Correlations

Highlights Since June, 6 structured recommendations achieved their profit targets: short building and construction (XLB) versus healthcare (XLV); long USD/CAD; long USD/HUF; long Nike versus L’Oréal; short corn versus wheat; and short marine transport versus market. Additionally, short AMC Entertainment expired in profit, while short Australian versus Canadian 30-year bonds expired flat. Within the open trades, 3 are in profit. Against this, 2 structured recommendations hit their stop-losses: short Austria versus Chile; and short lead versus platinum. Additionally, short France versus Japan expired in loss. Within the open trades, 6 are in loss. This results in a ‘win ratio’ at a very pleasing 59 percent. Even more commendably, the 9 unstructured recommendations have all anticipated reversals or exhaustions – most notably for the ZAR, BRL, and stocks versus bonds. Feature Chart of the WeekFractal Fragility Correctly Signalled The Exhaustion Of Stocks Versus Bonds Fractal Fragility Correctly Signalled The Exhaustion Of Stocks Versus Bonds Fractal Fragility Correctly Signalled The Exhaustion Of Stocks Versus Bonds A major advance in our understanding of financial markets is that the Efficient Market Hypothesis (EMH) is only partly true. The market is efficient only when a wide spectrum of investment horizons is setting the price, signified by the market having a rich fractal structure. The market is efficient only when a wide spectrum of investment horizons is setting the price, signified by the market having a rich fractal structure. The eponymous Fractal Market Hypothesis (FMH) teaches us that when the fractal structure becomes extremely fragile, the information and interpretation of longer-term investors is missing from the recent price setting. Meaning that the market has become inefficient. When the longer-term investors do re-enter the price setting process, the question is: will they endorse the most recent trend as a justification of a change in the fundamentals. In which case, the trend will continue. Or will they reject it as an unjustified deviation from a fundamental anchor. In which case, the trend will reverse. In most cases, it is the latter: a rejection and a reversal. As most investors are unaware of the FMH, it gives a competitive advantage to the few investors that use it to signal a potential countertrend reversal. On this basis, we have used it – and continue to use it – to identify countertrend investment opportunities with truly excellent results. Fractal Trade Update This a brief review and update of the 29 short-term trades that we have recommended since our last update on 3rd June 2021, including recommendations that were open on that date. The 29 recommendations have comprised 20 structured trades – which include profit-targets, symmetrical stop-losses, and expiry dates – plus a further 9 recommendations without structured exit points. In summary, 6 structured recommendations achieved their profit targets: short building and construction (XLB) versus healthcare (XLV); long USD/CAD; long USD/HUF; long Nike versus L’Oréal; short corn versus wheat; and short marine transport versus market. Additionally, short AMC Entertainment expired in profit, while short Australian versus Canadian 30-year bonds expired flat. Within the open trades, 3 are in profit. Against this, 2 structured recommendations hit their stop-losses: short Austria versus Chile; and short lead versus platinum. Additionally, short France versus Japan expired in loss. Within the open trades, 6 are in loss. This results in a ‘win ratio’ at a very pleasing 59 percent – counting a win as achieving the profit target, a loss as hitting the (symmetrical) stop-loss, and pro-rata for partial wins and losses. Even more commendably, the 9 unstructured recommendations have all anticipated reversals or exhaustions. The sections below review the structured and unstructured recommendations in chronological order. The 20 Structured Trades 1.  6th May: Short Building and Construction (PKB) vs. Healthcare (XLV) Achieved its profit target of 15 percent. 2.  6th May: Short MSCI France vs. Japan Expired after three months in partial loss but went on to become very profitable – implying that a longer holding period was required (Chart I-2). Chart I-2Short France Versus Japan Became Very Profitable Short France Versus Japan Became Very Profitable Short France Versus Japan Became Very Profitable 3.  13th May: Long USD/CAD Achieved its profit target of 3.7 percent and went on to reach a high-water mark of 5.7 percent. 4.  20th May: Long 10-year T-bond vs. TIPS Open, in profit, having reached a high-water mark of 2.7 percent (versus a 3.6 percent target). 5.  3rd June: Short MSCI Austria vs. Chile Hit its stop-loss of 7 percent, albeit after previously reaching a high-water mark of 5.3 percent – implying that the profit target needed to be tighter. 6.  10th June: Short AMC Entertainment Expired at a 4 percent profit, having reached a high-water mark of 65.3 percent (versus a 100 percent target) (Chart I-3). Chart I-3Fractal Analysis Works Very Well For Meme Stocks Fractal Analysis Works Very Well For Meme Stocks Fractal Analysis Works Very Well For Meme Stocks 7.  10th June: Long USD/HUF Achieved its 3 percent profit target, before continuing to a high-water mark of 7.6 percent (Chart I-4). Chart I-4HUF/USD Corrected By 7.6 Percent HUF/USD Corrected By 7.6 Percent HUF/USD Corrected By 7.6 Percent 8.  17th June: Long Nike vs. L’Oréal Achieved its 9 percent profit target, before continuing to a high-water mark of 31.3 percent (Chart I-5). Chart I-5L’Oréal Underperformed Nike By 31 Percent L'Oreal Underperformed Nike By 31 Percent L'Oreal Underperformed Nike By 31 Percent 9.  24th June: Short Corn vs. Wheat  Achieved its 12 percent profit target, before continuing to a high-water mark of 38.7 percent (Chart I-6). Chart I-6Corn Underperformed Wheat By 39 Percent Corn Underperformed Wheat By 39 Percent Corn Underperformed Wheat By 39 Percent 10.  1st July: Short US REITs vs. Utilities  Open, in profit, having reached a high-water mark of 3 percent (versus a 5 percent target). 11.  8th July: Short Marine Transport vs. Market Achieved its profit target of 16.5 percent. 12.  15th July: Short Lead vs. Platinum Hit its stop loss of 6.4 percent. 13.  15th July: Short Australia vs. Canada 30-year T-Bonds Expired flat. 14.  5th August: Short Tin vs. Platinum Open, in loss, albeit having reached a high-water mark of 9.3 percent (versus a 16.5 percent target). 15.  12th August: Long MSCI Hong Kong vs. MSCI World Open, in loss. 16.  12th August: Long New Zealand vs. Netherlands Open, in loss. 17.  19th August: Short India vs. China Open, in loss (Chart I-7). Chart I-7The Outperformance Of India Versus China Is Fractally Fragile The Outperformance Of India Versus China Is Fractally Fragile The Outperformance Of India Versus China Is Fractally Fragile 18.  26th August: Short Sugar vs. Soybeans Open, in loss. 19.  2nd September: Short Aluminum vs. Gold Open, in loss (Chart I-8). Chart I-8The Outperformance Of Base Metals Versus Precious Metals Is Fractally Fragile The Outperformance Of Base Metals Versus Precious Metals Is Fractally Fragile The Outperformance Of Base Metals Versus Precious Metals Is Fractally Fragile 20.  9th September: Short US Medical Equipment vs. Healthcare Services Open, in profit. The 9 Unstructured Trades 1.  10th June: Short ZAR/USD ZAR/USD subsequently corrected by 12 percent. 2.  24th June: Short Copper Copper’s rally subsequently exhausted. 3.  1st July: Short MSCI ACWI vs. 30-year T-bond The rally in stocks versus bonds has subsequently exhausted (Chart of the Week). 4.  8th July: Short BRL/COP BRL/COP subsequently corrected by 4 percent. 5.  8th July: Short Saudi Tadawul All-Share vs. FTSE Malaysia All Share KLCI The rally in Saudi Arabian equities versus Malaysian equities subsequently exhausted. 6.  12th August: Long NOK/GBP        NOK/GBP has subsequently rallied by 3 percent. 7.  26th August: Short Hungary vs. EM Hungary’s outperformance is losing steam. 8.  26th August: Short USD/PLN USD/PLN subsequently corrected by 3 percent. 9.  2nd September: Short Trade Weighted US Dollar Index The dollar rally is meeting near-term resistance.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Mohamed El Shennawy Research Associate Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Closed Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights The post-pandemic investment phase is just a continuation of the post-credit boom investment phase. This is because the pandemic has just accelerated the pre-existing shifts to a more remote way of working, shopping and interacting as well as the de-carbonisation of the economy. Combined with no new credit boom, these ongoing trends will structurally weigh on the profits of old economy sectors, consumer prices, and bond yields. At the same time, these trends are a continuing structural tailwind for the profits in those sectors that facilitate the shift to a more digital and cleaner world. Our high-conviction recommendation is to stay structurally overweight growth sectors versus old economy sectors… …and to stay structurally overweight the US stock market versus the non-US stock market. Fractal analysis: PLN/USD, Hungary versus Emerging Markets, and sugar versus soybeans. Feature Chart of the WeekUS And Non-US Profits Go Their Starkly Separate Ways US And Non-US Profits Go Their Starkly Separate Ways US And Non-US Profits Go Their Starkly Separate Ways Many people use the US stock market as a proxy for the world stock market. Intuitively, this makes sense, because the US stock market is the largest in the world, and the S&P 500 and Dow Jones Industrials are well-known indexes that we can monitor in real time. In contrast, world equity indexes such as the MSCI All Country World are less familiar and do not move in real time. Yet to use the US stock market as a proxy for the world stock market is a mistake. Although the US comprises makes up half of the world stock market capitalisation, the other half is so different – the non-US yan to the US yin – that the US cannot represent the world. As we will now illustrate. US Profits Have Doubled While Non-US Profits Have Shrunk Over the past ten years, US and non-US stock market profits have gone their starkly separate ways. While US profits have nearly doubled, non-US profits languish 10 percent below where they were in 2011! (Chart of the Week) While US profits have nearly doubled, non-US profits languish 10 percent below where they were in 2011. Of course, in any comparison of this sort, a key issue is the starting point. In this first part of our analysis, we are defining the starting point as the point at which profits had recouped all their global financial crisis losses. For both US and non-US profits this point was in March 2011 (Chart I-2 and Chart I-3). Chart I-2Comparing Profit Growth Since The Full Recovery From The Financial Crisis Comparing Profit Growth Since The Full Recovery From The Financial Crisis Comparing Profit Growth Since The Full Recovery From The Financial Crisis Chart I-3Comparing Valuation Expansion Since The Full Recovery From The Financial Crisis Comparing Valuation Expansion Since The Full Recovery From The Financial Crisis Comparing Valuation Expansion Since The Full Recovery From The Financial Crisis Because the issue of the starting point of the analysis is contentious, we will look at a much earlier starting point later in the report. But first, here are the decompositions of the US and non-US stock market moves from March 2011. US stock market profits are up 93 percent, while the multiple paid for those profits (valuation) is up 75 percent. Compounding to a total price gain of 235 percent (Chart I-4). Chart I-4US Profits Up 93 Percent, Valuation Up 75 Percent US Profits Up 93 Percent, Valuation Up 75 Percent US Profits Up 93 Percent, Valuation Up 75 Percent Non-US stock market profits are down -9 percent, while the multiple paid for those profits is up 38 percent. Compounding to a total price gain of a measly 25 percent (Chart I-5). Chart I-5Non-US Profits Down -9 Percent, Valuation Up 38 Percent Non-US Profits Down -9 Percent, Valuation Up 38 Percent Non-US Profits Down -9 Percent, Valuation Up 38 Percent The aggregate world stock market profits are up 24 percent, while the multiple paid for those profits is up 57 percent. Compounding to a total price gain of 94 percent (Chart I-6). Chart I-6World Profits Up 24 Percent, Valuation Up 57 Percent World Profits Up 24 Percent, Valuation Up 57 Percent World Profits Up 24 Percent, Valuation Up 57 Percent The Post-Credit Boom Phase Favours The US Over The Non-US Stock Market In the post-credit boom phase, several important features of stock market performance are worth highlighting. In absolute terms, valuation expansion has lifted US stocks by twice as much as non-US stocks, 75 percent versus 38 percent. Yet even the 75 percent expansion in the US stock market valuation has played second fiddle to the 93 percent expansion in US stock market profits. Absent valuation expansion, non-US stocks would stand lower today than in 2011. But for non-US stocks, whose structural profit growth has been non-existent, valuation expansion has been the only instrument for structural gains. Indeed, absent valuation expansion, non-US stocks would stand lower today than in 2011. And absent valuation expansion at a world level, the world stock market would lose three quarters of its ten-year gain. What can explain the startling performance differential between US and non-US stocks on both profit and valuation expansions? As we have argued before, most of the difference does not come from the underlying (US versus non-US) economies, but instead comes from the company and sector compositions of the stock markets. The US stock market is heavily over-weighted to global growth companies and sectors – such as technology and healthcare (Chart I-7) – which, by definition, have experienced structural growth in their profits. In contrast, the non-US stock market is heavily over-weighted to global old economy companies and sectors – such as financials, energy, and resources (Chart I-8) – whose profits have stagnated, or entered structural downtrends (Chart I-9). Chart I-7The US Stock Market Is Heavily Over-Weighted To Growth Sectors The US Stock Market Is Heavily Over-Weighted To Growth Sectors The US Stock Market Is Heavily Over-Weighted To Growth Sectors Chart I-8The Non-US Stock Market Is Heavily Over-Weighted To Old Economy Sectors The Non-US Stock Market Is Heavily Over-Weighted To Old Economy Sectors The Non-US Stock Market Is Heavily Over-Weighted To Old Economy Sectors   Chart I-9Old Economy Sector Profits Have Gone Nowhere Old Economy Sector Profits Have Gone Nowhere Old Economy Sector Profits Have Gone Nowhere At the same time, when bond yields decline, companies whose profits are growing (and time-weighted into the distant future) see a greater increase in their net present values. Hence, companies in the global growth sectors have experienced a larger valuation expansion than those in the old economy sectors. In this way, the US stock market has outperformed the non-US stock market on both profit growth and valuation expansion. The key question is, will these post-credit boom trends continue? The answer depends on whether the post-pandemic world marks a new phase for investment, or whether it is just a continuation of the post-credit boom phase. The Post-Pandemic Phase Is A Continuation Of The Post-Credit Boom Phase Let’s now address the issue of the starting point of our analysis by panning out to 1990. This bigger picture from 1990 shows three distinct phases for investors (Chart I-10 and Chart I-11). Chart I-10Since 1990, There Have Been Three Distinct Investment Phases Since 1990, There Have Been Three Distinct Investment Phases Since 1990, There Have Been Three Distinct Investment Phases Chart I-11The Post-Pandemic Investment Phase Is A Continuation Of The Post-Credit Boom Phase The Post-Pandemic Investment Phase Is A Continuation Of The Post-Credit Boom Phase The Post-Pandemic Investment Phase Is A Continuation Of The Post-Credit Boom Phase The first phase was the 1990s build-up to the dot com boom. This phase clearly favoured growth sectors, and thereby the US stock market versus the non-US stock market. The second phase was the early 2000s credit boom. This phase clearly favoured sectors that facilitated the credit boom or benefited from its spending – notably, the old economy sectors of financials, energy, and resources. Thereby it favoured the non-US stock market versus the US stock market. The third and most recent phase is the post-credit boom phase. This phase has flipped the leadership back to growth sectors as the absence of structural credit growth has stifled financials as well as the capital-intensive old economy sectors that had previously benefited from the credit boom. Additionally, the structural disinflation that has comes from weak credit growth has dragged down bond yields and – as already discussed – given a much bigger boost to growth sector valuations. Since 1990, there have been three distinct phases for investors: the dot com boom; the credit boom; and the post-credit boom. Now we come to the key question. Did 2020 mark the end of the post-credit boom phase and the start of a new ‘post-pandemic’ phase? On the evidence so far, the answer is an emphatic no. Crucially, there is no new credit boom. A still highly indebted private sector is neither willing nor able to borrow. And although public sector debt surged during the pandemic, governments are now keen to temper or rein in deficits. In any case, Japan teaches us that government borrowing – which is bond rather than bank financed – does nothing for the banks or the broader financial sector. An equally important question is, has the pandemic reversed the societal and economic trends of the post-credit boom phase? The answer is no. Quite the contrary, the pandemic has accelerated the pre-existing shifts to a more remote way of working, shopping and interacting as well as the de-carbonisation of the economy. Combined with no new credit boom, these ongoing trends are structurally disinflationary for the profits of old economy sectors as well as for consumer prices. Thereby, they will continue to weigh on bond yields. At the same time, the trends are a continuing structural tailwind for the profits in those sectors that facilitate and enable the shift to a more digital and cleaner world. While we are open to the evolving evidence, the post-pandemic investment phase seems an extension of the post-credit boom phase. This means that structurally, there is no reason to flip out of growth sectors back to old economy sectors. It also means that structurally, there is no reason to switch from US to non-US stocks. Fractal Analysis Update This week’s fractal analysis highlights three potential countertrend moves based on fragile fractal structures. First, the recent rally in the US dollar could meet near-term resistance given its weakening 65-day fractal structure. A good way of playing this would be long PLN/USD (Chart I-12). Chart I-12PLN/USD Could Rebound PLN/USD Could Rebound PLN/USD Could Rebound Second, the strong outperformance of Hungary versus Emerging Markets – largely driven by one stock, OTP Bank – has become a crowded trade based on its 130-day fractal structure. This would suggest underweighting Hungary versus the Emerging Markets index (Chart I-13). Chart I-13Underweight Hungary Versus EM Underweight Hungary Versus EM Underweight Hungary Versus EM Finally, the sugar price has skyrocketed as extreme weather has disrupted output in the world’s top producer, Brazil. Given that supply bottlenecks ultimately ease, a recommended trade would be to short sugar versus soybeans, using ICE versus CBOT futures contracts (Chart I-14). Set the profit target and symmetrical stop-loss at 8 percent. Chart I-14Short Sugar Versus Soybeans Short Sugar Versus Soybeans Short Sugar Versus Soybeans Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Closed Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights The decline in US Treasury yields has once again reduced the appeal of US paper, relative to foreign developed and emerging market bonds. Historically, lower US bond yields relative to other markets has been dollar bearish. The caveat is that if declining yields are due to a flight to safety, the dollar initially benefits due to US bond inflows. The academic research on which yields matter for currencies is mixed. Historically, short rates have mattered more. But with short-term interest rates anchored at zero, there is evidence investors are moving out the curve. Our bias is that looking across the yield curve will provide a more accurate picture of the countries that will benefit from bond inflows. More importantly, it is the sum of portfolio flows that drive a currency. This means equity flows will be important as well. Feature Global bond yields have rolled over, driven by the long end of the curve. The US 10-year yield has fallen from a high of 1.74% at the end of March to 1.29% today. While other bond yields have rolled over, the move has been more pronounced in the US. For example, the spread between the US 10-year Treasury and the 10-year German bund has narrowed from 200bps to 175bps. Given the correlation between relative interest rates – especially in real terms – and the dollar, a rare divergence has opened up in favor of short dollar positions (Chart I-1). A fall in yields can be driven by prospects of either slowing growth, lower inflation expectations, or a combination of the two. In the case of the US and to a certain extent the eurozone, the culprit behind lower yields has been a drop in both the real and the nominal component. This suggests that the markets are worried about central banks becoming too hawkish at the exact moment global growth is set to slow. Across maturities, the US yield curve has thus flattened (Chart I-2). Chart I-1Real Yields And Currencies Have Diverged Real Yields And Currencies Have Diverged Real Yields And Currencies Have Diverged Chart I-2Flattening Yield Curves Flattening Yield Curves Flattening Yield Curves A few questions arise from the setup above. How do you trade the dollar in the current environment? What is the future path for yields, especially relative yields? Should investors focus on a specific maturity as a signal for future currency moves? Finally, are yields the key driver of currencies in the current environment or should investors focus on other factors as well? Explaining Recent Dollar Strength Chart I-3Rising Demand For Hedges Rising Demand For Hedges Rising Demand For Hedges If the decline in rates globally has been led by the US, then why has the dollar remained strong? The first reason is rising safe-haven demand, especially as global growth peaks. Usually, as a counter-cyclical currency, the dollar benefits in a risk-off environment. The latest Treasury International Capital (TIC) data show that foreign inflows into US bonds have been part of the reason for the decline in Treasury yields since March. A reset in equity markets has also been a driver. The DXY index has been very closely correlated with the put-call ratio in the US, and increased demand for hedges, including long dollar positions, have benefited the greenback (Chart I-3). This has been consistent with the outperformance of the more defensive US equity market. The third reason has been a slowdown in relative economic momentum between the G10 and the US. Chart I-4 shows that the Citigroup economic surprise index for the euro area relative to the US remains strong but has rolled over. The story is similar using relative PMIs between the US and the rest of the G10. Relative economic performance has usually tended to dictate currency movements in the near term. Chart I-4Relative Economic Momentum Is Slowing Relative Economic Momentum Is Slowing Relative Economic Momentum Is Slowing Finally, as we highlighted a fortnight ago, the dollar was oversold and due for a tactical bounce. Leveraged funds have been covering their short positions in recent weeks, while speculators are now long the dollar (Chart I-5). Chart I-5Speculators Are Now Long The Dollar Speculators Are Now Long The Dollar Speculators Are Now Long The Dollar Going forward, most of these trends should reverse. While the Delta variant of COVID-19 is raging across countries, hospitalizations are low, and thus the case for renewed lockdowns is weak. Meanwhile, non-US growth should regain the upper hand, especially in countries like Japan where vaccinations are ramping up quite fast. Global yields should also rise, as output gaps close and inflation remains well anchored.             The Dollar And Interest Rates: Real Versus Nominal? As Chart 1 highlights, it is important to think about relative rates when looking for the next move in the dollar. The historical evidence is that there is little correlation between the dollar and the absolute level or direction of bond yields. Over the last few decades, global bond yields have collapsed while the dollar has undergone rolling bull and bear markets. Currencies react more to the path of relative real rates than nominal rates. By definition, a currency is the mechanism by which prices are equalized across borders. Rising inflation lowers the purchasing power of a currency, which in turn forces the currency to adjust lower in a globally competitive pricing system. Across the G10, there has been a longstanding relationship between real interest rate differentials and the path of the currency (Chart I-6). Chart I-6Negative Real Rates In The US Across The Curve Negative Real Rates In The US Across The Curve Negative Real Rates In The US Across The Curve Chart I-7The US Sports A Very Negative ##br##Real Yield Which Rates Matter For Currencies? Which Rates Matter For Currencies? Importantly, US real rates, especially at the short end of the curve, are very depressed. In fact, compared to other G10 countries, the US sports one of the worst 2-year real yields (Chart I-7). Based on the historical precedent illustrated in Chart I-6, a significant increase in US real rates is required to allow the dollar to rise on a structural basis. What About Hedged Yields? It is true that hedged yields in the US are positive for foreign investors. For example, hedged 10-year US yields for German bond investors provide 97 bps of pickup. For a Japanese investor, the yield pickup in the US is 96 bps, and for a British investor, it is 73 bps (Chart I-8A, Chart I-8B, Chart I-8C). Chart I-8BUS Hedged Yields For Japanese Investors US Hedged Yields For Japanese Investors US Hedged Yields For Japanese Investors Chart I-8AUS Hedged Yields For Euro Investors US Hedged Yields For Euro Investors US Hedged Yields For Euro Investors Chart I-8CUS Hedged Yields For British Investors US Hedged Yields For British Investors US Hedged Yields For British Investors   However, there is little correlation between the hedged yields and currency performance, and for good reason: Under covered interest rate parity, a hedged yield will be an arbitrage opportunity, which should be duly uncovered by efficient markets. This arbitrage window for hedged yields disappears if you extend the maturity of your hedging, as economic theory suggests. For example, hedging a 10-year bond with a 3-month currency forward can lead to massive losses as you roll over these contracts. This is because the cost of hedging in the short term tends to have wild fluctuations. For example, hedging in euros for a German investor buying Treasurys was over 300bps at the end of 2018. This wiped out the positive spread between the two bonds.  Many investors do not hedge currency exposure. In fact, the “least regrets” approach of hedging 50% of currency exposure has been quite popular.1 Therefore, focusing on the real yield, rather than the hedged or nominal yield (Chart I-9), has been a far more robust solution in gauging the direction of currencies. By definition, a hedged yield means buying a currency at spot and selling it forward. This should be currency neutral, and especially, arbitrage away the yield differential. Chart I-9Hedged Yields And Currencies: No Correlation Hedged Yields And Currencies: No Correlation Hedged Yields And Currencies: No Correlation Which Bond Yields Matter? The academic evidence suggests that short-term interest rates matter more for currencies, especially when policy is close to the zero bound. According to a BIS paper,2  not only has the FX impact of monetary policy grown significantly in the last few years, but short maturity bonds have had the strongest impact. Moreover, at a lower level of interest rates, the foreign-exchange impact is greater as the adjustment burden falls onto the exchange rate. Looking purely through the lens of the US dollar, our view is more nuanced. Foreign inflows into US long-term Treasurys have been improving tremendously, while flows into T-bills are relapsing (Chart I-10). This suggests longer-term rates have been a bigger driver of inflows into the US, and, more recently, the dollar rally. It is similar to what occurred at beginning of the dollar bull market last decade. Admittedly, the picture shifted over time, with shorter term flows becoming increasingly important as the Fed began to hike interest rates. Taking a step back, bond investors tend to span the duration spectrum, with pension funds investing in bonds many years out. As 1-year and 2-year yield differentials are not meaningfully different across countries (Chart I-11), this curtails the appeal of short-term paper. If inflation differentials are considered, it reduces the appeal of US paper even further. Chart I-10Long-Term Versus Short-Term Flows Long-Term Versus Short-Term Flows Long-Term Versus Short-Term Flows Chart I-11Narrow Gap In Short Term Yields Narrow Gap In Short Term Yields Narrow Gap In Short Term Yields Let’s not forget quantitative easing. If a central bank explicitly targets a bond yield near zero, like in Japan or Australia, that makes it difficult for that same yield tenor to generate positive inflows or send a reliable signal about the economy. This suggests a better method is looking at a spectrum of indicators, including yields at various maturities. Charts I-12 plots the yield differentials across maturities and countries. It shows that currencies have been correlated across the relative yield maturity spectrum. As such, we recommend investors monitor both short- and long-term yields in evaluating currency decisions. Chart I-12AYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12BYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12CYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12DYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12EYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12FYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12GYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12HYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities Chart I-12IYield Differentials Across Different Maturities Yield Differentials Across Different Maturities Yield Differentials Across Different Maturities    Other Asset Classes There are multiple drivers of exchange rates. Bond yields are just one of them. Equity and other flows also matter. It is the sum of portfolio flows that drive a currency. In fact, inflows into US equities and agency bonds have been the bigger drivers of the US dollar this year (Chart I-13). Outside the US, the correlation between interest rates and the currency can be very weak. The Canadian dollar is much more correlated with terms of trade than with real interest rate differentials. Rising oil prices attract inflows into Canadian corporate bonds and equities, which are positive for the currency. The key point is that flows tend to gravitate to capital markets with the highest expected returns. As such, monitoring flows other than government bond purchases is important. We expect that yields will be higher on a cyclical horizon. This will be beneficial for cyclical stocks, especially banks. This will also be beneficial for flows into non-US bourses, that have a higher weighting of cyclical stocks..  In short, the US equity market has become very tech heavy. Rising interest rates will hurt higher duration sectors such as technology and health care. At the margin, this hurts the relative performance of US equities (Chart I-14). Given that equity inflows have been a key driver of the US dollar, this will also hurt at the margin Chart I-13Agency Bonds And Equity Purchases Have Driven US Inflows Agency Bonds And Equity Purchases Have Driven US Inflows Agency Bonds And Equity Purchases Have Driven US Inflows Chart I-14US Valuations Benefit From ##br##Lower Rates US Valuations Benefit From Lower Rates US Valuations Benefit From Lower Rates   Concluding Thoughts US real interest rates have deteriorated relative to the rest of the world. As such, it will require a significant rise in US real rates to seriously question a dollar bearish view. Meanwhile, a modest rise in global rates will also be bearish for US stocks compared to non-US bourses. US rates are usually high beta, and so could rise more in an improving growth environment. But relative rates are correlated to relative growth. As such, if non-US growth picks up relative to the US, like the IMF expects, this will provide a modest fillip to non-US yields (Chart I-15). US real rates are also very negative, so the bar to create a genuine dollar rally is very high. Finally, the market still expects the Federal Reserve to lead the hiking cycle. This means that there is still potential for an upside surprise in interest rates outside the US, compared to within (Chart I-16). Chart I-15Relative Bond Yields And Relative Economic Momentum Relative Bond Yields And Relative Economic Momentum Relative Bond Yields And Relative Economic Momentum Chart I-16The Market Is Still Relatively Hawkish On The Fed The Market Is Still Relatively Hawkish On The Fed The Market Is Still Relatively Hawkish On The Fed   Housekeeping Our long Scandinavian basket was triggered at our buy point of a -2% pullback from July 9th levels. As such, we are now short EUR/NOK, USD/NOK, EUR/SEK, and USD/SEK. We were also stopped out of our long silver/short gold position for a small loss. We will be looking to reopen this trade in the coming weeks.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Footnotes 1 Michenaud, S., and  Solnik, B., , “Applying regret theory to investment choices: Currency hedging decisions,” Journal of International Money and Finance 27, 2008, 677-694. 2 Ferrari, Massimo, Kearns, Jonathan and Schrimpf, Andreas, “Monetary policy’s rising FX impact in the era of ultra-low rates,” Bank of International Settlements, April 2017. Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 Data out of the US this week was mixed: June retail sales came in better than expected. The control group rose 1.1% month on month, versus a -1.4% decline in May. For July, the University of Michigan survey showed inflation expectations continue to edge higher, but the sentiment of current conditions and expectations was well below consensus. Inflows into US assets reversed in May, with net outflows of $30.2bn. Existing home sales rose by 1.4% month on month in June to 5.9 million units. The US dollar DXY index rose modestly this week. Technically, the dollar is now approaching overbought territory. Our intermediate-term indicator has broken above 60, speculators are now long the dollar and sentiment on the greenback has turned up at a time when real rates remain negative in the US. This suggests much optimism is in the price. Report Links: Arbitrating Between Dollar Bulls And Bears - March 19, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 Are Rising Bond Yields Bullish For The Dollar? - February 19, 2021 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Data out of the eurozone this week was robust: The trade balance came it at €9.4bn for May. Final June CPI was in line with expectations – 1.9% for headline and 0.9% for core. The ECB kept rates unchanged in their July 22 meeting, but added to their framework of forward guidance. The euro fell by 40bps this week. Following Christine Lagarde’s Bloomberg interview last week, the ECB made some policy changes. First, they will allow for an inflation overshoot should this be consistent with longer-term inflation at 2%. They will also likely extend the PEPP beyond the March deadline, so no tapering before then. Finally, interest rates are expected to remain negative as far as the eye can see. This is nudging the euro towards becoming a low-beta currency. Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 The Euro Dance: One Step Back, Two Steps Forward - April 2, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Japanese Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 There was some positive news out of Japan this week: Exports rose 48.6% year on year in June. Imports also expanded at a 32.7% year-on-year pace, signaling rising domestic demand momentum. National CPI for June was in line with expectations. The core measure was at 0.2%. Supermarket sales continued to improve in June. The yen was down 0.3% against the dollar this week. The yen is the most shorted developed-market currency, and our intermediate-term indicator is at bombed-out levels. This is occurring at a time when domestic data is on the mend. This is bullish from a contrarian perspective. Report Links: The Case For Japan - June 11, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 There was some mixed data out of the UK this week: Rightmove house prices rose 5.7% year on year in July. The CBI survey was softer than expected in July. Total orders fell from 19 to 17, while the component of selling prices and business optimism fell 4 and 5 points respectively. The pound fell by 0.5% against the US dollar this week. Momentum on the pound continues to suggest near-term downside. Our intermediate term indicator is still blasting downward, and speculators are cutting their long positions from very aggressive levels. This suggests continued near-term downside in cable. Report Links: Why Are UK Interest Rates Still So Low? - March 10, 2021 Portfolio And Model Review - February 5, 2021 Thoughts On The British Pound - December 18, 2020 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 There was scant data out of Australia this week: NAB business confidence for Q2 fell from 19 to 17. The RBA minutes confirmed that the central bank will stay dovish in the near term. The AUD fell by 0.7% this week against the USD, the worst performing G10 currency. COVID-19 will continue to dictate near-term developments in Australia, with the latest lockdowns having slowed economic activity. Speculators have started shorting the AUD on this basis (in addition to the risk of a decline in metal prices). In the end, if the COVID-19 crisis proves transient, it will create a coiled spring response for the AUD. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 Portfolio And Model Review - February 5, 2021 Australia: Regime Change For Bond Yields & The Currency? - January 20, 2021 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 The was scant data out of New Zealand this week: Credit card spending rose 6.3% year on year in June. The performance services index rose from 56.1 to 58.6 in June. The NZD was down 23bps versus the US dollar this week. Last week’s rally in the NZD, following the signal that the RBNZ will end QE this week, is fizzling. From a technical standpoint, speculators are neutral the NZD, but our intermediate-term indicator has not yet bottomed out. We are long CHF/NZD, as a reset in global asset prices could increase currency volatility and benefit the pair. Report Links: How High Can The Kiwi Rise? - April 30, 2021 Portfolio And Model Review - February 5, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 Data out of Canada this week has been robust: June housing starts came in at 282.1K versus expectations of 270K. Foreigners continued to accumulate Canadian securities in June, to the tune of C$20bn. House prices remain on fire. The Teranet/National Bank index rose 16% year on year in June. The Bloomberg Nanos Confidence index held steady at 66.3. The CAD rose by 0.2% this week, performing better than other G10 currencies. The longer-term outlook for the loonie is clearly positive as the BoC will hike interest rates ahead of the Federal Reserve. Near term, USD/CAD could retest the 1.28 level as our intermediate-term indicator continues to work off overbought conditions. Ultimately, we will be selling this pair between 1.28 and 1.30. Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 Will The Canadian Recovery Lead Or Lag The Global Cycle? - February 12, 2021 The Outlook For The Canadian Dollar - October 9, 2020 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 There was scant data out of Switzerland this week: Exports fell 3% month on month in June. However, watches continued to sell well, with exports rising 71% year on year. Total sight deposits were unchanged at CHF 712 bn for the week of July 16. The Swiss franc was down 0.2% this week. A rebound in global bond yields is a threat to franc long positions. However, we believe the period of volatility in both economic data and equity markets is not over. As such, the franc will benefit from safe-haven inflows. We are long the CHF/NZD cross on this basis. Report Links: An Update On The Swiss Franc - April 9, 2021 Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 Data out of Norway is improving: Industrial confidence came in at 11.3 for Q2, from 8.6 the previous quarter. The NOK was down by 0.5% this week against the dollar. This triggered our limit-buy on Scandinavian currencies at the -2% trigger level we had originally been targeting. As such, we are now short EUR/NOK and USD/NOK. With real yields in Norway much higher than in the US or Europe, portfolio flows should benefit the NOK. Report Links: The Norwegian Method - June 4, 2021 Portfolio And Model Review - February 5, 2021 Revisiting Our High-Conviction Trades - September 11, 2020 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Recent data from Sweden have been somewhat mixed: There is a slight upward revision to the Bloomberg economic forecasts. GDP growth is now expected to be 4% year on year in 2021, from a previous estimate of 3.5%. However, CPI was revised down 10bps to 1.7% this year, and 1.4% next year, considering the disappointing CPI print last week. The SEK was down 20bps this week. The SEK remains one of our most potent plays on a global growth recovery. Historically, the SEK has correlated very well with global growth variables and relative economic growth between Sweden and the rest of the world. This week, our limit-buy on Scandinavian currencies was triggered. As such, we are now short EUR/SEK and USD/SEK. Report Links: Revisiting Our High-Conviction Trades - September 11, 2020 More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 Sweden Beyond The Pandemic: Poised To Re-leverage - March 19, 2020 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Highlights The dollar smile theory was valid around the COVID-19 crisis but does not stand the test of time. A more useful framework for determining the long-term trend in the dollar is observing global business cycle dynamics. The 2000s experience could provide a useful roadmap for the dollar this coming decade. We remain dollar bears over a 9-to-12-month horizon, although the dollar could stage a short-lived rally in the interim. Feature The “dollar smile” theory1 is the premise that the dollar tends to rise when the US economy is either too strong or too weak. Only in the precise environment, when the US economy is neither too hot nor too cold would you experience a dollar decline (Chart I-1). Chart I-1The Dollar Smile Theory The Dollar Smile Theory The Dollar Smile Theory This theory particularly resonates with traders and financial speculators as each handle of the smile can be explained by economic theory. For example, when the US economy is running hot, this usually prompts the Federal Reserve to hike interest rates. This supports the dollar. When the US economy is entering a recession, this is generally accompanied by a flight to safety. Inflows into safe-haven US bonds and defensive sectors of the stock market would also tend to boost the dollar. The fact that the dollar can rise in these polarizing set of circumstances makes a long dollar view particularly attractive as the default position. The key questions therefore for investors are: First, how does this theory hold up in terms of evidence? and, second, how should FX portfolios be positioned in the current environment? The Evidence During the height of the COVID-19 crisis, the smile theory certainly proved correct. Chart I-2 shows that the DXY index tended to rise approximately 58% of the time when the S&P 500 was either up by 2% or down by 2%. However, when the sample size is broadened, even to a few years, the theory falls apart. From 2010-2020, the DXY index rose only 37% of the time when the S&P 500 was up 2%, while it rose almost 50% of the time when the S&P 500 was down 2% (Chart I-3). Meanwhile, this sample size is particularly biased since during that period, the dollar was in a bull market, and the US economy was quite strong. Chart I-2The Dollar Smile Around The 2020 Pandemic The Dollar Smile Theory The Dollar Smile Theory Chart I-3The Dollar Smile Around Full Business Cycles The Dollar Smile Theory The Dollar Smile Theory Chart I-4US Industrial Production And The Dollar: No Correlation The Dollar Smile Theory The Dollar Smile Theory In economic terms, we get a similar picture. The relationship between US industrial production and the greenback is weak at best, with little evidence of a smile (Chart I-4). For example, there was no discernable trend in the dollar when US industrial production was between 0-5%, or even 5-10%. Admittedly, the dollar does rise when US manufacturing is in recession. A More Useful Framework Chart I-5US Relative Growth And The Dollar: Linear Correlation The Dollar Smile Theory The Dollar Smile Theory While the dollar is a complex variable, explaining its longer-term trend boils down to two simple rules of thumb: Is the global economy recovering or contracting? And if so, is the US leading or lagging this recovery? Chart I-5 shows that the dollar tends to rise when US economic activity is picking up relative to the world, but tends to fall otherwise, albeit with a few outliers. Meanwhile, one of the reasons the US dollar has done well during recessions is that the US economy generally has had more shallow recessions than other advanced economies in recent years. Through this lens, the US performs comparatively better during global downturns (Chart I-6). Going forward, the IMF predicts that non-US growth should fare better than growth in the US over the next few years. We side with the IMF: The global economic recovery will remain intact and will rotate from the US to other economies. Chart I-6US Growth Usually Outperforms During Recessions The Dollar Smile Theory The Dollar Smile Theory Chart I-7Spectacular Recovery In Vaccinations Outside The US Spectacular Recovery In Vaccinations Outside The US Spectacular Recovery In Vaccinations Outside The US The primary rationale is that most G10 countries lagged the US in their vaccination campaigns in 2020 and earlier this year. That is starting to change now, as vaccinations in the rest of the G10 are ramping up (Chart I-7). Meanwhile, vaccinations are proving effective against death and hospitalizations for the Delta variant of the COVID-19 virus. A turnaround in the vaccination campaign would not only boost public opinion about the COVID-19 response but would also be a welcome fillip to much subdued consumer and business sentiment outside the US. Taking a step back, there is a strong case to be made that cyclically, both eurozone and Japanese growth could surprise to the upside due to pent-up demand. For the eurozone, the debt crisis from 2010-2012 was a severe blow to the recovery. In Japan, rolling crises from the Fukushima disaster in 2011 to the consumption tax hikes both in 2014 and 2019 were growth handicaps. Chinese monetary tightening in 2015 caused a sharp manufacturing recession that was a severe blow to non-US economies, including Japan and the eurozone. This time around, coordinated monetary and fiscal stimulus could allow for a few years of a genuine growth recovery. In a nutshell, the dollar smile that occurred around the pandemic last year was due to the uncertainty about the future path of growth, while the US was leading the world in both monetary and fiscal stimulus. The US also led in the vaccination campaign. As other economies adopt this template, the smile should fade, as has empirically been the case over time. Echoes From The 2000s The 2000s experience could provide a useful roadmap for the dollar in this coming decade (Chart I-8). US growth was underperforming the rest of the world during that time. The primary driver was a commodity boom driven by massive infrastructure spending in China. This time around, a concerted push towards green energy will sustain bull markets in metals such as copper, nickel, cobalt, aluminum, and silver, benefiting the economies of producer countries (Chart I-9). Leaders in building renewable energy infrastructure, such as Europe, could also see a boom as demand for their goods and services rise. Chart I-8A Roadmap For The Dollar In The Next Decade A Roadmap For The Dollar In The Next Decade A Roadmap For The Dollar In The Next Decade Chart I-9At The Cusp Of A New Commodity Super Cycle? At The Cusp Of A New Commodity Super Cycle? At The Cusp Of A New Commodity Super Cycle? The aftermath of the tech bubble bust created extremely easy policy settings for the US. The Federal Reserve cut interest rates to a low of 1% in 2003. Meanwhile, fiscal policy was much more accommodative than what was needed to close the output gap. The combination led to a massive expansion in the US twin deficits, a similar situation to today (Chart I-10). Chart I-10A 2000s Roadmap A 2000s Roadmap A 2000s Roadmap Chart I-11Real Yields: Now Versus Then Real Yields: Now Versus Then Real Yields: Now Versus Then Excess demand in the US started to create inflationary pressures, with headline inflation consistently between 2-4% from 2000-2008. Real rates in the US cratered, which hurt the dollar. This time around, inflation is rising fastest in the US (even if it is transitory). Meanwhile, The Fed is the only central bank that has an asymmetric inflation target. Other central banks (such as the Reserve Bank of New Zealand, the Bank of Canada or Norges Bank) have stated they will normalize policy, even though they also view their inflation as transitory. So real rates are and will be rising faster outside the US (Chart I-11). In short, most of the conditions that have usually characterized a dollar bear market for a decade or so are in place today. The Federal Reserve is committed to staying easy, US real rates are depressed, and growth should be stronger outside the US compared to within it, a similar template to what we saw in the 2000s. From A Dollar Shortage To An Avalanche The dollar smile theory works particularly well when there is a shortage of dollars, like in 2020. The lack of dollar liquidity was a tailwind behind the dollar bull market during the last decade. Today, the Fed’s balance sheet is still expanding, and the massive liquidity injection from quantitative easing has tremendously improved the global supply of dollars. One measure of global dollar liquidity is the sum of the Federal Reserve’s custody holdings together with the US monetary base. Every time this measure has severely contracted in the past, the shortage of dollars has exacerbated a blow-up somewhere, typically among other countries running twin deficits (Chart I-12). For example, since the global financial crisis, a deceleration in this measure coincided with the European debt crisis, the China slowdown, and more recently, the COVID-19 crisis, with steep depreciation in many procyclical currencies and a vicious rally in the dollar. Chart I-12An Explosion In The US Monetary Base An Explosion In The US Monetary Base An Explosion In The US Monetary Base Fast forward to today and it is difficult to imagine such a scenario playing out over the next 9-12 months. The Fed has swap lines with many foreign developed and emerging market central banks that can draw on dollar liquidity until the end of this year. These lines are likely to be extended if the economic environment deteriorates before year-end. Meanwhile, the lack of uptake from these lines suggests foreign central banks are flush with dollars (Chart I-13). The Federal Reserve’s custody holdings also argue that there is little shortage of dollars internationally, compared to 2008 or 2020 (Chart I-14). With the US current account deficit widening, outflows of US dollars will continue to keep global dollar liquidity flush. Chart I-13Swap Lines Are Not Being Tapped Swap Lines Are Not Being Tapped Swap Lines Are Not Being Tapped Chart I-14Custody Holdings Are Picking Up Custody Holdings Are Picking Up Custody Holdings Are Picking Up Cross-currency basis swaps are well contained, suggesting no US dollar funding pressures abroad. Chart I-15Rising Non-USD Debt Rising Non-USD Debt Rising Non-USD Debt It is important to note that euro- and yen-denominated debt are also expanding (Chart I-15). These are smaller in outstanding amounts than US-denominated debt but reflect the gradual shift in the allocation of currencies away from dollars. In a nutshell, the system is awash with both dollars and other international reserve currencies, limiting the negative feedback loop that dollar shortages have usually triggered. Concluding Thoughts We made the case last week that the dollar is experiencing a countertrend bounce, likely to continue over the next month or so. Beyond that, however, the dollar should depreciate towards the end of the year into next year. Meanwhile, our analysis suggests the dollar smile theory works best near recessions when the US economy is likely to outperform and the safe-haven status of US Treasuries is likely to buffet the greenback. Outside of these periods which represent only 5% of the last four decades, the dollar smile theory falls apart.    Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com   Currencies US Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2   There were a few strong data releases out of the US: Inflation continues to inflect higher in the US. Headline CPI came out at 5.4% versus expectations of 4.9% in June. Core came in at 4.5% versus expectations of 4.0%. The PPI report was equally robust, with core prices rising well above expectations to the tune of 5.6%. The NFIB small business optimism survey jumped from 99.6 to 102.5. Empire manufacturing data for July was 43 versus 17.4 the prior month. The US dollar DXY index is up 0.4% this week. The big data release was the increase in US inflation but relative calm in bond markets seems to cement the view that financial participants consider it transitory. There is still scope for the US dollar to work off oversold conditions, but our bias is that it will be lower in the next 9-12 months.   Report Links: Arbitrating Between Dollar Bulls And Bears - March 19, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 Are Rising Bond Yields Bullish For The Dollar? - February 19, 2021 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2   There was scant data out of the eurozone this week: The Bloomberg GDP survey showed that both Q2 and Q3 GDP growth were revised higher. 2022 growth was also revised higher from 4.2% to 4.3%. In the same survey, there was no change expected in policy rates in the foreseeable future. CPI across eurozone countries was in line with expectations: 2.5% in Spain, 2.1% in Germany and 1.9% in France for the month of June. Over the weekend, in a Bloomberg interview, Christine Lagarde told us to expect a significant update to the eurozone’s monetary policy and forward guidance in the July 22 meeting. Our bias is that given the new symmetric inflation target, PEPP will be rolled over into a new program, revised asset purchases will be announced to accommodate for climate change, and possibly more forward guidance that gives us a window into when the ECB will exit negative rates. Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 The Euro Dance: One Step Back, Two Steps Forward - April 2, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2   There was some positive news out of Japan this week: Core machine orders rose 12.2% year on year in May, versus an expectation of a 6.3% increase. PPI came in at 5% year on year in June, in line with expectations. Machine tool orders rose 97% year on year in June. Importantly, domestic orders grew faster. The yen was down 0.14% against the dollar this week, after a stellar performance last week. The yen continues to sit in a sweet spot among G10 currencies. Falling nominal yields elsewhere are increasing the appeal of yen cash in real terms. Meanwhile, there is the upshot of cyclical improvement in Japan, which will benefit inflows into yen assets.   Report Links: The Case For Japan - June 11, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2   There was significant data out of the UK this week: The 3-month-on-3-month GDP release for May came in at 3.6%, below expectations. Industrial production growth for May was 20.6% year on year, below the 27.5% increase in April. The trade deficit improved from GBP 11bn to GBP 8.5bn. CPI was above target in June, with core at 2.3% and the RPI at 3.9%. The house price index rose 10% year on year in May. Employment increased 25K in May, which disappointed expectations of a 91K increase. The pound rose 0.5% against the US dollar this week. The market reacted positively to the upside surprise in inflation, suggesting the BoE might normalize policy sooner than expected.   Report Links: Why Are UK Interest Rates Still So Low? - March 10, 2021 Portfolio And Model Review - February 5, 2021 Thoughts On The British Pound - December 18, 2020   Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2   There were a few important data releases out of Australia this week: NAB business conditions deteriorated. The conditions component fell from 37 to 24 in June, while the confidence component fell from 20 to 11. Westpac consumer confidence rose slightly to 108.8 from 107.2 in July. The employment report was better than expected. There were 29.1K jobs added in June, pushing the unemployment rate down to 4.9%. The mix was also great with 51.6K full-time jobs added versus a loss of 22.5K part-time jobs. The AUD was up 0.13% this week against the USD. Melbourne has joined Sydney in the lockdown, and so there is room for economic data to keep disappointing over the next few weeks. In hindsight, the RBA’s decisively dovish bias relative to other central banks seemed to be the appropriate strategy. In the end, if the COVID-19 crisis proves transient, it will create a coiled spring response for the AUD. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 Portfolio And Model Review - February 5, 2021 Australia: Regime Change For Bond Yields & The Currency? - January 20, 2021 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2   The was scant data out of New Zealand this week: REINZ house prices rose 6.2% year on year in June. Net migration for May was 1182 versus 1087 the prior month. The NZD was up 60bps versus the US dollar this week. While the RBNZ kept interest rates at 0.25%, it signaled QE will end on July 23, a full year ahead of schedule. Markets are now priced for a rate hike as early as August. Our long CHF/NZD position was offside in this environment. Our conviction on this trade has fallen given the hawkish shift from the RBNZ, but we recommend holding onto this trade, as a reset in global asset prices could increase currency volatility and hurt the pair. Report Links: How High Can The Kiwi Rise? - April 30, 2021 Portfolio And Model Review - February 5, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2   Data out of Canada this week has been robust: The employment report was stellar. 231K new jobs were added in June. The unemployment rate fell from 8.2% to 7.8%. The participation rate also increased from 64.6% to 65.2%. The BoC kept interest rates on hold at 0.25% but cut its weekly asset purchases from C$3 billion to C$2 billion. The Bloomberg Nanos Confidence index held steady at 66.4. The CAD fell by 0.2% this week and was flat on the announcement. The loonie has softened since the bottom in the DXY index, as overbought conditions are being worked off. There was no new information out of the recent BoC meeting – the central bank is on pace to start lifting rates ahead of the Fed as long as Canada approaches full employment and inflation remains above target. This will limit downside on the CAD. Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 Will The Canadian Recovery Lead Or Lag The Global Cycle? - February 12, 2021 The Outlook For The Canadian Dollar - October 9, 2020 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2   The was scant data out of Switzerland this week: Producer prices rose by 2.9% year on year in June. Total sight deposits were unchanged at CHF 712 bn for the week of July 9. The Swiss franc was down 0.3% this week, after a nice run-up last week. Falling yields will continue to improve the relative appeal of the franc, like the yen. The franc will also benefit from safe-haven inflows if equity markets correct. We are long the CHF/NZD cross on this basis and are sticking with this recommendation. Report Links: An Update On The Swiss Franc - April 9, 2021 Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2   Data out of Norway is improving: June CPI came in at 2.9% as expected. Underlying CPI was also 1.4%. PPI came in at 37.1% year on year in June, driven by high oil prices. The trade balance improved from NOK 15.5bn to NOK 25bn in June. The NOK was down by 1.7% this week against the dollar. We have a limit-buy on the Scandinavian currencies at -1.4% from current levels, on expectation that the sell-off is short lived. Report Links: The Norwegian Method - June 4, 2021 Portfolio And Model Review - February 5, 2021 Revisiting Our High-Conviction Trades - September 11, 2020   Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2   Recent data from Sweden have been somewhat soft: Headline CPI fell from 1.8% in May to 1.3% in June. The core measure also fell from 2.1% to 1.6% but was better than expectations. The core core measure came in at 0.9% as expected. The SEK was the weakest G10 currency this week, falling by 0.7%. A disappointment in Swedish inflation is a surprise, given the inflationary overshoots we are seeing elsewhere. As Sweden is a small, open economy, inflation there will pick up (via imported inflation), which will lift expectations that the Riksbank will normalize policy. Report Links: Revisiting Our High-Conviction Trades - September 11, 2020 More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 Sweden Beyond The Pandemic: Poised To Re-leverage - March 19, 2020   Footnotes 1The theory was proposed by Stephen Jen, a former IMF economist and now a hedge fund manager at Eurizon SLJ Capital in London. Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Highlights China's high-profile jawboning draws attention to tightness in metals markets, and raises the odds the State Reserve Board (SRB) will release some of its massive copper and aluminum stockpiles in the near future. Over the medium- to long-term, the lack of major new greenfield capex raises red flags for the IEA's ambitious low-carbon pathway released last week, which foresees the need for a dramatic increase in renewable energy output and a halt in future oil and gas investment to achieve net-zero emissions by 2050. Copper demand is expected to exceed mined supply by 2028, according to an analysis by S&P, which, in line with our view, also sees refined-copper consumption exceeding production this year (Chart of the Week). A constitution re-write in Chile and elections in Peru threaten to usher in higher taxes and royalties on mining in these metals producers, placing future capex at risk. Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk. We remain bullish copper and look to get long on politically induced sell-offs as the USD weakens. Feature Politicians are inserting themselves in the metals markets' supply-demand evolutions to a greater degree than in the past, which is complicating the short- and medium-term analysis of prices. This adds to an already-difficult process of assessing markets, given the opacity of metals fundamentals – particularly inventories, which are notoriously difficult to assess. Chinese Communist Party (CCP) jawboning of market participants in iron ore, steel, copper and aluminum markets over the past two weeks has weakened prices, but, with the exception of steel rebar futures in Shanghai – down ~ 17% from recent highs, and now trading at ~ 4911 RMB/MT –  the other markets remain close to records.  Benchmark 62% Fe iron ore at the port of Tianjin was trading ~ 4% lower at $211/MT, while copper and aluminum were trading ~ 5.5% and 6.5% off their recent records at $4.535/lb and $2,350/MT, respectively. In addition to copper, aluminum markets are particularly tight (Chart 2). Jawboning aside, if fundamentals continue to keep prices elevated – or if we see a new leg up – China's high-profile jawboning could presage a release by the State Reserve Board (SRB) of some of its massive copper and aluminum stockpiles in the near term. In the case of copper, market guesses on the size of this stockpile are ~ 2mm to 2.7mm MT. On the aluminum side, Bloomberg reported CCP officials were considering the release of 500k MT to quell the market's demand for the metal. Chart of the WeekContinue Tightening In Copper Expected Continue Tightening In Copper Expected Continue Tightening In Copper Expected Chart 2Aluminum Remains Tight Aluminum Remains Tight Aluminum Remains Tight Brownfield Development Not Sufficient Our balances assessments continue to indicate key base metals markets are tight and will remain so over the short term (2-3 years). Economies ex-China are entering their post-COVID-19 recovery phase. This will be followed by higher demand from renewable generation and grid build-outs that will put them in direct competition with China for scarce metals supplies for decades to come. Markets will continue to tighten. In the bellwether copper market, we expect this tightness to remain a persistent feature of the market over the medium term – 3 to 5 years out – given the dearth of new supply coming to market. Copper prices are highly correlated with the other base metals (Chart 3) – the coefficient of correlation with the other base metals making up the LME's metals index is ~ 0.86 post-GFC – and provide a useful indicator of systematic trends in these markets. Chart 3Copper Correlation With LME Index Ex-Copper Less Metal, More Jawboning Less Metal, More Jawboning Copper ore quality has been falling for years, as miners focused on brownfield development to extend the life of mines (Chart 4). In Chart 5, we show the ratio of capex (in billion USD) to ore quality increases when capex growth is expanding faster than ore quality, and decreases when capex weakens and/or ore quality degradation is increasing. Chart 4Copper Capex, Ore Quality Declines Less Metal, More Jawboning Less Metal, More Jawboning Chart 5Capex-to-Ore-Quality Decline Set Market Up For Higher Prices Less Metal, More Jawboning Less Metal, More Jawboning Falling prices over the 2012-19 interval coincide with copper ore quality remaining on a downward trend, likely the result of previous higher prices that set off the capex boom pre-GFC. The lower prices favored brownfield over greenfield development. Goehring and Rozencwajg found in their analysis of 24 mines, about 80% of gross new reserves booked between 2001-2014 were due not to new mine discoveries but to companies reclassifying what was once considered to be waste-rock into minable reserves, lowering the cut-off grade for development.1 This is consistent with the most recent datapoints in Chart 5, due to falling ore grade values, as companies inject less capex into their operations and use it to expand on brownfield projects. Higher prices will be needed to incentivize more greenfield projects. A new report from S&P Global Market Intelligence shows copper reserves in the ground are falling along with new discoveries.2 According to the S&P analysts, copper demand is expected to exceed mined supply by 2028, which, in line with our view, sees refined-copper consumption exceeding production this year. Renewables Push At Risk Just last week, the IEA produced an ambitious and narrow path for governments to collectively reach a net-zero emissions (NZE) goal by 2050.3 Among its many recommendations, the IEA singled out the overhaul of the global electric grid, which will be required to accommodate the massive renewable-generation buildout the agency forecasts will be needed to achieve its NZE goals. The IEA forecasts annual investment in transmission and distribution grids will need to increase from $260 billion to $820 billion p.a. by 2030. This is easier said than done. Consider the build-out of China's grid, which is the largest grid in the world. To become carbon neutral by 2060, per its stated goals, investment in China’s grid and associated infrastructure is expected to approach ~ $900 billion, maybe more, over the next 5 years.4 The world’s largest fossil-fuel importer is looking to pivot away from coal and plans to more than double solar and wind power capacity to 1200 GW by 2030. Weening China off coal and rebuilding its grid to achieve these goals will be a herculean lift. It comes as no surprise that IEA member states have pushed back on the agency's NZE-by-2050 plan. This primarily is because of its requirement to completely halt fossil-fuel exploration and spending on new projects. Japan and Australia have pushed back against this plan, citing energy security concerns. Officials from both countries have stated that they will continue developing fossil fuel projects, as a back-up to renewables. Japan has been falling behind on renewable electricity generation (Chart 6). Expensive renewables and the unpopularity of nuclear fuel could make it harder for the world’s fifth largest fossil fuels consumer to move away from fossil fuels. Around the same time the IEA released its report, Australia committed $464 million to build a new gas-fired power station as a backup to renewables. Chart 6Japan Will Continue Building Fossil-Fuel Back-Up Generation Japan Will Continue Building Fossil-Fuel Back-Up Generation Japan Will Continue Building Fossil-Fuel Back-Up Generation Just days after the IEA report was published, the G7 nations agreed to stop overseas coal financing. This could have devastating effects for emerging and developing nations‘ electricity grids which are highly dependent on coal. In 2020 70% and 60% of India and China’s electricity respectively were produced by coal (Chart 7).5 Chart 7EM Economies Remain Reliant On Coal-Fired Generation Less Metal, More Jawboning Less Metal, More Jawboning Near-Term Copper Supply Risks Rise Even though inventories appear to be rebuilding, mounting political risks keep us bullish copper (Chart 8). Lawmakers in Chile and Peru are in the process of re-writing their constitutions to, among other things, raise royalties and taxes on mining activities in their respective countries. This could usher in higher taxes and royalties on mining for these metals producers, placing future capex at risk. In addition, Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk.6 None of these events is certain to occur. Peruvian elections, for one thing, are too close to call at this point, and Chile has a history of pro-business government. However, these are non-trivial odds – i.e., greater than Russian roulette odds of 1:6 – and if any or all of these outcomes are realized, higher costs in copper and lithium prices would result, and miners would have to pass those costs on to buyers. Bottom Line: We remain bullish base metals, especially copper. Another leg up in copper would pull base metals higher with it. We would look to get long on politically induced sell-offs, particularly with the USD weakening, as expected Chart 8Global Copper Inventories Rebuilding But Still Down Y/Y Global Copper Inventories Rebuilding But Still Down Y/Y Global Copper Inventories Rebuilding But Still Down Y/Y   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com     Commodities Round-Up Energy: Bullish Next Tuesday's OPEC 2.0 meeting appears to be a fairly staid affair, with little of the drama attending previous gatherings. Russian minister Novak observed the coalition would be jointly "calculating the balances" when it meets, taking into account the likely official return of Iran as an exporter, according to reuters.com. We expect a mid-year deal on allowing Iran to return to resume exports under the nuclear deal abrogated by the Trump administration in 2019, and reckon Iran has ~ 1.5mm b/d of production it can bring back on line, which likely would return its crude oil production to something above 3.8mm b/d by year-end. We are maintaining our forecast for Brent to average $64.45/bbl in 2H21; $75 and $78/bbl, in 2022 and 2023, respectively. By end 2023, prices trade to $80/bbl. Our forecast is premised on a wider global recovery going into 2H21, and continued production discipline from OPEC 2.0 (Chart 9). Base Metals: Bullish Our stop-losses was elected on our long Dec21 copper position on May 21, which means we closed the position with 48.2% return. The stop loss on our long 2022 vs short 2023 COMEX copper futures backwardation recommendation also was elected on May 20, leaving us with a return of 305%. We will be looking for an opportunity to re-establish these positions. Precious Metals: Bullish We expect the collapse in bitcoin prices, the US Fed’s decision to not raise interest rates, and a weakening US dollar to keep gold prices well bid (Chart 10). China’s ban on cryptocurrency services and Musk’s acknowledgment of the energy intensity of Bitcoin mining sent Bitcoin prices crashing. The Fed’s decision to keep interest rates constant, despite rising inflation and inflation expectations will reduce the opportunity cost of holding gold. According to our colleagues at USBS, the Fed will make its first interest rate hike only after the US economy has reached "maximum employment". The Job Openings and Labor Turnover Survey reported that job openings rose nearly 8% in March to 8.1 million jobs, however, overall hiring was little changed, rising by less than 4% to 6 million. As prices in the US rise and the dollar depreciates, gold will be favored as a store of value. On the back of these factors, we expect gold to hit $2,000/oz. Ags/Softs: Neutral Corn futures were trading close to 20% below recent highs earlier in the week at ~ $6.27/bu, on the back of much faster-than-expected plantings. Chart 9 Brent Prices Going Up Brent Prices Going Up Chart 10 US Dollar To Keep Gold Prices Well Bid US Dollar To Keep Gold Prices Well Bid     Footnotes 1     Please refer to Goehring & Rozencwajg’s Q1 2021 market commentary. 2     Please see Copper cupboard remains bare as discoveries dwindle — S&P study published by mining.com 20 May 2021. 3    Please see Net Zero by 2050 – A Roadmap for the Global Energy Sector, published by the IEA. 4    Please see China’s climate goal: Overhauling its electricity grid, published by Aljazeera.  5    We discuss this in detail in Surging Metals Prices And The Case For Carbon-Capture published 13 May 2021, and Renewables ESG Risks Grow With Demand, which was published 29 April 2021.  Both are available at ces.bcaresearch.com. 6    Please see A game of chicken is clouding tax debate in top copper nation, Fujimori looks to speed up projects to tap copper riches in Peru and Codelco says 40% of its copper output at risk if glacier bill passes published by mining.com 24, 23 and 20 May 2021, respectively.    Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights On a timeframe of a few years, a net deflationary shock is a near-certainty even if we do not know its precise nature or its precise timing. Hence, investors must build such a deflationary shock or shocks into their long-term investment strategy. Specifically: The 10-year T-bond yield will ultimately reach zero, and the 30-year T-bond yield will ultimately reach 0.5 percent. For patient investors, this presents a mouth-watering 100 percent return on the long-duration T-bond. The structural bull market in equities will continue until T-bond yields reach their ultimate low. Patient equity investors should steer towards ‘growth’ sectors that will surge on the ultimate low in T-bond yields. Fractal trade shortlist: Taiwan versus China, Netherlands versus China, and Sweden versus Finland. Feature Chart I-1For Long-Term Investors, A Shock Is A Near-Certainty How To Predict Shocks How To Predict Shocks Predicting shocks is easy. The precise nature and timing of shocks is not predictable, but the statistical distribution of shocks is highly predictable. This means that the longer our investment timeframe, the more certain we are of encountering at least one shock – even if we cannot predict its precise nature or timing. Many economists and strategists blame their forecasting errors on shocks, such as the pandemic, which they point out are ‘unforecastable.’ Absent the shocks, they argue, their predictions of the economy and the markets would have turned out right. This is a valid excuse for short-term forecasting errors, but it is not a valid excuse for long-term forecasting errors. On a long-term horizon, encountering a major shock, or several major shocks, is a near-certainty. Hence, economists and strategists who are not incorporating the well-defined statistical distribution of shocks into their long-term investment forecasts and strategies are making a mistake. Individual Shocks Are Not Predictable In the 21 years of this century so far, there have been five shocks whose economic/financial consequences have been felt worldwide: the dot com bust (2000); the global financial crisis (2007/8); the euro debt crisis (2011/12); the emerging markets recession (2014/15); and the global pandemic (2020). To these we can add two wide-reaching political shocks: the Brexit vote (2016); and Donald Trump’s shock victory in the US presidential election (2016). In total, this constitutes seven shocks, four economic/financial, two political, and one natural (Chart I-2). Chart I-2The Seven Global Shocks Of The Century (So Far) The Seven Global Shocks Of The Century (So Far) The Seven Global Shocks Of The Century (So Far) Some people argue that economic/financial shocks are predictable, because they arise from vulnerabilities in the economy or financial markets, which should be easy to spot. Unfortunately, though such vulnerabilities are obvious in hindsight, the greatest economic minds cannot see them in real time. The greatest economic minds cannot see economic vulnerabilities. Infamously, on the eve of the global financial crisis, Ben Bernanke was insisting that “there’s not much indication that subprime mortgage issues have spread into the broader mortgage market.” Equally infamously, on the eve of the euro debt crisis, Mario Draghi was asking “what makes you think that the ECB must become lender of last resort to governments to keep the eurozone together?” (Chart I-3 and Chart I-4) Chart I-3Bernanke Couldn't See The GFC Bernanke Couldn't See The GFC Bernanke Couldn't See The GFC Chart I-4Draghi Couldn't See The Euro Debt Crisis Draghi Couldn't See The Euro Debt Crisis Draghi Couldn't See The Euro Debt Crisis Which begs the question, what is the current vulnerability that today’s great economic minds cannot see? As we have documented many times, most recently in The Rational Bubble Is Turning Irrational, the current vulnerability is the exponential relationship between rising bond yields and the risk premiums on equities and other risk-assets (Chart I-5 and Chart I-6). Meaning that $500 trillion of risk-assets are vulnerable to any substantial further rise in bond yields. Chart I-5A 1.5 Percent Decline In The Bond Yield Had A Smaller Impact On The Earnings Yield When The Bond Yield Started At 4 Percent... A 1.5 Percent Decline In The Bond Yield Had A Smaller Impact On The Earnings Yield When The Bond Yield Started At 4 Percent... A 1.5 Percent Decline In The Bond Yield Had A Smaller Impact On The Earnings Yield When The Bond Yield Started At 4 Percent... Chart I-6...Than When The Bond Yield Started ##br##At 3 Percent ...Than When The Bond Yield Started At 3 Percent ...Than When The Bond Yield Started At 3 Percent The second type of shock – political shocks – should be predictable as they mostly arise from well-defined events such as elections and referenda, which an army of political experts analyses ad nauseam. Yet the greatest political minds could not see Brexit or President Trump coming. Indeed, even ‘Team Brexit’ didn’t see Brexit coming, because it had no plan on how to implement Brexit once the vote was won. The third type of shocks – natural shocks – are clearly unpredictable as individual events. Nobody knows when the next major pandemic, earthquake, volcano eruption, tsunami, solar flare, or asteroid strike is going happen. Yet, to repeat, while the precise nature and timing of shocks is not predictable, the statistical distribution of shocks is highly predictable. The Statistical Distribution Of Shocks Is Highly Predictable The good news is that shocks follow well-defined statistical ‘power laws’ which allow us to accurately forecast how many shocks to expect in any long timeframe. The 7 shocks experienced through the past 21 years equates to a shock every three years on average, or 3.33 shocks in any 10-year period. The expected wait to the next shock is three years. The next few paragraphs delve into some necessary mathematics, but don’t worry, you don’t need to understand the maths to appreciate the key takeaways. If the past 21 years is representative, we propose that the number of shocks in any 10-year period follows a so-called Poisson distribution with parameter 3.33. From this distribution, it follows that the probability of going through a 5-year period without a shock is just 19 percent, and the probability of going through a 10-year period without a shock is a negligible 4 percent (Chart of the Week). The result is that if you are a long-term investor, then encountering a shock is a near-certainty and should be built into your investment strategy. How can we test our assumption that the number of shocks follows a Poisson distribution? The maths tells us that if the number of shocks follows a Poisson distribution with parameter 3.33, then the ‘waiting time’ between shocks follows a so-called Exponential distribution also with parameter 3.33. On this basis, 63 percent of the waits between shocks should be up to three years, 23 percent should be four to six years, and 14 percent should be over six years. Now we can compare this expected distribution with the actual distribution of waits between the 7 shocks encountered so far in this century. We find that the theory lines up closely with the practice, validating our assumption of a Poisson distribution (Chart I-7 and Chart I-8). Chart I-7The Theoretical Waiting Time Between Shocks… How To Predict Shocks How To Predict Shocks Chart II-8…Is Close To The Actual Waiting Time Between Shocks How To Predict Shocks How To Predict Shocks To repeat the key takeaways, on a long-term timeframe, encountering at least one shock is a near-certainty, and the expected wait to the next shock is three years. A Shock Is A Near-Certainty, And It Will End Up Deflationary Nevertheless, there remains a pressing question: Will the next shock(s) be deflationary or reflationary? It turns out that all shocks end up with both deflationary and reflationary components: either a deflationary impulse followed by a reflationary backlash or, as we highlighted in The Road To Inflation Ends At Deflation, a reflationary impulse followed by a deflationary backlash. But the crucial point is that the deflationary component will swamp the reflationary component. In the seven shocks of this century so far, six have been deflationary impulses with a weaker reflationary backlash; and one – the reflation trade of 2017-18 – was a reflationary impulse with a stronger deflationary backlash. It is our high conviction view that in the next shock(s), the deflationary component will continue to hold the upper hand (Chart I-9). Chart I-9Each Shock Has A Deflationary And Reflationary Component... But The Deflationary Component Tends To Dominate Each Shock Has A Deflationary And Reflationary Component... But The Deflationary Component Tends To Dominate Each Shock Has A Deflationary And Reflationary Component... But The Deflationary Component Tends To Dominate The simple reason is that as financial asset prices, real estate prices, and debt servicing costs get addicted to ever lower bond yields, the economy and financial markets cannot tolerate bond yields reaching previous tightening highs and, just like all addicts, need a new extreme loosening to feel any stimulus. This means that when the next shock comes – as it surely will – it will require lower lows and lower highs in the bond yield cycle. Let’s sum up. On a timeframe of a few years, a shock is a near-certainty even if we do not know its precise nature – economic/financial, political, or natural – or its precise timing. Furthermore, the shock will be net deflationary. Hence, investors must build such a deflationary shock or shocks into their long-term investment strategy. Specifically: The 10-year T-bond yield will eventually reach zero, and the 30-year T-bond yield will ultimately reach 0.5 percent. For patient investors, this constitutes a mouth-watering 100 percent return on the long-duration T-bond. The 10-year T-bond yield will eventually reach zero. The structural bull market in equities will continue until T-bond yields reach their ultimate low. Patient equity investors should tilt towards ‘growth’ sectors that will surge on the ultimate low in T-bond yields. Candidates For Countertrend Reversals This week we have noticed an unusual decoupling among the tech-heavy markets of Taiwan, Netherlands, and China (Chart I-10). Chart I-10An Unusual Decoupling Between Tech-Heavy Netherlands And China An Unusual Decoupling Between Tech-Heavy Netherlands And China An Unusual Decoupling Between Tech-Heavy Netherlands And China Among these three markets, the strong short-term outperformance of both Taiwan and Netherlands are due to supply bottlenecks in the semiconductor sector that have boosted Taiwan Semiconductor Manufacturing and ASML, but we expect these bottlenecks ultimately to resolve.  On this basis and combined with extremely fragile 130-day fractal structures, Taiwan versus China and Netherlands versus China are vulnerable to reversals (Chart I-11 and Chart I-12). Chart I-11Underweight Taiwan Versus China Underweight Taiwan Versus China Underweight Taiwan Versus China Chart I-12Underweight Netherlands Versus China Underweight Netherlands Versus China Underweight Netherlands Versus China Our first recommended trade is to underweight Netherlands versus China, setting a profit target and symmetrical stop-loss at 5 percent. Another outperformance that looks fragile on its 130-day fractal structure is Sweden versus Finland, driven by industrials and financials versus energy and materials (Chart I-13). Chart I-13Underweight Sweden Versus Finland Underweight Sweden Versus Finland Underweight Sweden Versus Finland Our second recommended trade is to underweight Sweden versus Finland, setting a profit target and symmetrical stop-loss at 4.7 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - ##br##Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - ##br##Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - ##br##Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations    

Highlights Underweighting T-bonds, tech versus the market, growth versus value, new economy versus old economy, and US versus the euro area are all just one massive correlated trade. Get the direction of the T-bond yield right, and you will get the whole correlated trade right. The rise in the 10-year T-bond yield will meet resistance much closer to 2 percent than to 3 percent… …because the level of the yield is already starting to weigh on the stock market, the financial system, and the real economy. Hence, on a 6-month horizon, fade the massive correlated trade. When allocating to stock markets, don’t confuse a ‘stock effect’ for a ‘country effect’. Fractal trade shortlist: European autos and European personal products. The Pareto Principle Of Investment Chart of the WeekCorrelated Trade: Tech And The US Correlated Trade: Tech And The US Correlated Trade: Tech And The US One of the guiding principles of investment is that: Investment is complex, but it is not complicated. The words complex and complicated are often used synonymously, but they mean different things. Complex means something that is not fully predictable or analysable. Complicated means something that is made up of many parts. Investment is not complicated because a few parts drive the relative prices of everything. This is also known as the Pareto Principle, or the 20:80 rule. Just 20 percent of the input determines 80 percent of the output.1 Right now, the 20 that is determining the 80 is the bond yield. Higher bond yields are hurting high-flying tech stocks. This is because the ‘net present value’ of cashflows that are weighted deep into the future are highly sensitive to rising yields. Therefore, underweighting T-bonds means underweighting tech versus the market. Which extends to growth versus value, new economy versus old economy, US versus the euro area, and so on. In effect, all these positions have become one massive correlated trade (Chart of the Week, Chart I-2, and Chart I-3). Chart I-2Correlated Trade: T-Bond, And Growth Vs. Value Correlated Trade: T-Bond, And Growth Vs. Value Correlated Trade: T-Bond, And Growth Vs. Value Chart I-3Correlated Trade: Growth Vs. Value, ##br##And Tech Correlated Trade: Growth Vs. Value, And Tech Correlated Trade: Growth Vs. Value, And Tech Get the direction of the bond yield right and your whole investment strategy will be right. You will be a hero. Get the direction of the bond yield wrong and your whole investment strategy will be wrong. You will be a zero. Get the direction of the bond yield right and your whole investment strategy will be right. The hero/zero decision for investors is: from the current level of 1.7 percent, at what level will the 10-year T-bond yield peak and reverse? If the answer is, say, 3 percent, then the recent direction of this correlated trade has much further to go, and investors should stay on the ride. But if the answer is, say, 2 percent, then this correlated trade does not have much further to go, and it will soon be time to get off. To repeat, investment is not complicated, but it is complex. The evolution of the bond yield is not fully analysable or predictable. Still, our assessment is that the rise in the 10-year T-bond yield will meet resistance much closer to 2 percent than to 3 percent. This is because the level of yields is already starting to weigh on the stock market, the financial system, and the real economy. Specifically: The global stock market rally has stalled since mid-February because high-flying growth stocks have been reined back by rising bond yields. Recent margin calls and liquidations in the hedge fund space presage points of fragility in the financial system. Note, there is never just one cockroach. US mortgage applications for home purchases and building permits for new housebuilding appear to be rolling over (Chart I-4). Admittedly, these are just straws in the wind. But straws in the wind can be the first sign of a brewing storm. Chart I-4Are Higher Bond Yields Starting To Weigh On The Housing Market? Are Higher Bond Yields Starting To Weigh On The Housing Market? Are Higher Bond Yields Starting To Weigh On The Housing Market? On a 6-month horizon, fade the underweighting to bonds, tech versus the market, growth versus value, new economy versus old economy, and US versus the euro area correlated trade. Sectors Still Rule The Stock Market World The evolution of the pandemic, the pace of vaccination roll-outs, and the size of fiscal stimuluses have become polarised by region and country, with clear leaders and laggards. This raises the question: are the regions and countries that are winning against the pandemic the investment winners too? For the major stock markets, the answer is an emphatic no. Compared with the US, the euro area is experiencing an aggressive third wave of infections, is lagging in its vaccination roll-outs, and is unleashing much less fiscal stimulus. Yet euro area equities have not been underperforming US equities. Proving that the outperformance and underperformance of the major stock markets has very little to do with what is going on in the local economy. The outperformance and underperformance of the major stock markets has very little to do with what is going on in the local economy. By far the biggest driver of euro area versus US stock market performance is the euro area’s massive underweighting to tech stocks vis-à-vis the US. Hence, the tech sector’s recent travails have boosted the euro area stock market’s relative performance. Similar types of sector skews explain the relative performance of all the major stock markets (Table I-1). For example, developed markets (DM) versus emerging markets (EM) is nothing more than healthcare versus basic resources (Chart I-5). Table I-1The Sector Fingerprints Of The Major Stock Markets The Pareto Principle Of Investment The Pareto Principle Of Investment Chart I-5DM Vs. EM Is Nothing More Than Healthcare Vs. Basic Resources DM Vs. EM Is Nothing More Than Healthcare Vs. Basic Resources DM Vs. EM Is Nothing More Than Healthcare Vs. Basic Resources Exchange rates can also have a bearing on stock market relative performance – though the main transmission mechanism is not through competitiveness, but through the so-called ‘currency translation effect.’ Specifically, the multinationals that dominate the major stock markets have their cost bases diversified across multiple currencies. Hence, for a euro-listed multinational company, a weaker euro doesn’t boost its competitiveness. But it does boost the translation of its multi-currency profits into euros, the currency of its stock market listing. Thereby, the weaker euro boosts its stock price. Don’t Confuse A ‘Stock Effect’ For A ‘Country Effect’ Many people think that there is also a strong ‘country effect’ in stock market selection. For example, if US tech hardware outperforms euro area tech hardware, then this is clearly not a sector effect. It must be to do with a difference between the US and the euro area, meaning a country effect. The truth is more nuanced. Many sectors are now highly concentrated in one or two dominant stocks. US tech hardware is concentrated in Apple while euro area tech hardware is concentrated in ASML. Hence, if US tech hardware is outperforming euro area tech hardware, it is because Apple is outperforming ASML (Chart I-6). Chart I-6Is US Tech Vs. Euro Area Tech A 'Country Effect' Or A 'Stock Effect'? Is US Tech Vs. Euro Area Tech A 'Country Effect' Or A 'Stock Effect'? Is US Tech Vs. Euro Area Tech A 'Country Effect' Or A 'Stock Effect'? Likewise, if euro area pharma is outperforming UK pharma, it is because the dominant euro area pharma stock, Sanofi, is outperforming the dominant UK pharma stock, AstraZeneca (Chart I-7). Chart I-7Is Euro Area Pharma Vs. UK Pharma A 'Country Effect' Or A 'Stock Effect'? Is Euro Area Pharma Vs. UK Pharma A 'Country Effect' Or A 'Stock Effect'? Is Euro Area Pharma Vs. UK Pharma A 'Country Effect' Or A 'Stock Effect'? So, if US tech hardware is outperforming euro area tech hardware, and euro area pharma is outperforming UK pharma, are these ‘country effects’, or are they ‘stock effects’? We would argue that, in truth, they are stock effects. Meaning they have little to do with what is happening in the country of listing, and much more to do with the specifics of the company. For example, if UK pharma is underperforming, it is because AstraZeneca is underperforming. And if AstraZeneca is underperforming, it is more likely to do with the performance of its Covid-19 vaccine than the performance of the UK economy. The problem is that most performance attributions will incorrectly count what are stock effects as country effects. And the more concentrated that sectors become, the more pronounced this error becomes. Yet nowadays, extreme concentration in one or two stocks per sector is the norm rather than the exception. Hence, what appears to be a country effect is, in most cases, a stock effect. What appears to be a country effect is, in most cases, a stock effect. The important lesson is that when allocating to the major stock markets, do not think in terms of regions or countries because the country effect is, in truth, negligible. Think in terms of the sectors and the dominant stocks that you want to own, and the regional and country allocation will resolve itself automatically. On this basis our high-conviction structural position to be overweight DM versus EM simply follows from our high-conviction structural position to be overweight healthcare versus basic resources. In the DM versus EM decision, everything else is largely irrelevant. Candidates For Countertrend Reversals This week’s candidates for countertrend reversal are European autos, and European personal products. The euphoria towards electric vehicles (EVs) has taken European auto stocks to a technically overbought extreme (Chart I-8). Chart I-8European Autos Are Overbought European Autos Are Overbought European Autos Are Overbought Conversely, the euphoria towards economic reopening plays has taken European personal products stocks to a technically oversold extreme (Chart I-9). Chart I-9European Personal Products Are Oversold European Personal Products Are Oversold European Personal Products Are Oversold Our recommended trade is overweight European personal products versus European autos (Chart I-10), setting a profit target and symmetrical stop-loss at 15 percent. Chart I-10Overweight European Personal Products Versus European Autos Overweight European Personal Products Versus European Autos Overweight European Personal Products Versus European Autos   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 The exact numbers 20 and 80 are simply indicative of the Pareto Principle rather than set in stone, they could also be 5 and 95, or indeed 5 and 99 as they do not need to sum to 100. Fractal Trading System The Pareto Principle Of Investment The Pareto Principle Of Investment 6-Month Recommendations The Pareto Principle Of Investment The Pareto Principle Of Investment Structural Recommendations The Pareto Principle Of Investment The Pareto Principle Of Investment Closed Fractal Trades The Pareto Principle Of Investment The Pareto Principle Of Investment The Pareto Principle Of Investment The Pareto Principle Of Investment The Pareto Principle Of Investment The Pareto Principle Of Investment Asset Performance The Pareto Principle Of Investment The Pareto Principle Of Investment Equity Market Performance The Pareto Principle Of Investment The Pareto Principle Of Investment The Pareto Principle Of Investment The Pareto Principle Of Investment Indicators Bond Yields Chart II-1Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Interest Rate Chart II-5Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II_7Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations ​​​​

Highlights We use a correlation-hedge approach to manage emerging market (EM) currency exposure for global investors with nine different home currencies. For USD-based investors, EM debt volatility is driven by the EM spot exchange rate vs. USD. Hedged EM debt has better absolute and risk-adjusted returns than US Treasurys. Investing in EM equities, on the other hand, makes sense only when the expected absolute return is positive on a sustained basis. During these episodes, hedging is not necessary. If USD-based investors choose to manage EM currency exposure directly, then a 12-month momentum-based dynamic hedging strategy could add value in terms of risk-adjusted returns for both EM stocks and bonds. USD-based investors could also diversify the source of funding by selling closely correlated DM currencies using an overlay of currency forwards. For non-USD-based investors, EM currency volatility is low and there is no need to fully hedge EM exposure. Domestic bonds have very low volatility, therefore these investors should avoid EM debt if their objective is to maximize risk-adjusted returns. To enhance returns, unhedged EM equities are a much better choice than EM debt. Currency overlay, in line with our long-held view on the total portfolio approach, should be managed at the total fund level. Feature How to manage EM currency exposure when investing in EM local currency debt and equities has been a frequently asked question since our reports on managing developed market (DM) currency exposure when investing in DM equities 1,2 and government bonds.3 According to the BIS Triennial Central Bank Survey, EM currency exchange markets have evolved rapidly since 2001. The daily turnover reached 1.65 trillion dollars in April 2019, which is about 25% of the global currency daily turnover.4 While it is becoming increasingly easy to trade EM currencies, compared with DM currencies it is still more costly and operationally more challenging to hedge EM currency exposure, especially the currencies with non-deliverable forwards (NDFs) that require collateral management. In this report, we identify the return and volatility drivers of EM local currency government bonds (represented by JP Morgan’s GBI-EM Global Diversified Local Currency Index) and EM equities (represented by MSCI’s EM Net Return Index). We briefly touch on a momentum-based dynamic hedging strategy to hedge EM exposure directly for USD-based investors. Our main focus is to test a correlation-hedge approach, both static and dynamic, for nine home currencies: the US dollar (USD), the euro (EUR), the Japanese yen (JPY), the British pound (GBP), the Canadian dollar (CAD), the Australian dollar (AUD), the New Zealand dollar (NZD), the Swedish krona (SEK), and the Norwegian krone (NOK). We want to determine if a USD-based investor’s return/risk profile would be improved when investing in EM assets by using unfunded overlays of DM currency forwards. Finally, we present solutions for non-USD investors, which vary based on the correlations between the home currencies and the EM currency aggregates. Part 1: The USD Perspective 1.1 EM Asset Return Drivers In general, unhedged USD returns for US investors from investing in foreign assets can be decomposed into three parts as shown in the following equation (1): (1+Rd) = (1+Rh) (1+Rc) (1+Rs) ..…..(1) Where, Rd is the unhedged return in USD. Rh is the hedged return in USD using currency forwards. Rc is the carry return resulting from the short-term rate differential between a foreign country and the US. Rs is the spot exchange rate return of a foreign currency vs. the USD (quoted as how many USD per 1 unit of foreign currency). Chart 1A and Chart 1B show the return decompositions of JP Morgan’s (JPM) EM local currency government bonds and MSCI’s EM equities based on equation (1). Chart 1AEM Local Debt USD Return Decomposition EM Local Debt USD Return Decomposition EM Local Debt USD Return Decomposition Chart 1BEM Equities USD Return Decomposition EM Equities USD Return Decomposition EM Equities USD Return Decomposition Hedging reduces both the volatility and returns for both EM local currency bonds and equities; however, the return and volatility reductions are more significant in bonds than in stocks (panel 1 in Chart 1A and Chart 1B). EM currency aggregate indexes implied from JPM and MSCI are different because of the different country compositions. The currency component has been very volatile for both indexes and has generated negative returns during the 18 years from January 2003 to January 2021 (panel 3 in Chart 1A and Chart 1B). The carry component from JPM is sharply higher than that from MSCI, which is also the result of different country compositions (panel 2, Chart 1A and Chart 1B). The carry components from both indexes have very low volatility with positive returns over the 18-year period. Many EM countries had much higher interest rates than the US, therefore a US investor had to be exposed to EM currencies to capture this carry gain. Thus, from a return-enhancing perspective, an investor should hedge only if he/she expects the EM currency spot exchange rate to depreciate more than the implied carry (panel 3, Chart 1A and Chart 1B). The answer may be different from a volatility-reducing perspective, especially for EM debt where currency volatility dominates bond volatility. We plot the return-risk profiles of EM local currency bonds and equities (hedged and unhedged) in Charts 2A, 2B and 2C to show how they behave in different environments compared to US equities, US Treasurys and hedged non-US global government bonds. Table 1 further lists the detailed statistics of all the above-mentioned assets, in addition to the spot currency and carry components implied from JPM’s EM local currency bond index and MSCI’s EM index, ranked by risk-adjusted return. The entire 18-year period (Chart 2A) is also separated into the period with steadily rising EM currencies (1/2003 – 7/2008, Chart 2B) and the period with declining EM currencies (8/2008-1/2021, Chart 2C). Chart 2AUSD Asset Return-Risk Profile For The Entire Period (1/2003-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 2BUSD Asset Return-Risk Profile When EM Currencies Were Strong (1/2003-7/2008) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 2CUSD Asset Return-Risk Profile When EM Currencies Were Weak (8/2008-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Both EM debt and equities had impressive unhedged returns in the period from January 2003 to July 2008 when the EM currency index rose steadily against the USD. Even on a hedged basis, EM bonds still delivered better absolute returns (5.1%) than US Treasurys (4.3%) with lower volatility. In terms of EM equities, although hedged return of 22.8% significantly outpaced US equities (9.7%), the volatility of EM equities (16.8%) was much higher than US equities (9.8%). Interestingly, in the period with declining EM FX from August 2008 to January 2021, hedged EM equities (5.6%) significantly underperformed US equities (11.5%) with comparable volatility, but hedged EM bonds (4.2%) outperformed US Treasurys (3.6%) with comparable volatility, despite the negative carry. It is easy to make the case for EM equities: US investors should not touch EM equities unless they are convinced that EM is entering a sustainably strong absolute return period. There is no need to hedge the currency exposure because the risk reduction is relatively small. In the case of EM local currency debt, the three components of total returns in USD based on equation (1) have distinct characteristics as follows: First, the carry component generated an annualized return of 3.4% with only 0.7% volatility in the entire period, making it the best performer among all the assets in terms of risk-adjusted return, as shown in Table 1. Table 1USD Asset Return-Risk Profile In Different Time Periods Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 3What Drives The Hedged Return Of EM Local Debt? What Drives The Hedged Return Of EM Local Debt? What Drives The Hedged Return Of EM Local Debt? Second, the hedged return or the EM duration return (i.e. the compensation for a US investor to take on EM interest rate and term premia risks), had a better return/risk profile than US Treasurys in terms of both absolute return and risk-adjusted return, regardless of whether the EM currency index rose or fell against the USD. From January 2003 to January 2021, hedged EM debt returned 4.5% with a volatility of 4.1%, giving a 1.1 return per unit of risk, while US Treasurys returned 3.8% with a volatility of 4.3%, resulting in a 0.9 return per unit of risk. This component is mainly driven by the direction of government bonds in the developed markets as shown in Chart 3. Third, from January 2003 to January 2021, the JPM-implied EM currency had the worst return/risk profile with an annualized loss of 1.7% and annualized volatility of 9.1% (Table 1). However, this component was also the most regime-dependent. Between January 2003 and July 2008 it registered an annualized gain of 7.0% and an annualized volatility of 6.2%, in contrast with the annualized loss of 5.2% and annualized volatility of 9.9% from August 2008 to January 2021. Historically, the EM currency as an aggregate, no matter how the aggregate is calculated, closely correlates to commodities as shown in Chart 4. This is because many EM countries are either commodity producers or have significant trading exposure to China, the dominant player influencing commodity prices as shown in Chart 5. Chart 4EM FX Largely Driven By Commodities EM FX Largely Driven By Commodities EM FX Largely Driven By Commodities Chart 5The Commodities-China Link The Commodities-China Link The Commodities-China Link It is a challenge to build a systematic EM currency model due to the complex nature of EM economies. BCA’s FX Strategy team is working on EM currency models by applying the same approach they used for their DM models. BCA’s EMS Strategy team takes a more discretionary approach to forecasting currencies. Below we will explore two options: one for investors who choose to manage an EM FX hedging program directly and another for investors who cannot manage a direct EM currency hedging program but want to improve their return-risk profile in EM assets. 1.2 Momentum-Based Dynamic Hedging Of EM Currencies Price momentum is a useful tool for dynamic hedging as shown in our previous work on DM currency exposure management. A simple rule of hedging back to the home currency when the 12-month price momentum of a foreign currency turns negative adds value for investors with several DM home currencies. Given that the USD is a strong momentum currency, it makes sense to test if a simple 12-month price momentum rule for the EM FX aggregate vs. USD adds any value. The results are encouraging as shown in Chart 6A and Chart 6B and Chart 7A and Chart 7B. Chart 6AMomentum-Based Dynamic Hedging For EM Bonds Momentum-Based Dynamic Hedging For EM Bonds Momentum-Based Dynamic Hedging For EM Bonds Chart 6BMomentum-Based Dynamic Hedging For EM Stocks Momentum-Based Dynamic Hedging For EM Stocks Momentum-Based Dynamic Hedging For EM Stocks In the case of EM local debt, dynamic hedging reduced volatility to 8.4% from an unhedged volatility of 11.7%, while only trimming return slightly compared with the unhedged index (Charts 6A, 7A). For EM equities, dynamic hedging cut volatility to 18.6% from the unhedged volatility of 21.1%, while increasing the return by 25 bps, compared to the unhedged index. (Charts 6B, 7B). Chart 7AEM Local Debt Return-Risk Profiles: Static Hedging* Vs. Dynamic Hedging** Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 7BEM Equities Return-Risk Profiles: Static Hedging* Vs. Dynamic Hedging** Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach These results are directionally encouraging, but this method still requires hedging all EM currencies. The approach may operationally challenge investors who are not equipped to manage EM currency overlays. Bottom Line: Using only price momentum to hedge EM currency aggregates could improve the return-risk profile of both EM debt and equities, even though the improvements would be limited. This is encouraging for our eventual systematic approach for direct EM currency hedging. 1.3 Correlation Hedge Using DM Currencies EM FX is closely correlated with DM commodity currencies, such as the NOK, CAD, AUD, and NZD. As shown in Charts 8A and 8B, even the euro has an average correlation greater than 60% with EM currency aggregates. Only the JPY has an unstable correlation with the EM currencies of less than 25%, while the GBP also has a relative lower correlation. Chart 8AJPM-Implied EM FX* Correlation** With DM FX JPM-Implied EM FX* Correlation** With DM FX JPM-Implied EM FX* Correlation** With DM FX Chart 8BMSCI-Implied EM FX* Correlation** With DM FX MSCI-Implied EM FX* Correlation** With DM FX MSCI-Implied EM FX* Correlation** With DM FX Therefore, a USD-based investor, instead of hedging out EM currency exposure directly, should be able to eliminate part of EM currency volatility by selling lower-yielding DM currencies. This move would diversify his/her source of funding from USD to other DM currencies with high correlations with EM currencies. To test the effect on the return-risk profile, we use an unfunded overlay of 1-month DM currency forwards and rebalance monthly. To begin, we test a static correlation hedge where each of the eight DM currencies is sold individually. Then we test a dynamic correlation hedge where each one is dynamically sold based on the BCA Forex Strategy Team’s Intermediate-Term Timing Model (ITTM), which uses the same indicators described in our DM currency hedging report. To avoid subjective selection bias among the currencies, we also test an equally- weighted basket of eight currencies (AUD, NZD, JPY, GBP, EUR, CAD, NOK, and SEK) for dynamic hedging and an equally- weighted basket of five currencies (GBP, EUR, CAD, NOK, and SEK) for static hedging. The AUD, NZD, and JPY were excluded in the static hedging basket because in general, AUD and NZD had very high carries and JPY had an unstable correlation with EM currencies. The combined results are shown in Chart 9A and Chart 9B. Additionally, Table 2A and Table 2B list the return-risk profiles together with the fully hedged and unhedged EM indexes for equities and local debt. Chart 9AStatic Correlation Hedge For US Investors Static Correlation Hedge For US Investors Static Correlation Hedge For US Investors Chart 9BDynamic Correlation Hedge For US Investors Dynamic Correlation Hedge For US Investors Dynamic Correlation Hedge For US Investors Table 2AEM Debt Funding Source Diversification For USD-Based Investors (2/2003-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Table 2BEM Equity Funding Source Diversification For USD-Based Investors (2/2003-1/2021) Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach For US investors investing in EM local currency bonds, the best risk-adjusted return of 1.08 would come from fully hedging all the EM currencies as shown in Table 2A. Fully-hedged EM debt has the lowest volatility (4.12%), but also the lowest return (4.45%). To achieve a comparable return of unhedged EM debt (6.18%) without incurring the same high volatility (11.71%), however, a USD-based investor could either statically sell the five DM currencies or dynamically sell the eight DM currencies. The resulting risk-adjusted return of 0.8 would still be comparable to US Treasurys as shown in Table 1. US investors investing in EM equities may improve their return-risk profile by funding their positions in DM currencies. If the aim is to maximize risk-adjusted returns, then the choice would be to fund the position by selling the basket of equally weighted five DM currencies using currency forwards (i.e. using a static correlation hedge). In this way, they would achieve a comparable volatility (16.25%) as if all the EM currencies were fully hedged to USD (16.29%), while also achieving a higher return (12.29%) than when all the EM currencies were not hedged (11.71%). The return per unit of risk of 0.76 would be the highest among all the cases as shown in Table 2B and be on par with US equities as shown in Table 1. If investors prefer even higher returns without significantly higher volatility, then dynamically selling an equally weighted basket of eight currencies would achieve an annualized return of 13.03% with a higher volatility of 18.71%, resulting in a risk-adjusted return of 0.7. Bottom Line: USD-based asset allocators should use the hedged EM debt index and the unhedged EM equities index as benchmarks to measure the performance of their asset-class managers. The EM currency exposure should be managed in a currency overlay at the total fund level by either statically or dynamically selling DM currencies using a correlation hedge, depending on the return-risk preferences. Part 2: Non-USD-Perspective Six out of the eight non-USD DM currencies have strong positive correlations with EM currencies as shown in Chart 8A and Chart 8B. Therefore, non-USD investors investing in EM assets should naturally experience less spot-currency volatility (Chart 10A and Chart 10B). Consequently, they do not need to hedge EM currency exposure from a volatility perspective. But what about return enhancement? Should they consider an allocation to EM assets in place of domestic assets? If they do, would the correlation-hedge approach used by USD-based investors benefit them too? Chart 10ADM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency Chart 10BDM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency DM Currency Per Unit Of EM Currency To find answers to those questions, we compare the return-risk profiles of domestic assets, unhedged EM assets, and correlation-hedged EM assets in Table 3A and Table 3B. For the correlation-hedged results for non-USD investors, we simply use the results for the US investors converted into the non-USD home currencies at spot exchange rates. This way, the return enhancements from the correlation-hedged EM assets compared to the unhedged EM assets would be similar for all nine currencies. Chart 3AEM-Debt* For Non USD-Based Investors Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Table 3BEM-Stocks* For Non USD-Based Investors Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach We find that non-USD investors would do better to avoid local-currency EM debt if their objective is to maximize risk-adjusted returns because domestic government bonds had unbeatably low volatility, resulting in the highest risk-adjusted returns, as shown in Table 3A. But domestic government bonds had lower returns than unhedged EM bonds for all but AUD- and NZD-based investors. To further enhance the return-risk profile, non-USD investors could follow their US counterparts by dynamically diversifying their funding sources, then converting their USD returns into their home currency at spot exchange rates (i.e. not hedging the USD exposure). GBP- and JPY-based investors would benefit the most from a dynamic correlation hedge with higher returns and lower volatility compared with the unhedged case. In the case of EM equities, other than SEK- and NZD-based investors, unhedged EM equities have higher returns on an absolute and risk-adjusted basis compared with domestic equities, with GBP-, JPY- and euro-based investors benefiting the most (Table 3B). Even though NOK-based investors increased their returns by only 1% by putting funds into unhedged EM equities, they enjoy lower volatility than in domestic equities. Unlike the case for EM debt where a static correlation hedge did not improve over an unhedged case, both static and dynamic correlation hedges improve the return/risk profiles relative to the unhedged case, and the dynamic hedge outperforms the static hedge in each country. While domestic equities underperform domestic government bonds in terms of risk-adjusted returns, EM equities outperform EM local currency debt when a dynamic correlation hedge is applied. Even in the unhedged case, EM equities are still a much better choice than EM debt (Chart 11). To evaluate how this could impact an asset allocation, we replace home equity with EM equities in a 60/40 home equity/Treasury portfolio. In this extreme exercise, six of the eight non-USD-based portfolios could generate better return/risk profiles, with only the NZD- and SEK-based portfolios worse off (Chart 12). Chart 11Risk-Adjusted Return: Stocks Minus Bonds Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach Chart 12Asset Allocation Implications* Managing EM Currency Exposure: A Correlation-Hedge Approach Managing EM Currency Exposure: A Correlation-Hedge Approach     Bottom Line: Non-USD-based investors should avoid EM local debt if their objective is to maximize their risk-adjusted returns. For the purposes of return enhancement, EM equities are a much better choice than EM debt for all investors with the exception of those based in New Zealand and Sweden.   Xiaoli Tang Associate Vice President xiaolit@bcaresearch.com   Footnotes 1,2Please see Global Asset Allocation Special Reports, “Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Equity Investors,” dated September 29, 2017; and "Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Equity Investors (Part II)," dated October 13, 2017. 3 Please see Global Asset Allocation Special Reports, “Why Invest In Foreign Government Bonds?” dated March 12, 2018. 4 Please see "Triennial Central Bank Survey Foreign exchange turnover in April 2019," Bank for International Settlements, dated 16 September 2019.

Global equity valuations are at a level where they are very sensitive to changes in the discount rate. Chart 1 shows that the cyclically-adjusted earnings yield on the S&P 500 is slightly below its 2000 low. Equity investors have thus far taken comfort from the fact that US bond yields have been depressed, and taking into consideration low bond yields the US equity market is not as bubbly as it was in the 2000s. Chart 1Rising US Bond Yields Threatens US Equity Valuations Rising US Bond Yields Threatens US Equity Valuations Rising US Bond Yields Threatens US Equity Valuations However, the fact that the US equity market’s valuations after accounting for the level of interest rates are not as expensive as they were in 2000 does not mean share prices cannot experience a meaningful shakeout. Notably, there is a lot of speculation and euphoria among investors, reminiscent of the late 1990s (please refer to Charts 24-26 below). Critically, when equity multiples are very elevated and bond yields are extremely low, the sensitivity of multiples to interest rates is most pronounced. Hence, rising US Treasury yields could result in a setback in share prices. All in all, our themes for now are as follows: Chart 2A Full-Fledged Mania In Asian TMT Stocks A Full-Fledged Mania In Asian TMT Stocks A Full-Fledged Mania In Asian TMT Stocks Enormous US fiscal and monetary stimulus, strong economic growth and supply bottlenecks will push up the US core inflation rate. As a result, the ongoing sell-off in long-term US bond yields will continue. EM and DM credit spreads are currently very tight and credit spreads might not be able to compress further to offset the rise in US Treasury yields. Hence, rising US Treasury yields will trigger higher corporate and EM sovereign bond yields. In brief, rising EM bond yields is the key risk to EM share prices. Charts 5 and 6 below illustrate these points. Given that the US trade-weighted dollar is extremely oversold, rising US Treasury yields will likely trigger a countertrend rally in the greenback. This will cause a shakeout in EM currencies, fixed-income markets and commodities prices. Historically, the greenback has not had a stable relationship with US Treasury yields – they were both positively and negatively correlated in different periods. In such an environment, DM growth stocks will underperform DM value stocks. We have less conviction in growth/value performance in the EM space. The reason lies in the speculative frenzy taking place in Chinese new economy stocks trading in Hong Kong as well as tech share prices in Korea and Taiwan. As Chart 2 reveals, the Hang Seng Tech index and EM TMT stocks have been rising exponentially. Visibility is very low. The timing of a reversal of this equity euphoria is impossible to predict. Outside these TMT stocks, the relative performance of EM equities has been rather underwhelming, as is illustrated in Charts 71-73. Notably, the economic recovery in EM ex-China, Korea and Taiwan has been much weaker than those in DM and North Asian economies (please refer to Charts 63 and 66). This will continue as many of these nations are lagging in vaccine rollouts and their fiscal and monetary support has been much smaller. In addition, peak stimulus in China means that the mainland’s construction and infrastructure investment will slow meaningfully in H2 2021. This is another risk to EM economies supplying to China. Weighing pros and cons, we continue to recommend a neutral allocation to EM in a global equity portfolio. The same is true for EM credit (sovereign and corporate) within a global credit portfolio. For local bonds, inflation in EM – including China – is still very low and will likely stay depressed. As a result, we continue recommending receiving 10-year swap rates in Mexico, Colombia, Russia, Malaysia, India and China. Investors should use a rebound in the US dollar  to transition from receiving rates to being long on cash bonds. Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com Yellow Flags For Share Prices Rising US corporate bond yields pose a risk to the equity rally. Interestingly, New Zealand’s stock market has begun correcting. Often but not always, this development heralds a pullback in EM share prices (albeit for unknown reasons). Chart 3Yellow Flags For Share Prices Yellow Flags For Share Prices Yellow Flags For Share Prices Chart 4Yellow Flags For Share Prices Yellow Flags For Share Prices Yellow Flags For Share Prices Beware Of Potential Rise In EM Sovereign And Corporate USD Bond Yields Historically, rising EM corporate USD bond yields led to a selloff in EM share prices. If rising US Treasury yields begin pushing up EM sovereign and corporate bonds yields, which is quite likely, the EM equity rally will be jeopardized. Chart 5Beware Of Potential Rise In EM Sovereign And Corporate USD Bond Yields Beware Of Potential Rise In EM Sovereign And Corporate USD Bond Yields Beware Of Potential Rise In EM Sovereign And Corporate USD Bond Yields Chart 6Beware Of Potential Rise In EM Sovereign And Corporate USD Bond Yields Beware Of Potential Rise In EM Sovereign And Corporate USD Bond Yields Beware Of Potential Rise In EM Sovereign And Corporate USD Bond Yields EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery So far, the EM equity index has snubbed the rollover in China’s credit impulse and plummeting gold prices in non-US dollar currencies. The ongoing EM corporate earnings recovery has justified the rally in of share prices. However, much  of the good news has already been priced in. Chart 7EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery Chart 8EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery Chart 9EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery EM Equities Are Ignoring Many Warning Signs Due To Profit Recovery   Investors Are Super Bullish European investors are very bullish on EM equities and European growth. From a contrarian perspective, this does not always herald a bear market but suggests that odds of a meaningful shakeout are non-trivial. Chart 10Investors Are Super Bullish Investors Are Super Bullish Investors Are Super Bullish Chart 11Investors Are Super Bullish Investors Are Super Bullish Investors Are Super Bullish Investor Growth Expectations Are Super High Our proxy for global growth expectations as well as EM net EPS revisions are elevated. Similarly, analysts’ EM 12-month forward EPS growth differential vs. US are the widest since 2001. Chart 12Investor Growth Expectations Are Super High Investor Growth Expectations Are Super High Investor Growth Expectations Are Super High Chart 13Investor Growth Expectations Are Super High Investor Growth Expectations Are Super High Investor Growth Expectations Are Super High US Inflation And Rates US core goods inflation has been rising due to strong US household demand and supply bottlenecks. When the economy fully reopens, US core service inflation will rise as pent-up demand for services is unleashed. This will push up US bond yields regardless of the Fed’s rhetoric. Chart 14US Inflation And Rates US Inflation And Rates US Inflation And Rates Chart 15US Inflation And Rates US Inflation And Rates US Inflation And Rates   Chart 16US Inflation And Rates US Inflation And Rates US Inflation And Rates Look Out For Cracks In EM High-Yield Bond Space A rise in US TIPS and nominal yields will likely send shockwaves through EM risk assets and commodities that have greatly benefited from the plunge in TIPS yields. Watch out for cracks in the EM high-yield bond space. Chart 17Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space Chart 18Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space Chart 19Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space Chart 20Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space Look Out For Cracks In EM High-Yield Bond Space   EM Currencies Are Not Yet Expensive But Are Overbought Although cyclically and for some countries structurally speaking EM currencies have more upside and their appreciation path will not be without major setbacks. In fact, several key currencies like MXN and ZAR are facing an important technical resistance. Investors should not chase them higher but accumulate them on a relapse. Chart 21EM Currencies Are Not Yet Expensive But Are Overbought EM Currencies Are Not Yet Expensive But Are Overbought EM Currencies Are Not Yet Expensive But Are Overbought Chart 23EM Currencies Are Not Yet Expensive But Are Overbought EM Currencies Are Not Yet Expensive But Are Overbought EM Currencies Are Not Yet Expensive But Are Overbought Chart 22EM Currencies Are Not Yet Expensive But Are Overbought EM Currencies Are Not Yet Expensive But Are Overbought EM Currencies Are Not Yet Expensive But Are Overbought   Equity Market Euphoria Is Running Wild Certain measures of stock market activity – like the call-put ratio, trading volumes and margin loans –  reveal engulfing speculative behavior not only in the US but also in other markets like Korea. Chart 24Equity Market Euphoria Is Running Wild Equity Market Euphoria Is Running Wild Equity Market Euphoria Is Running Wild Chart 25Equity Market Euphoria Is Running Wild Equity Market Euphoria Is Running Wild Equity Market Euphoria Is Running Wild Chart 26Equity Market Euphoria Is Running Wild Equity Market Euphoria Is Running Wild Equity Market Euphoria Is Running Wild   A Mania Can Run Further And Longer Than Rational Analysis Can Envision The IPO boom is not as expansive as it was at its 2000 and 2007 peaks and there is some US dollar cash left to be put to work. Visibility is very low. Chart 27A Mania Can Run Further And Longer Than Rational Analysis Can Envision A Mania Can Run Further And Longer Than Rational Analysis Can Envision A Mania Can Run Further And Longer Than Rational Analysis Can Envision Chart 28A Mania Can Run Further And Longer Than Rational Analysis Can Envision A Mania Can Run Further And Longer Than Rational Analysis Can Envision A Mania Can Run Further And Longer Than Rational Analysis Can Envision Chart 29A Mania Can Run Further And Longer Than Rational Analysis Can Envision A Mania Can Run Further And Longer Than Rational Analysis Can Envision A Mania Can Run Further And Longer Than Rational Analysis Can Envision   Steep Equity Volatility Curves A steep equity volatility curve heralds a correction. Chart 30Steep Equity Volatility Curves Steep Equity Volatility Curves Steep Equity Volatility Curves Chart 31Steep Equity Volatility Curves Steep Equity Volatility Curves Steep Equity Volatility Curves Chart 32Steep Equity Volatility Curves Steep Equity Volatility Curves Steep Equity Volatility Curves Chart 33Steep Equity Volatility Curves Steep Equity Volatility Curves Steep Equity Volatility Curves   Volatilities Across FX, Bonds And Commodities Oil volatility has been and remains in a bull market – making higher lows. Currency volatility remains elevated while US bond volatility is still very low and is bound to rise. Chart 34Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Chart 35Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Chart 36Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Chart 37Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities   Chart 38Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Chart 39Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities Volatilities Across FX, Bonds and Commodities   Cyclicals Vs. Defensives And Growth Vs. Value Performance Global cyclical stocks’ relative performance versus defensive stocks might be due for a pause. Growth will underperform value in DM due to rising bond yields. We are less convinced about the growth/value performance in the EM equity space due to the mania occurring in EM TMT stocks. Chart 40Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance Chart 41Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance Chart 42Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance Chart 43Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance Cyclicals Vs. Defensives And Growth Vs. Value Performance   Profiles Of Various Global Equity Indexes Many global equity indexes excluding US or TMT have either not broken out or have done so only marginally. Chart 44Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes Chart 45Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes Chart 46Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes Chart 47Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes Profiles Of Various Global Equity Indexes   EM ex-TMT Equity Performance Has Been Unimpressive Excluding TMT stocks, EM equity indexes have not broken above their previous highs. It has been a mania in TMT stocks that has boosted the EM overall equity index. Chart 48EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive Chart 49EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive Chart 50EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive Chart 51EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive EM ex-TMT Equity Performance Has Been Unimpressive   A Mania In Chinese Stocks, Especially In TMT Stocks Chinese offshore stocks ex-TMT and onshore equal-weighted and small caps have done rather poorly. The latest euphoria in Hong Kong-listed Chinese stocks has been due to an increased quota for mainland investors to buy offshore stocks. This has led to massive southbound outflows and has propelled Chinese stock trading in Hong Kong. Chart 52A Mania In Chinese Stocks, Especially In TMT Stocks A Mania In Chinese Stocks, Especially In TMT Stocks A Mania In Chinese Stocks, Especially In TMT Stocks Chart 53A Mania In Chinese Stocks, Especially In TMT Stocks A Mania In Chinese Stocks, Especially In TMT Stocks A Mania In Chinese Stocks, Especially In TMT Stocks   Chart 54A Mania In Chinese Stocks, Especially In TMT Stocks A Mania In Chinese Stocks, Especially In TMT Stocks A Mania In Chinese Stocks, Especially In TMT Stocks The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 Rollover in credit and fiscal stimulus in Q4 2020 entails weak growth in H2 2021 in segments leveraged to stimulus. Chart 55The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 Chart 56The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021   Chart 57The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 Chart 58The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021 The Chinese Economy: Peak Stimulus = Weak Growth In H2 2021   Commodity Prices The end of commodities restocking in China, weaker demand from mainland construction in H2 and elevated investor net long positions in commodities constitute the basis for a setback in commodities prices this year. Nevertheless, such a pullback will occur only if the USD rebounds and global equity prices sell off. Chart 59Commodity Prices Commodity Prices Commodity Prices Chart 60Commodity Prices Commodity Prices Commodity Prices Chart 61Commodity Prices Commodity Prices Commodity Prices Chart 62Commodity Prices Commodity Prices Commodity Prices   The Recovery In EM ex-North Asia Has Been Very Subdued The economic recovery in EM ex-China, Korea and Taiwan has been much weaker than those in DM and North Asian economies. Chart 63The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued Chart 64The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued Chart 65The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued Chart 66The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued The Recovery In EM ex-North Asia Has Been Very Subdued   The Recovery In EM ex-North Asia Will Continue To Lag EM ex-North Asia’s economic underperformance will continue as many of these nations are lagging in vaccine rollouts and their fiscal and monetary support has been much smaller. Besides, their banks are reluctant to lend due to high NPLs. Chart 67The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag Chart 68The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag Chart 69The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag Chart 70The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag The Recovery In EM ex-North Asia Will Continue To Lag   EM ex-TMT Equity Performance Has Been Underwhelming A slow recovery in EM ex-TMT industries explains why EM equity performance outside TMT stocks has been underwhelming. Chart 71EM ex-TMT Equity Performance Has Been Underwhelming EM ex-TMT Equity Performance Has Been Underwhelming EM ex-TMT Equity Performance Has Been Underwhelming Chart 72EM ex-TMT Equity Performance Has Been Underwhelming EM ex-TMT Equity Performance Has Been Underwhelming EM ex-TMT Equity Performance Has Been Underwhelming Chart 73EM ex-TMT Equity Performance Has Been Underwhelming EM ex-TMT Equity Performance Has Been Underwhelming EM ex-TMT Equity Performance Has Been Underwhelming   Footnotes