P 500 Growth Vs.Value: Earnings Indicators Chart 25S&P 500 Growth Vs.Value: Earnings Indicators Chart 26S&P 500 Growth Vs Value: Valuation Indicators Chart 27S&P 500 Growth Vs.Value: Technical Indicators Table 1S&P 500 Growth/S&P 500 Value Sector Comparison Table Table 2S&P 600/S&P 500 Sector Comparison Table

Highlights Rising U.S. bond yields will continue to put downward pressure on global stocks in the near term, but will not trigger an equity bear market until rates reach restrictive territory. We are still at least 12 months away from that point. The blowout in Italian bond yields has further to go, which will also weigh on global risk assets. Nevertheless, we would buy BTPs for a tactical trade if the 10-year yield rose above 4%, because at that level EU policymakers will call out the fire engines. We downgraded global equities from overweight to neutral in June, while maintaining our bias for DM stocks over EM stocks. Barring any major new developments, we would turn bullish again if global stocks were to fall by 8% from current levels. Remain cyclically underweight interest rate duration. We would move to neutral on duration if the U.S. 10-year yield were to rise to 3.7%. We are still bullish on the dollar, but would shift to neutral if the DXY rose above 100. Feature Bond Yields: Up, Up, And Away Global risk assets remained on the back foot this week. The MSCI All-Country World stock market index has now fallen by 6.3% in dollar terms since last Wednesday. Even the mighty S&P 500 has finally buckled under the pressure. The vulnerability of U.S. stocks had been accumulating beneath the surface for some time, as evidenced by the fact that the advance-decline line has been deteriorating since the late summer. The small cap Russell 2000 is down 11.3% from its August 31st highs (Charts 1A& 1B). Chart 1ABreadth Deteriorated In The Lead-Up To The Correction Chart 1BStocks Under Pressure Bond yields usually fall when equities swoon. This time around, it is the increase in bond yields itself that has undermined stocks. In the U.S., yields have risen in response to better-than-expected growth, a wider budget deficit, rising oil prices, and an increasingly hawkish Fed. In Italy, worries about debt sustainability have been the primary driver of rising yields. Neither factor spells doom for global risk assets. However, a period of indigestion is likely over the coming weeks, which could see global equities go down before they go up again. The U.S. Economy: Too Much Winning? We have argued for much of this year that investors were underappreciating the extent to which the Federal Reserve can raise rates without choking off growth. The past few weeks have seen a growing recognition among investors that the Fed may be behind the curve in normalizing monetary policy. This has led to a steepening in the expected path of U.S. short-term rates, which, together with an increase in the term premium, have pushed up yields at the longer-dated maturities. Both better economic data and Fedspeak contributed to the bond sell-off. On the data front, the non-manufacturing ISM index clocked in at 61.6. The all-important employment component of the index hit a record high. Confirming the encouraging labor market signal from the ISM, the unemployment rate fell to a 48-year low of 3.68% in September. While average hourly earnings ticked down to 2.75% on a year-over-year basis, this was entirely due to base effects. On a month-over-month basis, average hourly earnings have risen by 0.3% for three straight months. If this trend continues, the year-over-year rate will rise to 3.2% by the end of this year. Tellingly, recent wage growth has been concentrated among workers at the bottom of the income distribution (Chart 2). This is important because not only do the wages of low-income workers correlate better with labor market slack than those of high-income workers, but low-income workers are also more likely to spend the bulk of their paychecks. Chart 2Wage Growth Has Accelerated At The Bottom Of The Income Distribution Higher wage growth will boost consumer spending. Indeed, it is probable that consumption will rise more than income, given that the personal savings rate has plenty of scope to fall from the current elevated level of 6.6%. Rising wages will incentivize companies to invest more in labor-saving technologies, translating into an increase in capital spending.1 Add in ongoing fiscal stimulus, and we have a recipe for an overheated economy. Starstruck No More As of today, the market has priced in one Fed rate hike in December but only two rate hikes in 2019 (Chart 3). Investors expect no rate hikes in 2020 and beyond. That still seems implausible to us, which suggests that the bond sell-off has further to go. Chart 3The Market Still Thinks The Fed Can't Raise Rates Above 3% In contrast to the past, the Fed no longer seems interested in talking down rate expectations. Speaking with Judy Woodruff at The Atlantic Festival, Chairman Powell stated the Fed "may go past neutral, but we are a long way from neutral at this point, probably."2 Even uber-dove Chicago Fed President Charles Evans appears to have jettisoned his worries about deflation, noting in a speech last Wednesday that "I am more comfortable with the inflation outlook today than I have been for the past several years."3 The Fed has also increasingly downplayed the importance of estimates of the neutral rate of interest, the concept on which the long-term "dots" in the Summary of Economic Projections are based. The Fed's new mantra is that economic data, rather than some theoretical model, should guide monetary policy. Ironically, it was New York Fed President John Williams, who developed one of the most widely used models of r-star, the eponymously named Holston-Laubach-Williams model, that best articulated the Fed's position. At a speech last Monday, Williams argued that the neutral rate of interest, or r-star, has "gotten too much attention in commentary about Fed policy." He went on to say that "Back when interest rates were well below neutral, r-star appropriately acted as a pole star for navigation. But, as we have gotten closer to the range of estimates of neutral, what appeared to be a bright point of light is really a fuzzy blur, reflecting the inherent uncertainty in measuring r-star."4 Trump And Bonds President Trump was quick to blame the Fed for this week's stock market sell-off. Within the span of 24 hours, he used the words "crazy," "loco," "ridiculous," "too cute," "too aggressive," and "big mistake" to describe recent Fed policy. We doubt Trump's rhetoric will have any immediate effect on Fed decision-making. But even if it did sway the Fed to slow the pace of rate hikes, the result will be higher bond yields, not lower yields. This is simply because any further delays in raising rates will lead to even more overheating, and ultimately, higher inflation and the need for higher rates down the road. Bond Sell-Off Will Produce A Correction In Stocks, Not A Bear Market At the height of this week's bond sell-off, the 10-year Treasury yield breached its 200-month moving average for the first time since ... October 1987 (Chart 4). While that sounds pretty ominous, keep in mind that the 10-year yield had reached almost 10% on the eve of the 1987 stock market crash, or about 6% in real terms. Chart 4Two Lines Meet After Three Decades As my colleague, Doug Peta, discussed two weeks ago, it is the level of interest rates that tends to matter more for stocks rather than the change in rates.5 Specifically, equity returns tend to be lowest at times when monetary policy is already in restrictive territory (Chart 5 and Tables 1 and 2). That was the case in 1987. It is not the case today. Chart 5The Fed Funds Rate Cycle Table 1Tight Policy Is Hazardous To Stocks' Health... Table 2...Especially In Real Terms The fact that stocks do worse in environments where monetary policy is tight makes perfect sense. A restrictive monetary policy is usually a prelude to a recession. As Chart 6 illustrates, bear markets and recessions almost always coincide, with the latter usually leading the former by about six-to-twelve months. None of our favorite leading recession indicators are flashing red now (Chart 7). Even the yield curve has steepened in recent weeks. Chart 6Recessions And Bear Markets Usually Overlap Still, higher long-term bond yields do reduce the long-term attractiveness of stocks compared with bonds. The S&P 500 earnings yield has risen modestly since 2016 due to the fact that earnings have grown somewhat more quickly than equity prices. However, the U.S. real 10-year yield has surged by almost 120 basis points over this period. On balance, this has caused the equity risk premium to decline (Chart 8).6 In order to bring the equity risk premium back down to mid-2016 levels, the S&P 500 would need to fall by about 15% from today's levels. We do not expect stocks to fall by that much, partly because the economic environment is more robust than back then, but a further drop of 5%-to-10% from current levels is certainly plausible. Chart 7A U.S. Recession Is Not Imminent Chart 8Stocks Versus Bonds Italy: Heading For A Debt Crisis? The rise in Treasury yields has reduced the attractiveness of other global government bond markets, causing them to sell off in sympathy. Notably, German bund yields have increased by 33 basis points since their May lows (Chart 9). Chart 9Global Bond Yields Moving Higher Rising German bund yields are bad news for Italy. All things equal, a higher "risk free" bund yield implies a higher Italian bond yield. To make matters worse, as Italian borrowing costs have risen, the perceived likelihood that Italy will be unable to repay its debt has increased. This has caused the spread between German bunds and Italian BTPs to widen, thereby magnifying the effect on Italian bond yields from the increase in risk-free yields. All this has happened at the worst possible moment. Italy's populist government and the European Commission are locked in a battle of wills over next year's budget. The Italian government is targeting a fiscal deficit of 2.4% of GDP for 2019, compared with a deficit of 0.8% that the outgoing caretaker government had proposed in May. Strictly speaking, the new deficit target is still consistent with the 3% limit under the Maastricht Treaty. Nevertheless, it is still causing consternation in Brussels. There are at least three reasons for this: While the government's program has a lot of specifics about how it will increase the deficit - more public investment; a universal minimum income scheme; the ability to retire earlier than under current law; corporate tax cuts; no VAT hike in 2019, etc. - it does not specify which items in the budget will be cut. The program also provides few details on revenue measures, other than proposing a one-off tax amnesty, which will arguably reduce tax receipts over the long haul. The proposed budget assumes real GDP growth of 1.5% in 2019. This is higher than the May projection of 1.4%, and well above the IMF's most recent projection of 1%. The government's real GDP projections for 2020-21 are also about 0.7 percentage points above the IMF's estimates. While Italy's proposed fiscal deficit is below the Maastricht Treaty limit, its current debt-to-GDP ratio of 132% is well above the ceiling of 60% (Chart 10). This implies that Italy should be aiming for a smaller deficit target than what it is currently proposing. Chart 10Italy's Public Debt Mountain We expect the Italian government to ultimately acquiesce to the EU's demands, but not before the bond vigilantes have pushed them into a corner. For their part, the EU establishment would love nothing more than to embarrass the Five Star-Lega coalition in order to send a message to voters across Europe about the dangers of voting for populist parties. This means that the Italian 10-year yield may need to break above 4% - the level at which Italian banks would likely be technically insolvent based on the market value of their BTP holdings - before a compromise is reached. We would put on a tactical trade to buy 10-year BTPs at that level, but not before then. Investment Conclusions Goldilocks will survive, but the next couple of months will be challenging. Our soon-to-be-launched MacroQuant model is signaling a bearish outlook for stocks over the next 30 days (Chart 11). On the bond side, the model currently pegs the fair value for the U.S. 10-year yield at 3.7% (Chart 12). Bond sentiment is quite bearish at the moment, which makes a brief countertrend bond rally quite likely. However, the cyclical trend in yields remains to the upside. Chart 11MacroQuant* Recommends That Caution Is Warranted Towards Equities Chart 12MacroQuant Sees 10-Year Treasury Yields Still Below Fair Value We stated last week that investors should consider scaling back risk if they are currently overweight risk assets. We continue to favor this more cautious stance. For the first time in over a decade, short-term U.S. rates are above the dividend yield on the S&P 500 (Chart 13). Holding a bit more cash is finally an attractive option, at least for U.S.-based investors. Chart 13Cash Anyone? If the sell-off in global equities continues, it will present a buying opportunity, given that the next major global economic downturn is probably at least another two years away. Barring any major new developments, we would turn bullish on stocks again if the MSCI All-Country World Index were to fall by 12% 10% 8% from current levels.7 We would recommend that investors move from an underweight to a neutral interest rate duration position in global bond portfolios if the U.S. 10-year Treasury yield rose to 3.7%. We are still bullish on the dollar, but would shift to neutral if the DXY rose above 100. Peter Berezin, Chief Global Strategist Global Investment Strategy peterb@bcaresearch.com 1 It is true that additional investment spending will raise aggregate supply, but normally it takes a while for that to happen. For example, it may take a few years to build an office tower or a new factory. Corporate R&D investment may not generate tangible benefits for a long time, especially in cases where the research is focused on something complicated (i.e., the design of new computer chips or pharmaceuticals). And even if investment spending could be transformed into additional productive capacity instantaneously, aggregate demand would still rise more than aggregate supply, at least temporarily. Here is the reason: The nonresidential private-sector capital stock is about 120% of GDP in the United States. As such, a one percent increase in investment spending would raise the capital stock by four-fifths of a percentage point. Assuming a capital share of income of 40% of national income, a one percent increase in the capital stock would lift output by 0.4%. Thus, a one-dollar increase in business investment would boost aggregate demand by one dollar in the year it is undertaken, while increasing supply by only 4/5*0.4 = roughly 32 cents. 2 Please see "WATCH: Powell says Fed is focused on 'controlling the controllable,' not politics," PBS News Hour, October 3, 2018; and Jeff Cox, "Powell says we're 'a long way' from neutral on interest rates, indicating more hike are coming," CNBC, October 3, 2018. 3 Charles Evans, "Monetary Policy 2.0?" OMFIF City Lecture on the U.S. Economic Outlook, London, England, October 3, 2018. 4 John C. Williams, "Remarks at the 42nd Annual Central Banking Seminar," Bank for International Settlements, October 1, 2018. 5 Please see U.S. Investment Strategy Special Report, "When Will Higher Rates Hurt Stocks?" dated September 24, 2018; and Special Report, "Revisiting The Fed Funds Rate Cycle," dated September 3, 2018. 6 For this exercise, we define the equity risk premium as the difference between the S&P 500 earnings yield (the inverse of the forward P/E ratio) and the real 10-year bond yield (using CPI swaps as our measure of expected inflation). 7 The perils of writing a report during a week when markets are moving fast. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Please note that a Special Alert titled "Brazil: A Regime Shift?" discussing investment implications of the weekend elections was published on Tuesday. Highlights The combination of rising U.S. bond yields and slumping growth in EM/China heralds further downside in EM risk assets and currencies. Watch for a breakdown in Asian risk assets and currencies. As a market-neutral trade for the next several months, we recommend going long Latin American and short emerging Asian stocks in common currency terms. We are downgrading Hong Kong stocks from neutral to underweight within an Asian or EM equity portfolio. Feature U.S. bond prices have broken down, and yields have broken out (Chart I-1). The bond selloff will continue as U.S. growth is very strong and inflationary pressures are accumulating. Chart I-1U.S. Bond Yields Have Broken Out, More Upside How will EM financial markets react to a further rise in U.S. bond yields? If EM growth were robust and fundamentals healthy, financial markets in developing countries would have no problem digesting higher U.S. interest rates. However, the fact is that EM fundamentals are poor and growth is weakening. Consequently, financial markets in the developing world are very vulnerable to higher U.S. bond yields. For now, U.S. bond yields will continue to rise, the U.S. dollar will strengthen further, and the EM bear market will endure. Stay short/underweight EM risk assets. Understanding The Nexus Between EM Assets And U.S. Bonds Rising U.S. bond yields pose a threat to EM risk assets if the former leads to a stronger U.S. dollar and by extension weaker EM currencies. Notably, risks to EM share prices will magnify if dollar borrowing costs for EM (corporate and sovereign bond yields) increase further (Chart I-2). In short, if rising U.S. bond yields are not offset by narrowing EM credit spreads, EM dollar bond yields will climb. This in turn will weigh on EM share prices. Chart I-2Rising Dollar Borrowing Costs: A Bad Omen For EM Stocks Chart I-3 highlights that the divergence between U.S. and EM share prices this year can be attributed to the decoupling in their credit spreads. Chart I-3Diverging Credit Spreads Between EM & U.S Credit spreads, meanwhile, are steered by EM exchange rates (Chart I-4). When EM currencies depreciate, debtors' ability to service U.S. dollar debt worsens, and credit spreads widen to reflect higher risk. The opposite also holds true. Chart I-4EM Credit Spreads Are A Function Of EM Currencies Overall, getting EM exchange rates right is of paramount importance. Hence, a vital question: Do EM currencies always depreciate when U.S. bond yields are rising or the Federal Reserve is tightening? Chart I-5 suggests not. Before 2013, EM currencies appreciated with rising U.S. bond yields. Since 2013, the correlation has been mixed. Chart I-5No Stable Relationship Between U.S. Bond Yields & EM Currencies The key difference between these periods is the performance of EM/Chinese economies. When EM/China growth is robust or accelerating, financial markets in developing economies have no trouble digesting higher U.S. interest rates and their currencies tend to appreciate. By contrast, when EM/China growth is weak or slumping, EM asset prices and currencies tumble regardless of the trajectory of U.S. interest rates. A pertinent question at the moment is why robust U.S. growth is not helping EM weather higher U.S. interest rates. The caveat is that EM as a whole is more exposed to the Chinese economy than the American one. Hence, barring a meaningful improvement in Chinese growth, higher U.S. bond yields will be overwhelming for EM financial markets. This is why we have been focusing on China's growth dynamics. Bottom Line: Desynchronization between the U.S. and Chinese economies will persist. The resulting combination of rising U.S. bond yields, a stronger greenback and depreciating EM currencies foreshadows further downside in EM risk assets. Emerging Asia: Do Not Catch A Falling Knife The latest export data from Korea and Taiwan point to a continued slowdown in their exports (Chart I-6). Corroborating the deepening slump in Asian growth and global trade, emerging Asian equity and credit markets are plunging. In particular: Chart I-6Global Trade Is Slowing The relative performance of emerging Asian stocks versus the global equity benchmark failed to break above important technical long-term resistance lines earlier this year, and will likely breach below their early 2016 lows (Chart I-7). Chart I-7Emerging Asian Equities Vs. Global: Further Underperformance Ahead Both high-yield and investment-grade emerging Asian corporate dollar-denominated bond yields continue to climb - a worrisome development for emerging Asian share prices (high-yield corporate bond yields are shown inverted in Chart I-8). Chart I-8Rising Corporate Bond Yields In Emerging Asia = Lower Stock Prices The equity selloff in emerging Asia is broad-based. Chart I-9 shows that the emerging Asian small-cap equity index is in freefall. Chart I-9Emerging Asian Small Caps Are In Freefall Net earnings revisions in China, Korea and Taiwan have dropped into negative territory (Chart I-10). Chart I-10Net Earnings Revisions Are Negative In China, Korea And Taiwan The Chinese MSCI All-Share Index - all stocks listed on the mainland and offshore (worldwide) - has plunged close to its early 2016 lows (Chart I-11). Chart I-11Chinese Broad Equity Index Is Back To Its 2016 Lows In China, the property market and construction remain at substantial risk. The budding slump in the real estate market will likely offset the government spending stimulus on infrastructure investment. Plunging share prices of property developers listed in both onshore and in Hong Kong point to a looming major downtrend in real estate market (Chart I-12). Chart I-12An Imminent Slump In Chinese Real Estate? For Asian equity portfolio managers whose mandate is to make a decision on Hong Kong and Singapore stocks, we recommend downgrading Hong Kong equities from neutral to underweight while maintaining Singapore at neutral within an Asian and overall EM equity portfolio. Our basis is that rising interest rates in the U.S. will translate into higher borrowing costs in Hong Kong due to the currency peg (Chart I-13). Simultaneously, Hong Kong's economy will suffer from a slowdown in China. Hence, a combination of weaker growth and rising borrowing costs will spell trouble for this interest rate-sensitive bourse. Chart I-13Higher U.S. Rates = Higher Hong Kong Rates Bottom Line: Equity and credit markets in emerging Asia are trading extremely poorly, and further downside is very likely. This week, we are downgrading allocations to Hong Kong stocks from neutral to underweight within an Asian or EM equity portfolio. A Relative Equity Trade: Short Asia / Long Latin America Common currency relative performance of emerging Asian versus Latin American stocks has broken down (Chart I-14). We reckon emerging Asian equities are set to underperform their Latin American peers for the next several months. Chart I-14Long Latin American / Short Emerging Asian Stocks The main culprit will likely be further depreciation in the RMB and an intensifying economic downturn in Asia, which will propel emerging Asian currencies and share prices lower. In regard to Latin America, elections in Mexico and Colombia have produced governments that will on the margin be positive for their respective economies. In Brazil too, first round election results are pointing to a market friendly result. We have been shifting our country equity allocation in favor of Latin America at the expense of Asia since late last year. In particular, we downgraded Chinese stocks in December 2017, Indonesian equities this past May and the Indian bourse last week. At the same time, we have been raising our equity allocation to Latin America by upgrading Mexico to overweight in April 2018, Colombia last week and Brazil earlier this week.1 Given we are also overweight Chilean stocks, our fully invested EM equity model portfolio noticeably overweights Latin America versus Asia. Notwithstanding our broad underweight in emerging Asia, we are still overweight Korea, Taiwan and Thailand within an EM equity portfolio. However, these overweights are paltry relative to both the size of the Asian equity universe and our overweights in Latin America. Bottom Line: Go long Latin American and short emerging Asian stocks in common currency terms as a trade for the next several months. Our Fully-Invested Equity Model Portfolio Chart I-15 demonstrates the performance of our fully invested EM equity portfolio versus the EM MSCI benchmark. This portfolio is constructed based on our country recommendations. Hence, it is a measure of alpha that clients could derive from our country calls and geographical equity allocations. Chart I-15EMS's Fully-Invested Model Equity Portfolio Performance We make explicit country equity recommendations (overweight, underweight and neutral) based on qualitative assessments of all relevant variables - the business cycle, liquidity, currency risks, policy, politics, valuations, and the structural backdrop among other things - for each country. This model portfolio is not a quantitative black box, but rather a combination of several factors: macro themes on the overall EM space, in-depth research on each individual country and various quantitative indicators. The table with our recommended country equity allocation is published at the end of our weekly reports (please refer to page 11). This fully invested equity model portfolio has outperformed the MSCI EM equity benchmark by about 65% with very low volatility since its initiation in May 2008. This translates into 500-basis-points of compounded outperformance per year. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com 1 Please see Emerging Markets Strategy Weekly Report "EM: Staring At A Grey Swan?" dated October 4, 2018 and Emerging Markets Strategy Special Alert "Brazil: A Regime Shift?" dated October 9, 2018; links are available on page 11. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights Duration: Last week's bond market rout was driven by strong U.S. data. Global growth (ex. U.S.) continues to weaken. Weak foreign growth that migrates stateside via a stronger dollar remains the biggest risk to our below-benchmark duration stance. For now, we prefer to hedge that risk by owning curve steepeners and maintaining only a neutral allocation to spread product. High-Yield: A supply shock in the oil market would most likely lead to steep backwardation in the oil futures curve and an increase in implied oil volatility. An increase in implied oil volatility will translate into a higher risk premium embedded in junk spreads. Emerging Market Sovereigns: All of the recent widening in USD-denominated EM sovereign spreads has been concentrated in Turkey and Argentina, two nations that remain highly exposed to global growth divergences and a stronger U.S. dollar. Most other EM countries offer less attractive spreads than comparable U.S. corporate debt. Remain underweight USD-denominated EM sovereign bonds. Feature Bond Breakout Chart 1The Long End Breaks Out Bond markets sold off sharply last week and long-dated Treasury yields took out some noteworthy technical levels in the process. The 10-year Treasury yield broke above its May 2018 peak of 3.11% and settled at 3.23% as of last Friday. The next big test for the 10-year's cyclical uptrend is the 2011 peak of 3.75% (Chart 1). The 30-year yield similarly broke above its May 2018 peak of 3.25%, settling at 3.39% as of last Friday. The next resistance for the 30-year occurs at the early-2014 peak of 3.96%. Removing our, admittedly uncomfortable, technical analysis hat, it is instructive to note which macro factors were responsible for last week's large bear-steepening of the Treasury curve and which weren't. Strong U.S. economic data - the non-manufacturing ISM survey hit its highest level since 1997 (Chart 2) - and Fed Chairman Powell commenting that the fed funds rate is "a long way from neutral at this point, probably" were the key drivers of the move.1 Taken together, these two developments suggest that the Fed is further behind the curve than was previously thought. This is consistent with an upward revision to the market's assessment of the neutral fed funds rate, which explains why the yield curve steepened and the price of gold edged higher.2 But it's equally important to note the factors that didn't drive the increase in yields. In this case, yields weren't driven by a rebound in growth outside of the U.S., which continues to flag (Chart 2, panel 2). The Global Manufacturing PMI fell for the fifth consecutive month in September. While our diffusion index based on the number of countries with PMIs above versus below the 50 boom/bust line ticked higher (Chart 2, panel 3), our diffusion index based on the number of countries with rising versus falling PMIs remained deeply negative (Chart 2, bottom panel). Chart 2Growth Divergences Deepen Chart 3Global PMIs Taken together, our diffusion indexes are consistent with an environment where most countries are experiencing decelerating growth from high levels. This message is confirmed by looking at the PMIs from the five largest economic blocs (Chart 3). The Eurozone PMI continues to fall rapidly, though it remains well above 50. The Emerging Markets (ex. China) PMI is also trending lower from a relatively high level, while the Chinese PMI is threatening to break below 50. Only the U.S. and Japan have healthy looking PMIs. The precariousness of non-U.S. growth leads us to reiterate the biggest risk to our below-benchmark duration view. The risk is that weak foreign growth eventually migrates to the U.S. via a stronger dollar and forces the Fed to pause its +25 bps per quarter rate hike cycle. If current trends continue, it is highly likely that U.S. growth will slow in the first half of next year, though it is unclear whether such a slowdown would be severe enough for the Fed to pause rate hikes.3 In any event, the bond market is only priced for the Fed to maintain its quarterly rate hike pace until June of next year (3 more hikes) before going on hold (Chart 4). Essentially, the market already discounts a rate hike pause, even after last week's large increase in yields. Chart 4Market's Rate Expectations Still Too Low For this reason, we prefer to maintain our below-benchmark portfolio duration stance, and to hedge the risk of weakening foreign growth by owning curve steepeners,4 and maintaining only a neutral allocation to spread product. Bottom Line: Last week's bond market rout was driven by strong U.S. data. Global growth (ex. U.S.) continues to weaken. Weak foreign growth that migrates stateside via a stronger dollar remains the biggest risk to our below-benchmark duration stance. For now, we prefer to hedge that risk by owning curve steepeners and maintaining only a neutral allocation to spread product. In Case You Needed Another Reason To Be Nervous About Junk As Treasury yields broke higher last week, the average high-yield index option-adjusted spread tightened to a fresh cyclical low of 303 bps. It has since rebounded to 316 bps (Chart 5). Our measure of the excess spread available in the high-yield index after adjusting for expected default losses is now at 196 bps, well below its historical average of 247 bps (Chart 5, panel 2). We have previously pointed out that even this below-average excess spread embeds a very low 12-month default loss expectation of 1.07%.5 Rarely have default losses been below that level. With job cut announcements forming a tentative bottom (Chart 5, bottom panel), we see high odds that default losses surprise to the upside during the next 12 months. In the absence of further spread tightening, that would translate to 12-month excess junk returns of 196 bps or less. But this week we want to highlight an additional risk to junk spreads. That risk being our Commodity & Energy Strategy service's view that crude oil prices could experience a positive supply shock in the first quarter of next year. At present, our strategists see high odds of $100 per barrel Brent crude oil in the first quarter of next year, and are forecasting an average price of $95 per barrel for 2019. At publication time, the Brent crude oil price was $85.6 At first blush it isn't obvious why high oil prices would pose a risk to junk spreads, and in fact there is no consistent correlation between the level of oil prices and junk spreads. However, there is a correlation between implied volatility in the crude oil market and junk spreads, with higher implied vol coinciding with wider spreads and vice-versa (Chart 6). Chart 5Default Loss Expectations Too Low Chart 6Higher Oil Vol = Wider Junk Spreads Would higher oil prices necessarily induce a spike in implied volatility? Not necessarily. It turns out that what matters for implied oil volatility is the slope of the futures curve.7 A contangoed futures curve where long-dated futures trade at a higher price than short-dated futures tends to be associated with high implied volatility. A steeply backwardated futures curve where long-dated futures trade well below short-dated futures is equally associated with elevated implied vol (Chart 7). Implied volatility tends to be lowest when the futures curve is in mild backwardation. A mild backwardation is typical when crude prices are in a gradual uptrend, as is the case at present. All in all, the following features provide a reasonable description of the current environment: Gradual uptrend in crude oil price Mild oil futures curve backwardation Low implied crude volatility Tight junk spreads However, as we head into next year, our commodity strategists anticipate that supply constraints will bite in the oil market. The U.S. is poised to implement an oil embargo against Iran in November, and Venezuela - another important oil exporter - remains on the brink of collapse. With global oil inventories already tight, and the loss of further production from Venezuela and Iran looming, our strategists anticipate that the number of days of demand covered by crude oil inventories will decline sharply. This decline will lead to a steep backwardation of the futures curve (Chart 8). Chart 7Brent Crude Oil Volatility Vs. Forward Slope Chart 8Supply Shock Will Lead To Steep Backwardation The bottom line for junk investors is that a supply shock in the oil market would most likely lead to a steep backwardation in the futures curve and an increase in implied oil volatility. An increase in implied oil volatility will translate into a higher risk premium embedded in junk spreads. We continue to recommend only a neutral allocation to high-yield in U.S. bond portfolios. We will await a signal that profit growth is set to deteriorate before advocating for a further reduction in exposure. Still No Buying Opportunity In EM Sovereigns Chart 9EM Index Spread Looks Cheap As growth divergences between the U.S. and the rest of the world increase, we are on high alert for an opportunity to shift some allocation out of U.S. corporate credit and into USD-denominated emerging market (EM) sovereign debt. However, so far EM spreads are simply not wide enough to merit attention from U.S. bond investors. This is not apparent from the average index spreads. In fact, a quick glance at the indexes shows that EM sovereign spreads have widened a lot relative to duration- and quality-matched U.S. corporates, and actually offer a healthy spread pick-up (Chart 9). However, a more detailed look at the spreads from individual countries shows that the spread advantage in EM is only available in a select few markets (Charts 10A & 10B). At the lower-end of the credit spectrum: Turkey, Argentina, Ukraine and Lebanon all offer higher breakeven spreads than comparable U.S. corporates. In the upper credit tiers: Saudi Arabia, Qatar and United Arab Emirates (UAE) look attractive. All other EM countries off lower breakeven spreads than comparable U.S. corporates. Chart 10ABreakeven Spreads: USD EM Sovereigns Vs. U.S. Corporates Chart 10BBreakeven Spreads: USD EM Sovereigns Vs. U.S. Corporates We would be very reluctant to shift any allocation out of U.S. corporates and into either Turkey or Argentina. Both of those countries are highly exposed to the tightening in global liquidity conditions that occurs alongside a strengthening U.S. dollar. Our Foreign Exchange and Global Investment Strategy teams created a Vulnerability Heat Map to identify which EM countries are likely to struggle as the U.S. dollar appreciates (Chart 11).8 These tend to be countries with large current account deficits and high external debt balances, though several other factors are also considered. The results show that Argentina and Turkey are the two most exposed nations. Chart 11Vulnerability Heat Map For Key EM Markets At the upper-end of the credit spectrum, the USD bonds from Saudi Arabia, Qatar and UAE are more interesting. Our geopolitical strategists anticipate an escalation of tensions between the U.S. and Iran following the U.S. midterm elections, and such tensions could increase the political risk premium embedded in all Middle Eastern debt. But for longer-term U.S. fixed income investors, it is worth noting that extra spread is available in the hard currency sovereign debt of Saudi Arabia, Qatar and UAE compared to A-rated U.S. corporates. Bottom Line: All of the recent widening in USD-denominated EM sovereign spreads has been concentrated in Turkey and Argentina, two nations that remain highly exposed to global growth divergences and a stronger U.S. dollar. Most other EM countries offer less attractive spreads than comparable U.S. corporate debt. Remain underweight USD-denominated EM sovereign bonds. Ryan Swift, Vice President U.S. Bond Strategy rswift@bcaresearch.com 1 Powell's full interview can be viewed here: https://www.youtube.com/watch?v=-CqaBSSl6ok 2 Please see U.S. Bond Strategy Weekly Report, "A Signal From Gold?", dated May 1, 2018, available at usbs.bcaresearch.com 3 Please see U.S. Bond Strategy Weekly Report, "An Oasis Of Prosperity?", dated August 21, 2018, available at usbs.bcaresearch.com, where we note that every time the Global (ex. US) LEI has dipped below zero since 1993, the U.S. LEI has eventually followed. 4 Please see U.S. Bond Strategy Weekly Report, "More Than One Reason To Own Steepeners", dated September 25, 2018, available at usbs.bcaresearch.com 5 Please see U.S. Bond Strategy Weekly Report, "Out Of Sync", dated July 3, 2018, available at usbs.bcaresearch.com 6 Please see Commodity & Energy Strategy Weekly Report, "Odds Of Oil-Price Spike In 1H19 Rise; 2019 Brent Forecast Lifted $15 To $95/bbl", dated September 20, 2018, available at usbs.bcaresearch.com 7 Please see Commodity & Energy Strategy Weekly Report, "Calm Before The Storm In Oil Markets", dated August 2, 2018, available at ces.bcaresearch.com 8 Please see Foreign Exchange Strategy/Geopolitical Strategy Special Report, "The Bear And The Two Travelers", dated August 17, 2018, available at fes.bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

We have long argued that the U.S. economy can withstand a tightening of up to 100-125bps (using the 10-year UST yield) in a short time span. Empirical evidence supports our view, and with regard to stocks, what is most important is the correlation between the bond yield year-over-year change and momentum in the SPX (middle panel). In early March, we compared cyclical momentum in the S&P 500 with the annual change in the 10-year UST yield and documented the correlation shifts going back to the 1960s. We also filtered for a minimum of 100bps change in the 10-year UST yield and a concurrent negative correlation between the two variables. In other words, we searched for tightness in monetary conditions that caused equity market consternation, excluding recessions. Our analysis revealed that there have been five iterations when rising bond yields proved restrictive for equities: once in each of the 1960s, 1970s and 1990s and twice in the 1980s. On average, the SPX drawdown from peak-to-trough during these five iterations was 19% and lasted 6.5 months. While the correlation currently has clearly made a turn toward the zero line (bottom panel), it is not in negative territory yet. Using this simple rule of thumb suggests that it would take a selloff in the bond market that pushed yields above 3.70% to cause a significant hiccup in stocks (as a reminder this year’s trough in the 10-year UST yield is 2.72%). With regard to portfolio positioning and given BCA’s interest rate view of a continuation of a selloff in the bond market, we would shy away from interest rate-sensitive sectors (please see the next Insights).

Special Report

Dear Client, This week, we are sending you a Special Report written by my colleague Juan Correa on the topic of carry trades. In this report, Juan builds on our previous work on the subject. He analyses the role of interest rates, spot fluctuations, and volatility in determining the risk profile of carry trade returns. He also provides suggestions to improve the return skew created by the occasional sharp drawdowns suffered by carry trades. I trust you will find this report interesting and informative. Best regards, Mathieu Savary, Vice President Foreign Exchange Strategy Feature While the great financial crisis claimed many victims in its wake, none better embodies the promise and perils of carry strategies than John Devaney. The Florida-based fund manager was able to amass a great fortune by using cheap leverage to finance the purchase of high-yielding MBS; a popular and very profitable strategy during the U.S. housing bubble. Eventually, he paid tribute to the pillar of his success by naming his 62-meter yacht "Positive Carry", - as a reminder of the great riches that could be achieved by simply borrowing at low yields to invest at higher ones. But just as his success was great, so was his downfall. When the housing bubble popped, Mr. Devaney's fund found itself unable to meet its margin calls, causing it to shut down. Ultimately, every single penny of investors' money was lost, while Mr. Devaney had to liquidate millions in personal assets; the yacht "Positive Carry" being one of them.1 Of course, bonds have not been the only asset class where carry strategies have been popular. Foreign exchange in particular has historically been the market of choice for investors looking to take advantage of positive carry. Specifically, the seminal 1984 paper, "Forward and Spot Exchange Rates", where Eugene Fama made the empirical observation that uncovered interest rate parity (UIP) does not hold2 (Chart 1), officially formalized the idea that carry in currency markets was a factor that could be systematically exploited. Chart 1The Forward Premium Puzzle So where do FX carry strategies stand in reality? Is carry really a market inefficiency that can be taken advantage of in almost arbitrage-like fashion? Or is it more like playing Russian roulette? A strategy that is deceptively profitable, but one that in the long run will wipe out an investor's capital. Table 1The Mechanics Of The Carry Strategy Index To answer these questions, we analyze the properties of carry strategies by constructing a Carry Strategy Index as follows:3 Ranking the 10 countries in the G10 according to their 3-month interest rate. Using the 3-month rate implied by forward rates.4 Going long 3 crosses that have the following criteria: With 1/3 of the portfolio, long the currency from the country with the highest interest rate vs. Short the currency from the country with the lowest interest rate. With 1/3 of the portfolio, long the currency from the country with the second highest interest rate vs. Short the currency from the country with the second lowest interest rate. With 1/3 of the portfolio, long the currency from the country with the third highest interest rate vs. Short the currency from the country with the third lowest interest rate. Rebalance every three months. (For clarity Table 1 shows an example of the strategy at work) We did not take into account collateral return, as this component can vary depending on the home currency of the investor. While not taking into account collateral returns penalizes the profitability of the strategy, this method allows our Carry Strategy Index to be comparable across investors in the G10. Observations On Carry Returns Chart 2 shows our Carry Strategy Index, along with a breakdown of the strategy's two components: the spot component and the interest rate component. The Carry Strategy Index obtained an annualized rate of return of 4.1% from the beginning of the sample in March 1989 to the end in mid-September 2018, with an annualized daily standard deviation of 9.3%. Moreover, while many investors often laud carry strategies as an opportunity to earn a double whammy of positive carry and positive spot return, most of the sample return was attributable to the interest rate component, as the spot component earned a paltry -0.23% annualized sample return, while it was also responsible for all the risk. Which currencies does the Carry Strategy Index favor? Overall, the AUD and the NZD are overwhelmingly carry currencies while the CHF and the JPY tend to be funding currencies most of the time (Chart 3). Chart 2Carry Throughout The Years Chart 3The Usual Suspects: NZD, AUD, JPY & CHF The amount earned on yield differentials was not consistent over time. The best period for our carry index went from 1995 to 2008, where a relatively high level of carry earned remained stable for more than a decade (Chart 4 - top two panels). Meanwhile the convergence of G10 interest rates to near zero in the wake of the great financial crisis reduced the return from the interest rate component to an annualized rate of roughly 3%. Remarkably, while the return offered by the interest rate component decreased, the implied volatility of currencies stayed relatively constant (Chart 4 - third panel), suggesting that the ex-ante return-to-volatility ratio of these strategies has actually decreased since 2008 (Chart 4 - bottom panel). Although the return for the Carry Strategy Index across the sample is attractive, carry investors are unlikely to implement their position over such a long horizon. It is therefore important to recognize that while the interest rate component tends to be relatively stable through multi year periods, the spot component can make the total return of the carry strategy vary wildly across sub-periods (Chart 5). This sub-period performance is likely more relevant for portfolio managers, as these periods reflect with greater accuracy the length of the horizon used to evaluate them. Interestingly, the annualized returns for longer holding periods are more attractive, while carry returns also become more disentangled from spot returns the longer the time horizon becomes. Chart 4Risk Versus Return In ##br##Carry Strategy Index Chart 5The Spot Component Is The Main Driver Of ##br##Carry Returns On Realistic Time Horizons Bottom Line: Our Carry Strategy Index was overwhelmingly long AUD and NZD, while being short JPY and CHF. Moreover, the interest rate component decreased significantly after G10 central bank rates converged to the zero bound, without a corresponding decrease in volatility, resulting in a deteriorating return-to-volatility ratio. Finally, while spot returns had a very small contribution to the sample return, they are a crucial driver for total return in more realistic time horizons, particularly shorter ones. Structural Determinants Of Carry: Is There Really A Puzzle? Many investors have grown disillusioned with carry trades in recent years, as the spot component of the strategy has become much more mediocre than in the past. This general disenchantment with carry trades has only grown stronger, with recent research showing that since 2008 the relationship between rate differentials and spot returns has flipped from positive to negative.5 So where have the good old days gone? A deeper look at the data suggests that the strong positive relationship between spot returns and rate differentials might have been a temporary phenomenon. In fact, the correlation between rate differentials and spot returns can vary widely from year to year (Chart 6). Thus, while the period after 2008 has shown a decrease in correlation, it is not a particularly unique sub-sample, as there have been other periods in history where there has been a negative correlation between rate differentials and spot returns. In fact, the Fama puzzle is not quite a puzzle if one remembers that UIP is not an arbitrage condition like CIP (Covered Interest Rate Parity). Two currencies could very well offer different rates of return so long as they also offer different levels of risk.6 We can see evidence of this by looking at the characteristics of typical carry currencies vs the characteristics of typical funding currencies. Carry currencies tend to have large current account deficits, negative net international investment positions, and are highly levered to the global economic cycle (Chart 7). Not only does this mean they are correlated to other assets, but it also means they are more prone to sudden pullbacks when global liquidity dries up. Funding currencies on the other hand have the opposite characteristics, being typically safe havens that act as hedges against other assets (Chart 7). Chart 6No Stable Correlation Between Interest Rates ##br##And Currency Returns Chart 7No Puzzle: Yield Differentials Are ##br##Just Risk Differentials Does this mean that carry trades will regain their former glory? It is hard to tell. One reason to remain cautious on the long-term outlook for carry trades has been the trade rebalancing that has taken place since the financial crisis (Chart 8). Technically, a rebalancing in the G10 space implies that the risk differential between countries should be decreasing. However, this also means that the return differential has also decreased, which means that the low interest rate component of the Carry Strategy Index at present might be justified. As mentioned previously, the interest rate component is the ultimate driver of carry returns over long horizons (Chart 9). Therefore, carry investors should keep in mind that as imbalances are fixed, risk and yield differentials will narrow, implying that the long-term return of carry strategies will stay low by historical standards. Chart 8Decreasing Risk Differentials##br## In The G10... Chart 9...Imply A Reduced Long-Term Rate Of Return ##br##For Carry Trades Bottom Line: UIP is not an arbitrage condition, which explains why the correlation between spot returns and rate differentials has historically been highly unstable. Instead, rate differentials are often reflective of risk differentials between countries. Rebalancing within the G10 has likely reduced these risk differentials, and consequently carry returns. Cyclical Determinants Of Carry: The Role Of The U.S. Dollar While occasionally there are other currencies that become either funding or carry currencies, this tends to be a rare phenomenon. In fact, the ranking within the G10 rate distribution for any given country tends to remain stable throughout the years. There is only one glaring exception: the United States (Chart 10A and Chart 10B). Chart 10ASince The Mid 1990s Most Countries Remain ##br##Relatively Fixed In The Interest Rate Distribution (I) Chart 10BSince The Mid 1990s Most Countries Remain ##br##Relatively Fixed In The Interest Rate Distribution (II) The first half of the 1990s was the only time where there was significant interest rate migration for multiple countries. Since then, the U.S. is the only country whose interest rate has migrated significantly across the distribution. This is because it has become the de facto global price-maker of monetary policy. After all, the U.S. is the G10 country whose inflation dynamics are least sensitive to currency movements. Therefore, the Federal Reserve is less concerned with its interest rate differential relative to other G10 economies than other central banks. This allows the Fed to reposition U.S. rates within the G10 distribution according to its own business cycle (Chart 11). On the other hand, the central banks in the rest of the G10 are much more concerned with the way that currency fluctuations can potentially amplify the effect of monetary policy tightening or easing. This makes them much more prone to holding their place in the distribution, and following the rest of the pack accordingly as the business cycle progresses. Additionally, the U.S. economy tends to be less affected by the global business cycle than other economies in the G10. As a result, while other countries might move in unison, the U.S. can follow its own dynamics. The current business cycle is an exaggerated example of this phenomenon. Understanding this dynamic is crucial for carry trades, as the U.S. dollar is the only chameleon currency that can constantly shift from funding currency to carry currency and vice-versa. Chart 12 shows that returns from carry strategies suffer whenever U.S. rates are at the top of the distribution. By the same token, when the U.S. dollar becomes a funding currency, the return in our Carry Strategy Index increase significantly. Chart 11U.S.: Global Price Maker ##br##Of Monetary Policy Chart 12Carry Strategies Suffer When The##br## USD Is A Carry Currency Why does this relationship exist? External debt for the world in general and emerging markets in particular is denominated in U.S. dollars. Whenever U.S. rates rise, external debt servicing increases, causing the return of investment in emerging markets, commodity producers and other cyclical plays highly sensitive to U.S. dollar borrowing costs to deteriorate. Moreover, the high rates in the U.S. make cyclical plays like Australia or New Zealand relatively less attractive to global investors. This creates a dangerous environment for carry trades, given that the possibility of a risk-off event - where funding currencies can rally - becomes increasingly likely. Bottom Line: The U.S. dollar is the only currency that can consistently change from carry to funding currency. When the USD is a funding currency, overall carry returns are attractive. Conversely, when the USD is a carry currency, overall carry returns become poor. Tactical Determinants Of Carry: Fighting Against Negative Skew It is important to recognize that volatility is not the only risk that carry investors are exposed to. One of the most agreed upon hypotheses put forward is that carry strategies offer a positive return in exchange for exposure to negative skew in returns, or what is commonly known as the "Peso Problem". Essentially, when they work, carry strategies generate consistent small positive returns; however, they are subject to infrequent yet violent drawdowns. Hence, the return distribution is not normally distributed, but instead has a heavy left tail7 (Chart 13). Chart 13Negative Skew In Carry Strategy Index Why does skew matter? Carry trades are generally accompanied by leverage to amplify the return earned. However, the negative skew can become extremely dangerous at high levels of leverage, as it can lead to margin calls. In selloffs, investors who are not able to meet their margin calls are forced to quickly liquidate their positions, generating downward pressure on prices, and causing even more margin calls. This dynamic causes vicious cycles in carry trades, where losses can pile up very quickly.8 Chart 14Vega-M: An Enhanced Carry Strategy However, we can use the reflexive relationship between risk aversion and carry returns and turn it to our advantage. If we know that once it rises, volatility will create further downward price pressure, which in turn generates further volatility, then we can use the momentum in volatility to determine entry and exit points into carry trades. To take advantage of the above we created a strategy as follows: Long the Carry Strategy Index at day t if at day t-1 the 20-day moving average of the CVIX is below the 200-day moving average.9 Remain uninvested (earn 0% return) at day t if at day t-1 the 20-day moving average of the CVIX is above the 200-day moving average. We call this strategy the Vega-M Carry Index. Our Vega-M Carry Index manages to outperform the Carry Strategy Index within our sample, while also displaying significantly less volatility (Chart 14 - top panel). The Vega-M Carry Index also manages to closely track the interest rate component of the strategy, while eliminating some of the spot risk (Chart 14 - bottom panel). The Vega-M Carry Index also exhibits a much tighter return profile than the Carry Strategy Index (Chart 15 - top panel). Furthermore, while kurtosis in the Vega-M Index is still high, skew for the Vega-M Carry Index is actually positive (Chart 15 - bottom panel). This reduction in negative skew has important implications for investors using leverage. Chart 16 shows how the Vega-M Carry Index allows for a greater use of leverage, as the reduced negative skew eliminated margin calls, which means investors are not stopped out. This allows investors to have much better performance at high levels of leverage. Bottom Line: Given the reflexive relationship between volatility and carry trades, investors can use volatility momentum to generate buy/sell signals. Carry investors should remain invested when the volatility momentum is negative, while they should close their positions when momentum is positive. Chart 15Vega-M: More Compact Return Distribution And No Negative Skew Chart 16Vega-M: Better Performance When Using Margin Investment Implications With the above points considered, we have made a list of the three rules of thumb for carry investors to use: On a structural basis, the long-term rate of return of carry strategies will be determined by the interest rate differential. In general, this differential is a compensation for risk differentials between countries Cyclically, carry trades will deliver poorer returns whenever the U.S. dollar is a carry currency (at the end of the cycle), and will deliver better returns when the U.S. dollar is a funding currency (at the beginning of the cycle). Tactically, investors can use the momentum in volatility as a signal to enter or exit carry trades. Negative volatility momentum can be used as a long signal, while investors should exit their carry positions when volatility momentum becomes positive. While we have divided our rules into investment horizons, carry investors should use all rules in conjunction. The interest rate differential and the projected risk differential between countries can be used to establish an expected long-term rate of return to benchmark against. The position of U.S. rates within the distribution can be used to determine whether a high or low level of leverage is appropriate. Finally, the momentum in volatility can be used to assess entry or exit points from carry trades. What are all these signals telling us right now? The annualized rate of return of the interest rate component in carry strategies will likely remain low. This means that the long-term rate of return of carry strategies will remain at the low end of its historical distribution. Inflationary forces in the U.S. will continue to be greater than in the rest of the world. Thus, U.S. rates will remain at the top of the distribution, which means that leverage on carry strategies should be maintained at a minimum The momentum in volatility continue to be positive. This means investors should hold off from entering into carry trades, and instead wait for a better entry point. Juan Manuel Correa, Senior Analyst juanc@bcaresearch.com 1 Story, Louise. "Hedge Fund Manager Describes Rock Bottom." The New York Times, The New York Times, 10 July 2008, www.nytimes.com/2008/07/10/business/10fund.html. 2 Please see Fama, E.F. (1984) "Forward And Spot Exchange Rates" Journal of Monetary Economics, 14(3), 319-338 3 We use a multi-currency strategy, as academic research has shown that this method outperforms single currency strategies. For more details, please see "Multiple Currencies Investment Strategy To Take Advantage Of The Forward Bias," Haas School of Business, University of California Berkeley, BA 285/E285 International Finance, Student Project. 4 Carry strategies in the FX markets are normally implemented through buying (selling) forward rates with a forward discount (premium) 5 Please see Bussiere, M., Chinn, M., Ferrara, L.,& Heipertz, J. (2018) "The New Fama Puzzle" NBER Working Papers 6 The UIP theory makes the assumption that economic agents are risk neutral. Given this is not the case in reality, much work has been done to try to explain deviations from UIP with currency risk premiums. For more information please see Menkhoff, L., Sarno, L. , Schmeling, M. and Schrimpf, A. (2012), "Carry Trades and Global Foreign Exchange Volatility". The Journal of Finance, 67: 681-718. 7 This makes the Sharpe ratio deceptive as a measure of risk-reward for carry strategies, as this measure does not account for skew. 8 For a more detailed description about the relationship between unexpected jumps in volatility and carry returns please see Foreign Exchange Strategy Special Report, titled "Carry Trades: More Than Pennies And Steamrollers", dated May 6, 2016, available at fes.bcaresearch.com 9 We use 20-day and 200-day moving averages given that moving averages using these types of ranges tend to best capture the momentum in financial markets. For more details about momentum strategies please see Foreign Exchange Strategy Special Report, titled "Riding The Wave: Momentum Strategies in Foreign Exchange Markets", dated December 8, 2017, available at fes.bcaresearch.com Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Closed Trades

Special Report

Highlights The Global Golden Rule (GGR): The gap between market expectations of global central bank policy rates and realized interest rate outcomes is a reliable predictor of government bond returns. Thus, "getting the policymaker call right" is the key to outperformance for bond investors. Implied Government Bond Yields: Given the strong correlation between policy rate surprises and government bond yield changes, we can use the GGR to forecast yields one year from now based on our own assumptions of how many rate hikes (cuts) will be delivered versus what is discounted in money market yield curves. Total Return Forecasts: We can use implied government bond yield changes from the GGR to generate expected 12-month total returns for government bond indexes of different maturities, taking into account different rate hike assumptions for various central banks. Feature Chart 1Global Monetary Divergences? This month marked the ten-year anniversary of the 2008 Lehman Brothers default, which set off a worldwide financial crisis and a massive easing of global monetary policy. Extraordinary measures - zero (or negative) interest rates, large-scale asset purchases and dovish forward guidance from policymakers - were all successful in suppressing both global bond yields and volatility over time, helping the global economy slowly heal from the crisis. Now, a decade later, such hyper-easy monetary policies are no longer required given low unemployment rates and rising inflation in the major developed economies. That can be seen today with the Federal Reserve shifting to "quantitative tightening" (letting bonds run off its swollen balance sheet) alongside steady rate hikes, the European Central Bank (ECB) set to stop net new buying of euro area bonds at year-end, and the Bank of Japan (BoJ) dramatically slowing its pace of asset purchases. BCA's Central Bank Monitors, which assess the cyclical pressure on policymakers to tighten or ease monetary policy, have collectively been calling for interest rate increases since the start of 2017. Yet our Central Bank Monetary Barometer, which measures the percentage of central banks that have tightened policy over the previous three months, shows that only 1 in 5 banks have actually delivered rate hikes of late (Chart 1). Thus, the risks are tilted towards more countries moving away from highly accommodative monetary conditions given tightening labor markets and rising inflation pressures. This now-global shift towards policy normalization has major implications for global bond investing. The focus is now returning back to more traditional drivers of government bond returns, like changes in central bank policy rates. We recently shared a Special Report published by our colleagues at our sister BCA service, U.S. Bond Strategy, describing a methodology they dubbed "The Golden Rule of Bond Investing".1 That report introduced a numerical framework that translates actual changes in the U.S. fed funds rate relative to market expectations into return forecasts for U.S. Treasuries. The historical results convincingly showed that investors who "get the Fed right" by making correct bets on changes in the funds rate versus expectations were very likely to make the right call on the direction of Treasury yields. In this Special Report, we extend that Golden Rule analysis to government bonds in the other major developed markets (DM). Our conclusion is that utilizing a "Global Golden Rule" (GGR) framework that links bond returns to unexpected changes in policy rates can help bond investors correctly forecast changes in non-U.S. bond yields. The report is set up in two sections. First, we illustrate how the GGR works and how it empirically tends to generally succeed over time for different DM bond markets. In the second section, we make use of the GGR to generate expected return forecasts for non-U.S. government bonds for a variety of interest rate "surprise" scenarios. ECB Policy Rate Surprises Dovish surprises from the ECB do reliably coincide with positive German government bond excess returns versus cash (Chart 2A). Chart 2AECB Policy Rate Surprise & Yields I Chart 2BECB Policy Rate Surprise & Yields II The 12-month ECB policy rate surprise and the 12-month change in the Bloomberg Barclays German Treasury index yield displays a strong positive correlation (Chart 2B). The excess returns during periods of dovish surprises is 14.4% on average and are positive 85% of the time. Hawkish surprises on the other hand, coincide with negative average excess returns of -1.5% (Chart 2C). In terms of total return, the picture is roughly the same except that under hawkish surprises, the average total return you would expect is now positive, given that it factors in coupon income (Chart 2D). Chart 2CGermany: Government Bond Index Excess Return & ECB Policy Rate Surprises (2004 - Present) Chart 2DGermany: Government Bond Index Total Return & ECB Policy Rate Surprises (2004 - Present) Table 1Germany: 12-Month Government Bond Index Returns And Rate Surprises (2004 - Present) Looking ahead, the ECB should not deviate from its current dovish forward guidance of no interest rate hikes until at least the third quarter of 2019. That is somewhat consistent with the reading of the ECB monitor being almost equal to zero. Bank Of England (BoE) Policy Rate Surprises The GGR works well for the U.K. as can be seen in Chart 3A. Chart 3ABoE Policy Rate Surprise & Yields I Chart 3BBoE Policy Rate Surprise & Yields II The 12-month BoE policy rate surprise and the 12-month change in the Bloomberg Barclays U.K. Treasury index yield displays a strong positive correlation except for a major divergence in 1997-1998 (Chart 3B). Dovish surprises coincide with positive excess returns over cash 78% of the time and are on average equal to 6.2% over the full sample (Chart 3C and Chart 3D). As you would expect if the GGR applies, hawkish surprises coincide with negative excess returns. Chart 3CU.K.: Government Bond Index Excess Return & BoE Policy Rate Surprises (1993 - Present) Chart 3DU.K.: Government Bond Index Total Return & BoE Policy Rate Surprises (1993 - Present) Table 2U.K.: 12-Month Government Bond Index Returns And Rate Surprises (1993 - Present) Looking ahead, outcomes will be biased toward dovish surprises over the next six months given the uncertain outcome of the U.K.-E.U. Brexit negotiations. Against that backdrop, the BoE will remain accommodative despite inflationary pressures building up. Bank Of Japan (BoJ) Policy Rate Surprises The GGR does not seem to work when it comes to the Japanese bond market. This reflects the fact that both the markets and the Bank of Japan (BoJ) have understood that chronic low inflation has required no changes in BoJ policy rates (Chart 4A, second panel). Chart 4ABoJ Policy Rate Surprise & Yields I Chart 4BBoJ Policy Rate Surprise & Yields II While the 12-month BoJ policy rate surprise and the 12-month change in the Bloomberg Barclays Japan Treasury index yield displayed a strong positive correlation pre-1998, the correlation has broken down since then (Chart 4B). Negative excess returns over cash both coincide with dovish and hawkish surprises, on average over time. Further, dovish surprises coincide with positive excess returns only 45% of the time (Chart 4C and Chart 4D). Chart 4CJapan: Government Bond Index Excess Return & BoJ Policy Rate Surprises (1994 - Present) Chart 4DJapan: Government Bond Index Total Return & BoJ Policy Rate Surprises (1994 - Present) Table 3Japan: 12-Month Government Bond Index Returns And Rate Surprises (1994 - Present) Looking ahead, given that the BoJ will in all likelihood maintain its ultra-accommodative monetary policy stance in the near future, we do not expect the GGR to become more effective when applied to the Japanese bond market. Bank Of Canada (BoC) Policy Rate Surprises The GGR works relatively well for the Canadian bond market (Chart 5A). Chart 5ABoC Policy Rate Surprise & Yields I Chart 5BBoC Policy Rate Surprise & Yields II We observe a tight correlation between 12-month BoC policy rate surprises and the 12-month change in the Bloomberg Barclays Canada Treasury index yield, especially post-2010 (Chart 5B). Dovish surprises coincide with positive excess returns 81% of the time and 94% of the time if we look at total returns (Chart 5C and Chart 5D). Chart 5CCanada: Government Bond Index Excess Return & BoC Policy Rate Surprises (1993 - Present) Chart 5DCanada: Government Bond Index Total Return & BoC Policy Rate Surprises (1993 - Present) Table 4Canada: 12-Month Government Bond Index Returns And Rate Surprises (1993 - Present) Looking ahead, the BoC will most likely continue to follow the tightening path of the Federal Reserve, admittedly with a lag. However, accelerating inflation at a time when there is no spare capacity in the Canadian economy suggests that the BoC could deliver more rate hikes than are already priced for the next 12 months. As shown in Table 4, hawkish surprises from the BoC do coincide with negative monthly excess returns of -2.8%. Reserve Bank Of Australia (RBA) Policy Rate Surprises The GGR applies extremely well to the Australian bond market (Chart 6A). Chart 6ARBA Policy Rate Surprise & Yields I Chart 6BRBA Policy Rate Surprise & Yields II The 12-month RBA policy rate surprise and the 12-month change in the Bloomberg Barclays Australia Treasury index yield displays the tightest correlation out of all the countries covered (Chart 6B). Dovish surprises coincide with positive excess returns 83% of the time and 96% of the time if we look at total returns (Chart 6C and Chart 6D). Turning to hawkish surprises, they reliably coincide with negative excess returns. Chart 6CAustralia: Government Bond Index Excess Return & RBA Policy Rate Surprises (1994 - Present) Chart 6DAustralia: Government Bond Index Total Return & RBA Policy Rate Surprises (1994 - Present) Table 5Australia: 12-Month Government Bond Index Returns And Rate Surprises (1994 - Present) As can be seen on the bottom panel of Chart 6A, the RBA Monitor has been rapidly falling since 2016 and now stands in the "easier monetary policy" required. However, the RBA will likely have to see a rise in unemployment or a decline in realized inflation before it considers cutting rates, which raises a risk of "hawkish" surprises if the market begins to price in rate cuts. Reserve Bank Of New Zealand (RBNZ) Policy Rate Surprises The GGR works fairly well for Nez Zealand (NZ) government bonds (Chart 7A). Chart 7ARBNZ Policy Rate Surprise & Yields I Chart 7BRBNZ Policy Rate Surprise & Yields II 12-month RBNZ policy rate surprises and the 12-month change in the Bloomberg Barclays NZ Treasury yield exhibit a decent correlation (Chart 7B). Unusually, NZ is the only bond market covered in this report where both dovish and hawkish surprises coincide with positive excess returns on average, although positive episodes are much less frequent for hawkish surprises than for dovish surprises; respectively 55% and 86% (Chart 7C and Chart 7D). Chart 7CNZ: Government Bond Index Excess Return & RBNZ Policy Rate Surprises (2000 - Present) Chart 7DNZ: Government Bond Index Total Return & RBNZ Policy Rate Surprises (2000 - Present) Table 6New Zealand: 12-Month Government Bond Index Returns And Rate Surprises (2000 - Present) Looking ahead, the RBNZ has already provided forward guidance indicating that the Overnight Cash Rate (OCR) will most likely stay flat until 2020 - an assessment that we agree with, so the odds are against any policy surprises over at least the next 6-12 months. Using The Global Golden Rule To Forecast Government Bond Returns The practical application of the GGR is that it can be used as a framework for generating expected changes in yields and calculating total return forecasts for global government bond indices. The strong correlation demonstrated in the previous section between the 12-month policy rate surprises and the 12-month change in the average yield from the government bond indexes allows us to translate our "assumed" policy rate surprise over the next 12 months into expected changes in yields along the curve. With these expected yield changes, we can simply generate expected total returns using the following formula: Expected Total Return = Yield - (Duration*Expected Change In Yield) + 0.5*Convexity*E(DY2) E(DY2) = 1-year trailing estimate of yield volatility It is important to note that we would not give too much importance to what this analysis yields for longer-dated bonds. As shown in the Appendices, once we move into longer government bond maturities, the correlation between the policy rate surprise and the change in yields declines or even becomes non-existent for some countries. This result should not be surprising, as longer-term yields are driven by other factors besides simply changes in interest rate expectations. Inflation expectations, government debt levels and demand from longer-term investors like pension funds all can have a more outsized influence on the path of longer-term bond yields relative to the shorter-end. That results in much more uncertainty when it comes to the total return forecasts for long-dated maturities calculated with this framework. Practically speaking, we are not encouraging our readers to blindly follow that yield and return expectations generated by the GGR, even for bond markets where it clearly seems to be working over time. Rather, the GGR can be integrated in a larger asset-allocation framework for a global fixed-income portfolio by providing one possible set of bond market outcomes. On a total return basis, the results presented below, interpreted alongside the readings on the BCA Central Bank monitors, suggest that investors should be underweight core Euro Area (Germany, France and Italy), Australia and New Zealand while remaining overweight the U.K. and Canada over the next twelve months. As for Japan, given the likelihood that BoJ will leave its policy rate flat, the results hint at a neutral allocation. Jeremie Peloso, Research Analyst jeremie@bcaresearch.com Robert Robis, CFA, Senior Vice President Global Fixed Income Strategy rrobis@bcaresearch.com 1 Please see U.S. Bond Strategy Special Report, "The Golden Rule Of Bond Investing", dated July 24, 2018, available at usbs.bcaresearch.com. 2 Please see Global Fixed Income Strategy Weekly Report, "BCA Central Bank Monitor Chartbook: Divergences Opening Up," dated September 19, 2018, available at gfis.bcaresearch.com. Global Golden Rule: Germany In light of the forward guidance ECB President Mario Draghi has been providing to the markets, it appears that the most likely scenario over the next 12 months is for the ECB to keep interest rates on hold. Based on the strong relationships between 12-month ECB policy rate surprises and 12-month changes in yields along the curve (Appendix A), a flat interest rate scenario would be bond bearish for German government bonds especially at the short end of the curve with the 1-year German yield expected to rise by 16bps (Table 7A). Table 7AGermany: Expected Changes In Bund Yields Over The Next 12 Months (BPs) Using the expected change in yields thus inferred by the policy rate surprise, the German government bond aggregate index is forecasted to return 0.45% over the next 12 months (Table 7B). Table 7BGermany: Government Bond Index Total Return Forecasts Over The Next 12 Months Global Golden Rule: U.K. Markets are currently discounting only 21bps of rate hikes in the U.K. over the next year. Thus, even a scenario where the BoE delivers only a single 25bp rate hike would be bearish for U.K. Gilts, especially at the short-end of the curve. Applying the GGR, 1- and 3-year Gilt yields would be expected to rise by 20bps and 10bps respectively (Table 8A). Table 8AU.K.: Expected Changes In Gilt Yields Over The Next 12 Months (BPs) Interpolating these expected yield changes, the 1-3 year government bond index total return forecast would be 0.46%. On the other hand, if the BoE prefers to keep rates on hold given the uncertainty of the Brexit outcome, that same 1-3 year government bond index is forecasted to deliver 0.97% of total return over the next 12 months (Table 9B). This is our current base case scenario for Gilts. Table 8BU.K.: Government Bond Index Total Return Forecasts Over The Next 12 Months Global Golden Rule: Japan Despite many rumors to the contrary earlier this year, the base case view remains that the BoJ will not change its stance on monetary policy anytime soon. As such, the expected changes in JGB yields under a flat interest rate scenario over the next 12 months are close to zero at the short end of the curve and rather bond bullish at the longer end of the curve; for instance, the 30-year JGB yield would be expected to rally by 9bps (Table 9A). Table 9AJapan: Expected Changes In JGB Yields Over The Next 12 Months (BPs) In that most likely scenario, the Japanese government bond index is forecasted to deliver 0.83% of total return over the next 12 months. In the event that the BoJ surprises the markets by delivering one rate hike of 25bps, it would be bond bearish for JGBs and the total return forecasts for the government bond indices would be negative, regardless of the maturity (Table 9B). Table 9BJapan: Government Bond Index Total Return Forecasts Over The Next 12 Months Global Golden Rule: Canada Will the Bank of Canada follow the footsteps of the Fed? The markets certainly seem to think so, with more than three 25bps rate hikes priced in for next 12 months in the OIS curve. Table 10ACanada: Expected Changes In Government Bond Yields Over The Next 12 Months (BPs) That scenario would be outright bearish for Canadian government bonds, with 1- and 2-year yields rising by 16bps and 21bps, respectively (Table 10A). In terms of total returns, the GGR framework forecasts that with 75bps of rate hikes, the Canadian government bond aggregate index would deliver a positive return of 2.35% (Table 10B). This is because 75bps of hikes are currently discounted in the Canadian OIS curve, thus it would neither be a hawkish nor dovish surprise. Table 10BCanada: Government Bond Index Total Return Forecasts Over The Next 12 Months Global Golden Rule: Australia The RBA Monitor just dipped below the zero line, implying that easier monetary policy is required based on financial and economic data. Table 11A shows that a rate cut delivered by the RBA in the next 12 months would be bond bullish for Aussie yields, especially at the long end of the curve, where the 30-year Aussie bond yield would fall by 34bps. Table 11AAustralia: Expected Changes In Aussie Yields Over The Next 12 Months (BPs) Of all the interest rate scenarios presented in Table 11B, the two rate cut scenarios would return the highest total returns. For instance, the Australian government bond aggregate index would return 2.80% and 3.90% in the event of one and two 25bps rate hikes, respectively. Table 11BAustralia: Government Bond Index Total Return Forecasts Over The Next 12 Months Global Golden Rule: New Zealand Our view is that the Reserve Bank of New Zealand will stay on hold for a while longer, which is broadly the same message conveyed by the RBNZ Monitor being positive, but very close to 0. With that in mind, a flat interest rate scenario appears to be bond bearish for the NZ bond yields, except for the longer end of the curve (Table 12A). Table 12ANew Zealand: Expected Changes In NZ Yields Over The Next 12 Months (BPs) Table 12BNew Zealand: Government Bond Index Total For New Zealand, the government bond aggregate bond index is the only index provided by Bloomberg Barclays, as opposed to the other countries in our analysis where different maturities are given. In the flat interest rate scenario, the total return forecast for the overall index would be of 2.53% over the next 12 months. Appendix A: Germany Chart 1Change In 1-Year German Bund Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 2Change In 2-Year German Bund Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 3Change In 3-Year German Bund Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 4Change In 5-Year German Bund Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 5Change In 7-Year German Bund Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 6Change In 10-Year German Bund Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 7Change In 30-Year German Bund Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Appendix B: France Chart 8Change In 1-Year French OAT Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 9Change In 2-Year French OAT Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 10Change In 3-Year French OAT Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 11Change In 5-Year French OAT Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 12Change In 7-Year French OAT Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 13Change In 10-Year French OAT Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 14Change In 30-Year French OAT Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Appendix C: Italy Chart 15Change In 1-Year Italian Gov't Bond Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 16Change In 2-Year Italian Gov't Bond Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 17Change In 3-Year Italian Gov't Bond Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 18Change In 5-Year Italian Gov't Bond Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 19Change In 7-Year Italian Gov't Bond Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 20Change In 10-Year Italian Gov't Bond Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Chart 21Change In 30-Year Italian Gov't Bond Yield##BR##Vs. 12-Month ECB Policy Rate Surprise Appendix D: U.K. Chart 22Change In 1-Year Gilts Yield##BR##Vs. 12-Month BoE Policy Rate Surprise Chart 23Change In 2-Year Gilts Yield##BR##Vs. 12-Month BoE Policy Rate Surprise Chart 24Change In 3-Year Gilts Yield##BR##Vs. 12-Month BoE Policy Rate Surprise Chart 25Change In 5-Year Gilts Yield##BR##Vs. 12-Month BoE Policy Rate Surprise Chart 26Change In 7-Year Gilts Yield##BR##Vs. 12-Month BoE Policy Rate Surprise Chart 27Change In 10-Year Gilts Yield##BR##Vs. 12-Month BoE Policy Rate Surprise Chart 28Change In 30-Year Gilts Yield##BR##Vs. 12-Month BoE Policy Rate Surprise Appendix E: Japan Chart 29Change In 1-Year Japanese JGB Yield##BR##Vs. 12-Month BoJ Policy Rate Surprise Chart 30Change In 2-Year Japanese JGB Yield##BR##Vs. 12-Month BoJ Policy Rate Surprise Chart 31Change In 3-Year Japanese JGB Yield##BR##Vs. 12-Month BoJ Policy Rate Surprise Chart 32Change In 5-Year Japanese JGB Yield##BR##Vs. 12-Month BoJ Policy Rate Surprise Chart 33Change In 7-Year Japanese JGB Yield##BR##Vs. 12-Month BoJ Policy Rate Surprise Chart 34Change In 10-Year Japanese JGB Yield##BR##Vs. 12-Month BoJ Policy Rate Surprise Chart 35Change In 30-Year Japanese JGB Yield##BR##Vs. 12-Month BoJ Policy Rate Surprise Appendix F: Canada Chart 36Change In 1-Year Canadian Yield##BR##Vs. 12-Month BoC Policy Rate Surprise Chart 37Change In 2-Year Canadian Yield##BR##Vs. 12-Month BoC Policy Rate Surprise Chart 38Change In 3-Year Canadian Yield##BR##Vs. 12-Month BoC Policy Rate Surprise Chart 39Change In 5-Year Canadian Yield##BR##Vs. 12-Month BoC Policy Rate Surprise Chart 40Change In 7-Year Canadian Yield##BR##Vs. 12-Month BoC Policy Rate Surprise Chart 41Change In 10-Year Canadian Yield##BR##Vs. 12-Month BoC Policy Rate Surprise Chart 42Change In 30-Year Canadian Yield##BR##Vs. 12-Month BoC Policy Rate Surprise Appendix G: Australia Chart 43Change In 1-Year Aussie Yield##BR##Vs. 12-Month RBA Policy Rate Surprise Chart 44Change In 2-Year Aussie Yield##BR##Vs. 12-Month RBA Policy Rate Surprise Chart 45Change In 3-Year Aussie Yield##BR##Vs. 12-Month RBA Policy Rate Surprise Chart 46Change In 5-Year Aussie Yield##BR##Vs. 12-Month RBA Policy Rate Surprise Chart 47Change In 7-Year Aussie Yield##BR##Vs. 12-Month RBA Policy Rate Surprise Chart 48Change In 10-Year Aussie Yield##BR##Vs. 12-Month RBA Policy Rate Surprise Appendix H: New Zealand Chart 49Change In 1-Year NZ Yield##BR##Vs. 12-Month RBNZ Policy Rate Surprise Chart 50Change In 2-Year NZ Yield##BR##Vs. 12-Month RBNZ Policy Rate Surprise Chart 51Change In 3-Year NZ Yield##BR##Vs. 12-Month RBNZ Policy Rate Surprise Chart 52Change In 5-Year NZ Yield##BR##Vs. 12-Month RBNZ Policy Rate Surprise Chart 53Change In 7-Year NZ Yield##BR##Vs. 12-Month RBNZ Policy Rate Surprise Chart 54Change In 10-Year NZ Yield##BR##Vs. 12-Month RBNZ Policy Rate Surprise

Special Report

Highlights Chart 1Corporate Health: Improving Everywhere, ##br##Down In The U.S. Dollar bull markets are often accompanied by positive returns for the S&P 500. While a strong dollar hurts the earnings outlook for the S&P 500, it supports an expansion of multiples by putting downward pressure on rates and elongating the U.S. business cycle. The dollar and stocks are most positively correlated when the U.S. yield curve slope is between zero and 50-basis points, and flattening. Today's environment fits this bill. BCA is neutral on U.S. in a balanced portfolio. While the USD's strength should be associated with rising U.S. equity prices, the quality of U.S. stock returns is deteriorating. This warrants a certain degree of de-risking relative to our former overweight stance. Feature For the past two weeks, we have warned investors that the dollar rally was over-extended, and that a correction was likely to ensue. However, we also argued that this correction was likely to prove a countertrend move, and that the dollar was likely to end the year at higher levels. BCA has a neutral stance on equities on both a cyclical and tactical horizon. BCA is also neutral on U.S. equities within a global equity portfolio. For investors, it becomes important to understand whether a stronger dollar constitutes an additional downside risk for stocks. This is especially relevant in the U.S., where equity valuations are comparatively elevated, and where corporate health is deteriorating relative to the rest of the world (Chart 1). In this report, we built on the research of our colleague Anastasios Avgeriou, who spearheads BCA's U.S. Equity Sector Strategy service, who has shown that the dollar and the S&P often do rise in unison.1 Ultimately, while the dollar can have an impact on the relative performance of the U.S., it is generally not a strong determinant of the trend in the S&P 500. Strong Dollar And The S&P: Good Friends Indeed A picture is worth a thousand words. As Chart 2 illustrates, a strong dollar has never really been enough to slay a bull run in the S&P 500. Between late 1978 and early 1985, the real trade-weighted dollar rallied by 45%, yet the S&P 500 was able to advance by 102%. Between 1995 and 2002, the real trade-weighted dollar increased by 33% but rallied by nearly 92%. If one were to confine their observations to 1995 to August 2000 window, the dollar would have been up 16.5% and the S&P an outstanding 223%. Finally, from its most recent cyclical bottom in 2011 to the end of 2016, the trade-weighted dollar rallied by 22%, but the S&P 500 managed to rise by another impressive 68%. It is true that the magnitude of the strength of U.S. equities in the face of a strong dollar has decreased over time. This essentially reflects the fact that in the early 1980s, 20% of S&P 500 revenues were garnered outside the U.S. versus roughly 40% today, which in turn has increased the drag on earnings created by a stronger dollar. This problem is illustrated by the negative relationship present between the dollar and U.S. earnings revisions (Chart 3). Chart 2Strong Dollar, No Problem Chart 3Dollar Is Dangerous For The Earnings Outlook Yet, despite this negative link between earnings revisions and the dollar, the S&P can still rise when the dollar increases. What explains this seeming paradox? The answer is almost tautological: It is multiples. A strong dollar tends to be associated with a rising P/E ratio. This is because a strong dollar has a dampening impact on inflation. As a result, when the dollar rises, the Federal Reserve can keep interest rates lower than would otherwise be the case, fomenting periods of declining bond yields (Chart 4). Thanks to lower bond yields, not only do multiples get a boost, but additionally the domestically driven U.S. economic cycle also gets elongated. This further helps stocks in the process. Another more international dimension helps explain the positive correlation between stocks and the dollar. The dollar tends to experience its strongest rallies when U.S. growth is superior to that of the rest of the G-10. As Chart 5 illustrates, the bulk of the early 1980s dollar rally, of the late 1990s rally, and of the 2011 to early 2017 rally materialized when U.S. economic activity was outperforming. In all these instances, the relative strength of the U.S. economy attracted funds from abroad. This also meant that foreign funds flowing into the U.S. economy bolstered liquidity in the U.S. economy. Not only did this liquidity support economic activity, thereby counterbalancing the drag created by a stronger dollar, these funds also found their way into asset markets, generating higher multiples in the U.S. in the process. Chart 4Strong Dollar Hurts Yields Chart 5Growth Differentials Matter For The Dollar Bottom Line: A strong dollar in and of itself has never been enough to derail a bull market in the S&P 500. While a strong dollar creates a hurdle for foreign earnings accruing to U.S. firms, higher multiples often compensate for this negative. Essentially, a higher dollar causes downside to bond yields, warranting lower hurdle rates and higher valuations. Moreover, a stronger dollar diminishes inflationary pressures in the U.S., warranting easier Fed policy than would otherwise be the case. Since the U.S. economy is domestically driven, this elongates the business cycle, helping stocks in the process. Correlation And The Yield Curve Slope While a strong dollar does not seem to be a death threat for the equity market, are there environments when the dollar and the S&P 500 are more correlated than others? Table 1Dollar Versus S&P 500 Correlation: ##br##A Function Of The Yield Curve The answer to this question is yes. As Table 1 illustrates, the correlation between the dollar and the S&P 500 fluctuates significantly based on both the slope of the yield curve and whether the yield curve is flattening or not. Interestingly, when the yield curve is steep (defined as greater than a 50-basis-point spread between 10-year and 2-year Treasury yields), the dollar and U.S. stock prices tend to move in opposite directions. However, when the yield curve is flatter but before it has yet to invert (a yield curve slope of between zero and 50 basis points), the correlation between the dollar and the S&P 500 changes: it becomes positive. In fact, the time at which the correlation between stocks and the dollar is the highest is when the yield curve slope is in that zone and is also flattening. This is surprising, but at the same time it makes sense. We know that when the yield curve is flat but not inverted, the stock market tends to still rally (Chart 6). However, this flattening yield curve indicates that monetary conditions are not as accommodative as they once were. Interestingly, while the dollar performs poorly in the early innings of a monetary tightening campaign, it performs much better when monetary conditions are not so easy anymore that they juice up global growth, but they are not yet tight enough to cause an imminent recession in the U.S.2 This corresponds to a an environment with a flatter yield curve that has yet to invert, such as the one in place today. In light of these observations, the close correlation between the S&P 500 and the dollar in this environment should not be very surprising. Chart 6Flat And Flattening: No Problem For Stocks Bottom Line: The dollar and the stock market are not always positively correlated. However, when the U.S. yield curve slope stands between zero and 50 basis points and is flattening, the positive correlation between the S&P 500 and the dollar is at its strongest. This defines today's environment. Investment Implications BCA thinks the U.S. dollar has ample downside on a long-term basis. After all, the U.S. dollar trades at a significant premium to its PPP fair value, and this kind of overvaluation historically indicates significant downside for the greenback on a multi-year time horizon (Chart 7). Moreover, the Trump administration's fiscal policy is likely to result in a widening of both the fiscal and current account deficits. While a twin deficit rarely impacts the dollar negatively, so long as U.S. real rates rise relative to the rest of the world, it nonetheless often ends up being a harbinger of long-term weakness in the greenback.3 It is hard to make any inference for the S&P 500 based on a bearish long-term dollar view as historically, during a structural dollar bear market, the relationship between the greenback and the S&P has been rather ambiguous. However, BCA also thinks the 2018 dollar rally is not over. As Chart 8 shows, when U.S. rates are in the top of the distribution of interest rates among G-10 economies, the dollar tends to perform well. The U.S.'s status as the global high-yielder is currently unchallenged. This suggests the dollar has a natural advantage over other currencies through the remainder of the year. Chart 7Long-Term Downside For The Dollar... Chart 8...But 2018 Rally Is Not Over Moreover, as the U.S. economy is less exposed to the global industrial cycle than the rest of the world is, the U.S. dollar will benefit from the softening global economic environment. This is even truer, given that the U.S. economy was already set to outperform other G-10 economies even before the soft patch in global trade began. As a result, long-term flows into the U.S. are strong, which is generating a basic balance-of-payments surplus (Chart 9). American investors are not blind to this reality; the higher expected rate of returns on U.S. projects along with U.S. corporations bringing earnings back home to take advantage of the Trump tax cuts is generating outsized repatriation flows into the country, historically a good correlate of a strong dollar (Chart 10). This phenomenon is likely to remain alive through the remainder of the year. Chart 9Money Is Making Its Way Into The U.S. Chart 10Americans Like Their Dollar Since the U.S. yield curve slope currently stands between zero and 50 basis points while it is flattening in response to the Fed's interest rate hikes, we are in the part of the cycle where the dollar and stocks are positively correlated, and where they in fact often rise together. This suggests the S&P 500 has more upside ahead for the rest of the year as well. It is important to note that the tech sector is now the most at risk from the dollar strength as it has the largest percentage of foreign sales (Chart 11). However, BCA is neutral on stocks on a cyclical horizon. This is not because stocks will not be able to eke out some positive returns; it is because we are acutely aware that we stand close to the end of the bull market. Moreover, the end of an equity bull market is often marked by a pick-up in volatility. Accordingly, risk-adjusted returns for U.S. equities are declining. Hence, while an underweight stance on stocks is not yet warranted, a neutral stance is appropriate as we believe that it is better to be early and leave some money on the table than to be late.4 There remains a big risk that could cause the dollar to rally and stocks to fall, despite where we stand in the cycle: trade disputes. As Chart 12 illustrates, since May, tariff announcements and protectionist pronouncements have buoyed the dollar. However, the same announcements ultimately represent a real risk to profits as they create a real danger for global supply chains and imply higher cost of goods sold by U.S. corporations. Investors should monitor these risks closely. Chart 11S&P 500: Aggregate Sector International Revenue Exposure (%) Chart 12While Tariffs Can Help The Dollar, ##br##They Will Not Help Stocks Bottom Line: BCA anticipates the dollar to be able to rise over the course of the next six to nine months, as U.S. rates are in favor of the greenback and domestic growth outperformance will continue to favor inflows into the U.S. This bullish view on the U.S. dollar currently does not constitute a reason to downgrade stocks to underweight. In fact, at this stage of the cycle, U.S. stocks and the dollar tend to rise in unison. However, since the quality of the equity gains is likely to deteriorate as equity volatility is on an uptrend, BCA prefers to maintain a neutral cyclical stance on equities within a balanced portfolio rather than an overweight stance. Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com 1 Please see U.S. Equity Sector Strategy Insight Report, titled "Can the S&P 500 Continue Rising Alongside the U.S. Dollar?", dated October 13, 2016, available at uses.bcaresearch.com 2 Please see Foreign Exchange Strategy Weekly Report, titled "This Time Is NOT Different," dated May 25 2018, available at fes.bcaresearch.com 3 Please see Foreign Exchange Strategy Weekly Report, titled "Twin Deficits: Bearish Or Not, The Fed Holds The Trump Card," dated February 23 2018, available at fes.bcaresearch.com 4 Please see The Bank Credit Analyst Special Report, titled "U.S. Fiscal Policy: An Unprecedented Macro Experiment," dated June 28, 2018 available at bcaresearch.com.