Style: Growth / Value

Executive Summary Is Factor Investing Dead? Is Factor Investing Dead? Is Factor Investing Dead? After decades of outperformance, in the past few years equity factors have started to underperform the broad indexes. But this may just be because US-centric factor research and US-dominated global factor indexes have masked an underlying divergence in the behavior of factor premiums in major countries/regions. In this report, we identify differences in smart beta strategies in the US, euro area (EMU), UK, Japan, Canada, Australia, and emerging markets (EM). Quality and Minimum Volatility factors are the most consistent across all markets. However, the magnitude of the factor premiums varies significantly among certain countries/regions. These variations can be attributed to a factor’s differing exposure to the same sector in specific countries, as well as the diverse performance of the same sector in specific countries. Value/Growth is an inferior framework to sector positioning. Quality remains a better factor than Growth.   Bottom Line: Factor investing is still a viable investing approach, but investors should consider that factor premiums have diverged among major countries/regions. Factor strategies may be less profitable in the US, Japan, and Australia. We suggest that global investors implement smart beta strategies on an individual country basis to better capture the factor premium in each country/region. Feature Chart 1Diverging Factor Performance DIVERGING FACTOR PERFORMANCE DIVERGING FACTOR PERFORMANCE Late last year, quant hedge fund AQR announced it would cut back resources because poor performance had induced significant investor outflows.1 Based on MSCI’s diversified multi-factor (DMF) index, which is a bottom-up 4-factor-index (value, momentum, quality and size) optimized using Barra equity models,2 the global DMF index underperformed the MSCI ACWI by 21% between March 2018 (when the relative performance peaked) and the end of January 2022, even though it had outperformed by 373% over the previous 20 years (Chart 1, top panel). Many clients have asked: Is factor investing dead? As shown in Chart 1, however, MSCI Global DMF’s recent poor relative performance was driven largely by a 23.6% underperformance from the developed markets (DM), especially the US (33% underperformance) and Japan (23.6% underperformance), while the DMF index in the emerging markets (EM) lagged its benchmark by only about 1% in the same period. We have advocated a simple approach to factor allocation to smooth out the cyclicality of individual factors by equally weighting five time-tested factors: Quality, Momentum, Minimum Volatility (Min Vol), Value and Equal Weight. Our equally-weighted-5-factor aggregate (EW5) index is less volatile than the more sophisticatedly optimized DMF; it therefore suffered less underperformance in the same period. However, even with this approach, the regional divergence is still notable, with the EW5 factor index in the developing markets underperforming its benchmark by 9%, while the EM EW5 factor index outperformed its benchmark by about 5.5% (Chart 1, panels 2 and 3). Interestingly, the EW5 index for Japan looks more like that for the US than it looks like the Japanese DMF (Chart 1, panels 4 and 5). This highlights the importance of factor allocation methodology. Table 1US Dominance In Global Markets Is Factor Investing Dead? Is Factor Investing Dead? US equities dominate the global equity index by market capitalization. Momentum and Quality, the two best performing factors globally, have even higher weightings in US companies than the broad benchmark, as shown in Table 1. An academic paper published in 2019 based on studies of the US and 38 international stock markets indicates that the US is the only country with a statistically significant, economically meaningful and robust post-publication decline of long-short equity factor returns.3 This is because the US is the most researched market and large mispriced anomalies are arbitraged away quickly after they are identified in academic publications, which results in lower strategy returns. Most quant funds are US-focused, which may explain the ill fortunes of some quant funds. Smart beta strategies are long-only factor strategies, instead of long-short strategies. At the aggregate level, the MSCI factor indexes in developed markets and emerging markets performed much better than in the US, in line with the academic findings (Chart 1, panels 2, 3, and 4). Yet, the Japanese DMF index’s relative performance peaked in October 2012 and has been in a consistent down trend since that time (Chart 1, panel 5). Our research shows that Japan is not an anomaly. Factor divergence among countries exists not only at the aggregate level, but also at the individual factor level. Factor Performances Diverge Among Countries/Regions Factor returns in the US, UK, EMU, Japan, Canada, Australia, and EM, both in absolute and relative terms, have had notable divergences in the past 20 years, as shown in Table 2.4 Several observations from Table 2: Quality and Min Vol are two factors with positive premiums in all countries. In terms of magnitude, however, Min Vol premiums in the US, Japan and Australia are the closest to zero, while the EM scores the highest. Quality premium in Australia is also close to zero while the UK stands out. Momentum is the best performing factor in all countries/regions except in Japan where it has a slightly negative premium. The ineffectiveness of Momentum in Japan may be due to its cultural biases. Momentum tends to fare better in countries that promote individuality (unlike Japan) and where self-attribution and overconfidence are more pervasive. EM is the only market where our five preferred factors (Momentum, Quality, Min Vol, Value and Equal Weight) have had positive premiums, even though the Value premium is not statistically different from zero, while the Growth premium is negative. Despite the well-telegraphed underperformance of Value versus Growth in the US and global markets, this has not been the case in Japan, Canada, and the EM. Momentum, Quality, Min Vol and Value in the EM and Canada have much higher absolute returns than in the US. This aspect cannot be fully explained by the overall index performance difference between these countries and the US. Even though Momentum, Quality, Min Vol and Value in the UK and euro area have returned much less than their US counterparts, the magnitude of the underperformance of each factor is much smaller than what the overall index performance divergence would imply. Table 2Factor Performance Divergence* Is Factor Investing Dead? Is Factor Investing Dead? The widely quoted explanation for the impressive factor performance in the EM, especially in the Chinese A-share market, is that emerging markets have higher trading costs such that it’s harder to arbitrage away the mispriced anomalies. It’s true that trading cost is higher in the EM than in the US, which explains why there are fewer EM-dedicated quant funds than US-focused quant funds. Trading cost alone, however, cannot fully explain the exceptionally large premiums in EM Momentum, Quality and Min Vol compared with the US. In fact, the market with the best factor relative performance since the end of 2001 has been the UK (Chart 2) where trading costs are comparable to the US. The EM is the second in terms of relative returns even though it is more volatile than the euro area. Canada has also performed better than the US, while Australia has been the least favorable market to harvest any factor premium. Japan behaves more like the US, yet with higher volatility. The risk-adjusted active return, defined as the average of the return difference (between EW5 and benchmark) divided by the volatility of the return difference, on an annualized basis using monthly returns, is illustrated in Chart 3. The chart shows both the full-period (from December 2001 to January 2022) risk-adjusted active return (RAAR) and four-year moving RAAR to demonstrate how factors have evolved in each market. Several observations can be made from Chart 3: In the past 20 years, factor premiums (aka active factor returns) in the US have gone through three stages: High premium, low positive premium and then sharply declining premium to negative territory. The last stage started about four years ago. The US factor premium is at its lowest level in the past 20 years and is also the lowest among the seven countries/regions (Chart 3, panel 5). This supports the argument that too many quant funds trade with each other in the US equity market, resulting in lower and lower factor returns. Japan shares a similar pattern with the US, but on a much smaller scale (Chart 3, panel 4). Canada and Australia are similar because their indexes are dominated by financials and commodities. The four-year RAAR trends oscillate in a similar fashion in both countries, but the Canadian cycle seems to lead the Australian cycle by about 2-1/2 years. Canada has a meaningfully positive average factor premium and its four-year RAAR is near a historical low. In contrast, Australia’s average premium is close to zero and its four-year RAAR is still above previous lows (Chart 3, panels 6 and 7). The EMU is the only market with a positive four-year moving RAAR, currently at the well-established lower bound (Chart 3, panel 2). The UK has the highest average premium. It is the only market in which the four-year RAAR has had large cyclical swings and only two brief periods in negative territory (Chart 3, panel 1). EM is the only market where the four-year RAAR has improved since the Covid-19 pandemic started in March 2020 (Chart 3, panel 3). Chart 2Factor Relative Return Performance* FACTOR RELATIVE RETURN PERFORMANCE* FACTOR RELATIVE RETURN PERFORMANCE* Chart 3Risk-Adjusted Active Performance RISK-ADJUSTED ACTIVE PERFORMANCE* RISK-ADJUSTED ACTIVE PERFORMANCE* Bottom Line: US-centric factor research and the US-dominated global factor indexes have masked different behaviors of factors in various countries/regions. Thus, it is important to analyze each market instead of drawing investment conclusions from US-based research. What Drives The Divergence In Quality Premium? The Quality factor has been consistently rewarded, but the magnitude of the Quality premium varies significantly among countries/regions, and non-US countries have low correlations with the US, as shown in Table 2 (on page 4) and Charts 4 and 5. Chart 4Quality Performance Divergence* QUALITY PERFORMANCE DIVERGENCE* QUALITY PERFORMANCE DIVERGENCE* Chart 5Quality Premium* Country Correlation Is Factor Investing Dead? Is Factor Investing Dead? MSCI Quality is defined by three accounting measures: Return on equity (ROE), debt-to-equity and five-year volatility of EPS YoY growth. Earnings may be affected by accounting standards. Countries have different accounting standards, which may explain part of the country divergence in Quality. Our research focuses on an important aspect of Quality, which is persistence, i.e., a Quality stock today will be a Quality stock in the future. The implication is that the Quality factor index has a low turnover and its sector composition does not change much over time. As such, we can take a snapshot and see the relationship between Quality and sector exposure. The sector weights of the broad benchmark in each market are shown in Table 3. Notably, the US and EM have the highest exposure to the Tech sector while both the UK and Australia have little. Although Australia and Canada are both regarded as commodity-driven markets, they have dissimilar exposures to non-Financials: Australia is concentrated in Materials and Healthcare, while Canada has a more even exposure in Energy, Industrial, Materials and Tech. Table 3Broad Market Sector Compositions Is Factor Investing Dead? Is Factor Investing Dead? Given that Quality is measured on profitability, capital structure and earnings stability, does Quality show universal sector preference? The answer is both Yes and No. Yes, because Quality is universally underweight Financials, Energy and Utilities (Table 4). It is also overweight Tech and underweight Real Estate in all markets, except Australia. Tech has outperformed Financials, Utilities and Energy in general (except for Canada), therefore, these three sector tilts may explain the universal existence of Quality premium (Chart 6). Table 4Quality Index Sector Deviations Is Factor Investing Dead? Is Factor Investing Dead? Chart 6What Drives Quality Premium? WHAT DRIVES QUALITY PREMIUM? WHAT DRIVES QUALITY PREMIUM? However, the commonality ends here. Canadian Tech has underperformed Financials by a very large margin (Chart 6, panel 3), which would have caused a huge underperformance in Quality; Quality indexes in the UK and EMU have benchmark exposures to Tech. So what else have contributed to Quality’s outperformance in these three countries/regions? A look at their exposures to other sectors reveals the answers. In the UK, EMU and Canada, Quality indexes have also overweight tilts in Industrials, Consumer Discretionary and Consumer Staples (Table 4). These three sectors have all outperformed their respective benchmarks in the past 20 years, as shown in Table 5. The table also shows that Consumer Staples is the only sector that has outperformed in all markets, yet both US and Australian Quality indexes underweight this sector. Table 5Sector Performance* Is Factor Investing Dead? Is Factor Investing Dead? In addition, in both the UK and Canada, Quality overweights Materials, which is a top outperforming sector in the UK, but an underperforming sector in Canada. Materials also outperforms in the EMU, yet EMU Quality underweights it. Despite the impressive overall outperformance since 2001, the Quality factor in DM has suffered in the past few years, especially since the Covid 19-induced selloff in March 2020. Quality relative performance in EM peaked long before DM but has stood out as the only significant outperformer since March 2020. This is because profitability in Quality has improved in EM but deteriorated in the US and other DM countries as shown in Charts 7 and 8. Chart 7Quality Premium Driver: ROE* QUALITY PREMIUM DRIVER: ROE* QUALITY PREMIUM DRIVER: ROE* Chart 8Quality Premium Driver: EPS* QUALITY PREMIUM DRIVER: EPS* QUALITY PREMIUM DRIVER: EPS* Chart 9Quality Premium Driver: Valuation* QUALITY PREMIUM DRIVER-VALUATION* QUALITY PREMIUM DRIVER-VALUATION* Valuation-wise, Quality indexes in the UK and Canada are at their cheapest levels since 2013, while Japan has become more expensive. Meanwhile, Quality valuation in the US, EMU and Australia is in line with their respective historical average5 (Chart 9). Bottom Line: Quality premium is driven by profitability and has strong sector preferences. The divergence of Quality premium among countries indicates that the same sector in different countries does not necessarily share the same behavior relative to its own benchmark. Sector behaviors in each market have not been as consistent as globalization would have implied, even though “global sectors” have become a well-accepted concept. What Drives The Min Vol Premium Divergence? Beside Quality, Min Vol has consistently outperformed in all the countries/regions in the past 20 years, even though the premiums in the US and Japan are close to zero, as shown in Table 2 on page 4. Over time, however, Min Vol’s relative performance is very cyclical. At the global aggregate level, this cyclicality is determined by its defensive nature given its positive correlation with the relative equity return ratio of Defensives/Cyclicals and negative correlation with bond yields. It is no surprise that the strong recovery in global equities and the rise in bond yields have caused Min Vol to underperform the broad market since March 2020. What is surprising, however, is the magnitude of the underperformance, which cannot be explained by historical relationships (Chart 10). Chart 10What Drives Global Min Vol Premium? WHAT DRIVES GLOBAL MIN VOL PREMIUM? WHAT DRIVES GLOBAL MIN VOL PREMIUM? Looking at the global aggregate only, however, can provide misguided information, because Global Min Vol is dominated by the US (56.81%) and Japan (9.88%), where Min Vol has performed the worst. In the most recent cycle since March 2020, the US is the only country where Min Vol has deviated sharply from the historical relationship with the relative performance of defensives/cyclicals and with bond yields, incurring the largest relative performance drawdown ever, erasing all the relative gains achieved in the previous two decades (Chart 11A). Japanese Min Vol also suffered large drawdown, but was in line with the defensives/cyclicals, albeit undershooting what implied by the bond yield (Chart 11B). The relative performance of Min Vol in the UK, Canada, EM, and Australia all behaved in line with what is implied by the historical relationships with bond yields and defensives/cyclicals, while Min Vol in EMU does not have a close correlation with defensives/cyclicals (Charts 11 C-G). Chart 11AUS Min Vol Premium US MIN VOL PREMIUM US MIN VOL PREMIUM Chart 11BJapan Min Vol Premium JAPAN MIN VOL PREMIUM JAPAN MIN VOL PREMIUM Chart 11CUK Min Vol Premium UK MIN VOL PREMIUM UK MIN VOL PREMIUM Chart 11DEMU Min Vol Premium EMU MIN VOL PREMIUM EMU MIN VOL PREMIUM Chart 11ECanada Min Vol Premium CANADA MIN VOL PREMIUM CANADA MIN VOL PREMIUM Chart 11FAustralia Min Vol Premium AUSTRALIA MIN VOL PREMIUM AUSTRALIA MIN VOL PREMIUM   Chart 11GEM Min Vol Premium EM MIN VOL PREMIUM EM MIN VOL PREMIUM Min Vol has become the worst performing factor since March 2020, led by the US, Japan, and EMU, while the UK has been almost flat, as shown in Table 6. This is in stark contrast to its historical track record (Table 2 on page 4) but can be explained by its defensive tilt in a strong equity market. Currently, Min Vol’s general defensive nature is reflected by its overweight in Consumer Staples and underweight in Consumer Discretionary, overweight in Communication Services and underweight in Energy in all markets. In interest-rate-sensitive sectors, Min Vol overweighs Utilities in all markets except Japan and underweights Financials in all markets, except EM (Table 7). Table 6Min Vol Was The Worst Performer Since The Covid-Induced Recovery* Is Factor Investing Dead? Is Factor Investing Dead? Table 7Min Vol Index Sector Deviations Is Factor Investing Dead? Is Factor Investing Dead? Communication Services in the UK and Australia bucked the trend, outperforming the broad market. UK Financial also opposed the trend but did not outperform. In addition, the UK is overweight in Real Estate, which did much better than the broad market (Table 8). Table 8Sector Performance Since March 2020 Is Factor Investing Dead? Is Factor Investing Dead? Chart 12Min Vol Premium Divergence: Valuation* MIN VOL PREMIUM DIVERGENCE:VALUATION* MIN VOL PREMIUM DIVERGENCE:VALUATION* Min Vol in EM has an overweight in Financials, which also outperformed. In addition, EM Consumer Discretionary resisted the general trend, coming in under its benchmark by 17% annualized; an underweight in this sector contributed to EM’s Min Vol’s performance. Why has US Min Vol performed so badly? According to a GAA Special Report published in January 2020, extreme overvaluation of Min Vol relative to the broad market could induce poor subsequent performance in near future. US Min Vol reached peak valuation relative to the market in 2019, and the subsequent underperformance was accompanied by sharp multiple contraction. Currently, Min Vol’s relative valuation is in line with historical average in the US, implying the turnaround since November 2021 may have further staying power (Chart 12). Bottom Line: Global Min Vol’s defensive tilts explain its underperformance since March 2020. However, divergences in the magnitude of underperformance among countries is explained by different sector exposures and the varying performance of some sectors in different countries, in addition to relative valuation. Chart 13Value Vs. Growth: Is This Time Different? VALUE VS. GROWTH: IS THIS TIME DIFFERENT? VALUE VS. GROWTH: IS THIS TIME DIFFERENT? Is It Time To Overweight Value Versus Growth? This is one of the most frequently asked questions over the past few years, especially after the turnaround in AQR last year hit the newswire. The impressive performance of AQR so far this year has prompted more heated debate on the sustainability of the “Revenge of Value” after Value's longest streak of underperformance).6 The recent rebound in the relative performance of Value versus Growth has been driven by extremely oversold conditions, very cheap valuation and faster EPS growth led by the rise in global bond yields. Even though sector exposures change over time for Value and Growth, sector exposures to Financials and Tech have been stable since 2010 at the global aggregate level (Chart 13). The large bets in Financial, Utilities and Tech are universal, as shown in Table 9. Other sector exposures in specific countries vary significantly. For example, the US Value/Growth split is basically between Tech, Communication Services and Consumer Discretionary versus the other eight sectors. These three sectors are dominated by a few mega-cap stocks. The other eight sectors are a mixed bag of cyclicals, defensives, and interest rate sensitives, which have different macro drivers. It does not make sense to overweight them together. It is important to note that Consumer Staples and Healthcare are overweight in Growth outside the US and EMU. Table 9Sector Tilts In Value And Growth Is Factor Investing Dead? Is Factor Investing Dead? In addition, Growth has similar sector preferences as Quality (Table 4 and Table 9), which explains the high correlation between the two factor premiums (Chart 14A), However, Quality has been a much better factor than Growth outside the US and Australia. In the US, Quality and Growth are almost the same with a stable correlation, but Quality has been inferior to Growth in Australia (Chart 14B). Chart 14AClose Correlation* Between Quality And Growth CLOSE CORRELATION* BETWEEN QUALITY AND GROWTH, BUT... CLOSE CORRELATION* BETWEEN QUALITY AND GROWTH, BUT... Chart 14BQuality Is Superior To Growth Outside US And Australia QUALITY IS SUPERIOR TO GROWTH OUTSIDE US AND AUSTRALIA QUALITY IS SUPERIOR TO GROWTH OUTSIDE US AND AUSTRALIA Finally, Value and Growth behave very differently in various market-cap segments, as shown in Table 10. Despite the well-telegraphed underperformance of Value versus Growth by the media, Value has consistently outperformed Growth in Canada, EM and Japan. Furthermore, mid-cap Value has also outperformed mid-cap Growth universally. Image Bottom Line: Value is extremely cheap and the rebound from an extremely oversold condition has been supported by the relative earnings trend and a rise in interest rates. Yet the mixed bag of sector exposure makes the Value/Growth allocation inferior to sector allocation. Investors who want to focus on Growth are advised to look for Quality outside of the US and Australia. Conclusions Related Report  Global Asset AllocationValue? Growth? It Really Depends! The US-centric factor research and media coverage have masked an underlying divergence of factor premiums in specific countries/regions. Factor premiums in the UK, EMU, Canada, and EM have been stronger than in the US, while Japan and Australia have been weaker. This divergence can be explained by different sector exposures of the same factor, along with varying behaviors of the same sector in specific countries/regions. While factor investing is not dead, it may be less profitable to utilize in the US, Japan, and Australia. We suggest that global investors implement smart beta strategies on an individual country basis to better capture the factor premium in each country. Even though Quality, Min Vol and Momentum have been outperformers in the past 20 years, all factors have embedded cyclicality. We do not advocate factor timing and reiterate our long-standing approach of equally weighting the five factors to smooth out the cyclicality of individual factors. Value/Growth is a popular style split; however, it is an inferior framework to sector positioning. In addition, Quality is a better factor than Growth, which is already included in our five-factor approach.   Xiaoli Tang Associate Vice President xiaolit@bcaresearch.com   Footnotes 1      Please see "Quant Hedge Fund Icon AQR Cuts Back as Investors Exit," Chief Investment Officer, dated November 15, 2021. 2     Please see "MSCI Diversified Multiple-Factorindexes Methodology," MSCI.com, dated May 2018. 3     Please see "Anomalies across the globe: Once public, no longer existent?" Journal of Financial Economics, Volume 135, Issue 1, January 2020, Pages 213-230. 4    Historical data for all MSCI factor indexes in major markets is available for this period 5    Since Jan 2013 based on MSCI data availability. 6     Jessica Hamlin, "AQR Posts Record Performance in January," Institutional Investor, dated February 9, 2022.

Executive Summary On a tactical (3-month) horizon, the inflationary impulse from soaring energy and food prices combined with the choke on growth from sanctions will weigh on both the global economy and the global stock market. As such, bond yields could nudge higher, the global stock market has yet to reach its crisis bottom, and the US dollar will rally. But on a cyclical (12-month) horizon, the short-term inflationary impulse combined with sanctions will be massively demand-destructive, at which point the cavalry of lower bond yields will charge to the rescue. Therefore: Overweight the 30-year T-bond and the 30-year Chinese bond, both in absolute terms and relative to other 30-year sovereign bonds. Overweight equities. Overweight long-duration US equities versus short-duration non-US equities. Fractal trading watchlist: Brent crude oil, and oil equities versus banks equities. The DAX Has Sold Off ##br##Because It Expects Profits To Plunge… The DAX Has Sold Off Because It Expects Profits To Plunge... The DAX Has Sold Off Because It Expects Profits To Plunge... …But The S&P 500 Has Sold Off ##br##Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off   Bottom Line: In the Ukraine crisis, the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. If anything, the fixation on inflation and sanctions may increase short-term pain for both the economy and the stock market, before the cavalry of lower bond yields ultimately charges to the rescue. Feature Given the onset of the largest military conflict in Europe since the Second World War, with the potential to escalate to nuclear conflict, you would have thought that the global stock market would have crashed. Yet since Russia’s full-scale invasion of Ukraine on February 24 to the time of writing, the world stock market is down a modest 4 percent, while the US stock market is barely down at all. Is this the stock market’s ‘Wile E Coyote’ moment, in which it pedals hopelessly in thin air before plunging down the chasm? Is this the stock market’s ‘Wile E Coyote’ moment, in which it pedals hopelessly in thin air before plunging down the chasm? Admittedly, since the invasion, European bourses have fallen – for example, Germany’s DAX by 10 percent. And stock markets were already falling before the invasion, meaning that this year the DAX is down 20 percent while the S&P 500 is down 12 percent. But there is a crucial difference. While the DAX year-to-date plunge is due to an expected full-blooded profits recession that the Ukraine crisis will unleash, the S&P 500 year-to-date decline is due to the sell-off in the long-duration bond (Chart I-1 and Chart I-2). This difference in drivers will also explain the fate of these markets as the crisis evolves, just as in the pandemic.   Chart I-1The DAX Has Sold Off Because It Expects Profits To Plunge... The DAX Has Sold Off Because It Expects Profits To Plunge... The DAX Has Sold Off Because It Expects Profits To Plunge...   Chart I-2...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off ...But The S&P 500 Has Sold Off Because The Long Bond Has Sold Off During The Pandemic, Central Banks And Governments Saved The Day… We can think of a stock market as a real-time calculator of the profits ‘run-rate.’ In this regard, the real-time stock market is several weeks ahead of analysts, whose profits estimates take time to collect, collate, and record. For example, during the pandemic, the stock market had already discounted a collapse in profits six weeks before analysts’ official estimates (Chart I-3 and Chart I-4). Chart I-3The German Stock Market Is Several Weeks Ahead Of Analysts The German Stock Market Is Several Weeks Ahead Of Analysts The German Stock Market Is Several Weeks Ahead Of Analysts Chart I-4The US Stock Market Is Several Weeks Ahead ##br##Of Analysts The US Stock Market Is Several Weeks Ahead Of Analysts The US Stock Market Is Several Weeks Ahead Of Analysts We can also think of a stock market as a bond with a variable rather than a fixed income. Just as with a bond, every stock market has a ‘duration’ which establishes which bond it most behaves like when bond yields change. It turns out that the long-duration US stock market has the same duration as a 30-year bond, while the shorter-duration German stock market has the same duration as a 7-year bond. Pulling this together, and assuming no change to the very long-term structural growth story, we can say that: The US stock market = US profits multiplied by the 30-year bond price (Chart I-5 and Chart I-6). The German stock market = German profits multiplied by the 7-year bond price (Chart I-7 and Chart I-8). Chart I-5US Profits Multiplied By The 30-Year Bond Price... US Profits Multiplied By The 30-Year Bond Price... US Profits Multiplied By The 30-Year Bond Price... Chart I-6...Equals The US Stock Market ...Equals The US Stock Market ...Equals The US Stock Market Chart I-7German Profits Multiplied By The 7-Year Bond Price... German Profits Multiplied By The 7-Year Bond Price... German Profits Multiplied By The 7-Year Bond Price... Chart I-8...Equals The German Stock Market ...Equals The German Stock Market ...Equals The German Stock Market When bond yields rise – as happened through December and January – the greater scope for a price decline in the long-duration 30-year bond will hurt the US stock market both absolutely and relatively. But when bond yields decline – as happened at the start of the pandemic – this same high leverage to the 30-year bond price can protect the US stock market. When bond yields decline, the high leverage to the 30-year bond price can protect the US stock market. During the pandemic, the 30-year T-bond price surged by 35 percent, which more than neutralised the decline in US profits. Supported by this surge in the 30-year bond price combined with massive fiscal stimulus that underpinned demand, the pandemic bear market lasted barely a month. What’s more, the US stock market was back at an all-time high just four months later, much quicker than the German stock market. …But This Time The Cavalry May Take Longer To Arrive Unfortunately, this time the rescue act may take longer. One important difference is that during the pandemic, governments quickly unleashed tax cuts and stimulus payments to shore up demand. Whereas now, they are unleashing sanctions on Russia. This will choke Russia, but will also choke demand in the sanctioning economy. Another crucial difference is that as the pandemic took hold in March 2020, the Federal Reserve slashed the Fed funds rate by 1.5 percent. But at its March 2022 meeting, the Fed will almost certainly raise the interest rate (Chart I-9). Chart I-9As The Pandemic Took Hold, The Fed Could Slash Rates. Not Now. As The Pandemic Took Hold, The Fed Could Slash Rates. Not Now. As The Pandemic Took Hold, The Fed Could Slash Rates. Not Now. As the pandemic was unequivocally a deflationary shock at its outset, it was countered with a massive stimulatory response from both central banks and governments. In contrast, the Ukraine crisis has unleashed a new inflationary shock from soaring energy and food prices. And this on top of the pandemic’s second-round inflationary effects which have already dislocated inflation into uncomfortable territory. Our high conviction view is that this inflationary impulse combined with sanctions will be massively demand-destructive, and thereby ultimately morph into a deflationary shock. Yet the danger is that myopic policymakers and markets are not chess players who think several moves ahead. Instead, by fixating on the immediate inflationary impulse from soaring energy and food prices, they will make the wrong move. In the Ukraine crisis, the big risk is that the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. If anything, the fixation on inflation and sanctions may increase short-term pain for both the economy and the stock market. Compared with the pandemic, both the sell-off and the recovery will take longer to play out. In the Ukraine crisis, the big risk is that the protection from lower bond yields and fiscal loosening will not come as quickly and as powerfully as it did during the pandemic. One further thought. The Ukraine crisis has ‘cancelled’ Covid from the news and our fears, as if it were just a bad dream. Yet the virus has not disappeared and will continue to replicate and mutate freely. Probably even more so, now that we have dismissed it, and Europe’s largest refugee crisis in decades has given it a happy hunting ground. Hence, do not dismiss another wave of infections later this year. The Investment Conclusions Continuing our chess metaphor, a tactical investment should consider only the next one or two moves, a cyclical investment should be based on the next five moves, while a long-term structural investment (which we will not cover in this report) should visualise the board after twenty moves. All of which leads to several investment conclusions: On a tactical (3-month) horizon, the inflationary impulse from soaring energy and food prices combined with the choke on growth from sanctions will weigh on both the global economy and the global stock market. As such, bond yields could nudge higher, the global stock market has yet to reach its crisis bottom, and the US dollar will rally (Chart I-10). Chart I-10When Stock Markets Sell Off, The Dollar Rallies When Stock Markets Sell Off, The Dollar Rallies When Stock Markets Sell Off, The Dollar Rallies But on a cyclical (12-month) horizon, the short-term inflationary impulse combined with sanctions will be massively demand-destructive, at which point the cavalry of lower bond yields will charge to the rescue. Therefore: Overweight the 30-year T-bond and the 30-year Chinese bond, both in absolute terms and relative to other 30-year sovereign bonds. Overweight equities. Overweight long-duration US equities versus short-duration non-US equities. How Can Fractal Analysis Help In A Crisis? When prices are being driven by fundamentals, events and catalysts, as they are now, how can fractal analysis help investors? The answer is that it can identify when a small event or catalyst can have a massive effect in reversing a trend. In this regard, the extreme rally in crude oil has reached fragility on both its 65-day and 130-day fractal structures. Meaning that any event or catalyst that reduces fears of a supply constraint will cause an outsized reversal (Chart I-11). Chart I-11The Extreme Rally In Crude Oil Is Fractally Fragile The Extreme Rally In Crude Oil Is Fractally Fragile The Extreme Rally In Crude Oil Is Fractally Fragile Equally interesting, the huge outperformance of oil equities versus bank equities is reaching the point of fragility on its 260-day fractal structure that has reliably signalled major switching points between the sectors (Chart I-12). Given the fast-moving developments in the crisis, we are not initiating any new trades this week, but stay tuned. Chart I-12The Huge Outperformance Of Oil Equities Versus Banks Equities Is Approaching A Reversal The Huge Outperformance Of Oil Equities Versus Banks Equities Is Approaching A Reversal The Huge Outperformance Of Oil Equities Versus Banks Equities Is Approaching A Reversal Fractal Trading Watchlist Biotech To Rebound Biotech Is Starting To Reverse Biotech Is Starting To Reverse US Healthcare Vs. Software Approaching A Reversal US Healthcare Vs. Software Approaching A Reversal US Healthcare Vs. Software Approaching A Reversal Norway's Outperformance Could End Norway's Outperformance Could End Norway's Outperformance Could End Greece’s Brief Outperformance To End Greece Is Snapping Back Greece Is Snapping Back Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades Are We In A Slow-Motion Crash? Are We In A Slow-Motion Crash? Are We In A Slow-Motion Crash? Are We In A Slow-Motion Crash? 6-Month Recommendations Structural Recommendations Closed Fractal Trades 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  

Executive Summary We look at the Ukraine crisis in the broader context of shocks, what we can learn from them, and how we can incorporate them into our strategy for investment, and life in general. Our high-conviction view is that the Ukraine crisis will be net deflationary, because the economic and financial sanctions imposed on Russia will lead to a generalized demand destruction. Bond yields will be lower in the second half of the year. Underweight cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100. Stay structurally overweight the 30-year T-bond. The ultimate low in the 30-year T-bond yield is yet to come, and will be a long way below the current 2.1 percent. Fractal trading watchlist: We focus on banks, add alternative electricity, and review bitcoin. Every Shock Is Always Supplanted By A New Shock Every Shock Is Always Supplanted By A New Shock Every Shock Is Always Supplanted By A New Shock Bottom Line: The recent rise in bond yields and the associated outperformance of cyclical sectors such as banks, ‘value’, and value-heavy stock markets such as the FTSE 100 was just a short-lived countertrend move within a much bigger structural downtrend. This structural downtrend is now set to resume. Feature Suddenly, nobody is worried about Covid and everybody is worried about nuclear war. Or as Vladimir Putin warns, “such consequences that you have never experienced in your history.” The life lesson being that every shock is always supplanted by a new shock. Hence, in this report we look at the Ukraine crisis through a wider lens. We look at the broader context of shocks, what we can learn from them, and how we can incorporate them into our strategy for investment, and life in general. The Predictability Of Shocks Shocks are very predictable. This sounds like a contradiction, but we don’t mean the timing or nature of individual shocks. As specific events, Russia’s full-scale invasion of Ukraine and the global pandemic were ‘tail-events’ that did come as shocks. Yet the statistical distribution of such tail-events is very predictable. This predictability of shocks forms the bedrock of the world’s $5 trillion insurance industry, and should also form the bedrock of any long-term strategy for investment, or life in general. The predictability of shocks forms the bedrock of the world’s $5 trillion insurance industry, and should also form the bedrock of any long-term investment strategy. We define a shock as any event that causes the long-duration bond price in a major economy to rally or slump by at least 20 percent, albeit this is just one definition.1On this definition, the Ukraine crisis is not yet a far-reaching economic or financial shock, but it is certainly well-placed to become one. Applying this definition of a shock through the last 60 years, the statistical distribution of shocks over any long period is well-defined and very predictable. For example, over a ten-year period the number of shocks exhibits a Poisson distribution with parameter 3.33 (Chart I-1), while the time between shocks exhibits an Exponential distribution with parameter 3.33. Chart 1The Statistical Distribution Of Shocks Is Very Predictable The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks Many economists and investment strategists present their long-term forecasts for the economy and financial markets, yet completely ignore this very predictable distribution of shocks – making their long-term forecasts worthless! The question to such economists and strategists is why are there no shocks over your forecasting horizon? Their typical answer is that it is not an economist’s job to predict ‘acts of god’ or ‘black swans.’ But if insurance companies can incorporate the very predictable distribution of acts of god and black swans, then why can’t economists and strategists? Over any ten-year period, the likelihood of suffering a shock is a near-certainty, at 95 percent; in any five-year period, it is an extremely high 80 percent; in a two-year period, it is a coin toss at 50 percent; and even in one year it is a significant 30 percent (Chart I-2). Chart I-2On A Multi-Year Horizon, Another Shock Is A Near-Certainty The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks Witness that since just 2016 we have experienced Brexit, and the election of Donald Trump as US president. These were binary-outcome events where we could ‘visualise’ the tail-event in advance, but many dismissed it as implausible. Then we had a global pandemic, and now Russia’s full-scale invasion of Ukraine. Therefore, the crucial question is not whether we will experience shocks. We always will. The crucial question is, will the shock be net deflationary or net inflationary? Our high-conviction view is that the Ukraine crisis will be net deflationary. Meaning that even if it starts as inflationary, it will quickly morph into deflationary. The Danger From Higher Energy Prices: The Obvious And The Not So Obvious Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns – most recently, the 1999-2000 trebling of crude and the subsequent 2000-01 downturn, and the 2007-2008 trebling of crude and the subsequent 2008-09 global recession. Begging the question, should we be concerned that the Ukraine crisis has lifted the crude oil price to a near-trebling since October 2020, not to mention the massive spike in natural gas prices? Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns. Of course, we know that the root cause of both the 2000-01 downturn and the 2008-09 recession was not the oil price surge that preceded them. As their names make crystal clear, the 2001-01 downturn was the dot com bust and the 2008-09 recession was the global financial crisis. And yet, and yet… while the oil price surge was not the culprit, it was certainly the accessory to both murders. The obvious way that high energy prices hurt is that they are demand destructive to both energy and non-energy consumption. In this regard, the good news is that the economy is becoming much less energy-intensive – every unit of real output requires about 40 percent less energy than at the start of the millennium (Chart I-3). Nevertheless, even if the scope to hurt is lessening, higher energy prices are still demand destructive. Chart I-3The Economy Is Becoming Less Energy-Intensive The Economy Is Becoming Less Energy-Intensive The Economy Is Becoming Less Energy-Intensive The not so obvious way that high energy prices hurt is that they risk driving up the long-duration bond yield and thereby tipping more systemically important economic and financial fragilities over the brink. This was the where the greater pain came from in both 2000 and 2008 (Chart I-4 and Chart I-5). Chart I-4Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Chart I-5Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fortunately, the recent decline in the 30-year T-bond yield suggests that the bond market is looking through the short-term inflationary impulse of higher energy prices (Chart I-6). Instead, it is focussing on the deflationary impulse that will come from the demand destruction that the higher prices will trigger. Chart I-6Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices The economic and financial sanctions imposed on Russia will only lead to additional demand destruction. Sanctions restrict trade and economic and financial activity – therefore they hurt both the side that is sanctioned and the side that is sanctioning. This mutuality of pain caused the West to balk at both the timing and severity of its sanctions. But absent an unlikely backdown from Russia, the sanctions noose will tighten, choking growth everywhere.   If bond yields were to re-focus on inflation and move higher, it would add a further headwind to the economy and markets, forcing the 30-year T-bond yield back down again from a ‘line in the sand’ at around 2.4-2.5 percent. So, the long-duration bond yield will go down directly or via a short detour higher. Either way, bond yields will be lower in the second half of the year. Given the very tight connection between bond yields and stock market sector, style, and country allocation, it will become clear that the recent outperformance of cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100 was just a short-lived countertrend move in a much bigger structural downtrend (Chart I-7). This structural downtrend is set to resume. Chart I-7When Bond Yields Decline, Banks Underperform When Bond Yields Decline, Banks Underperform When Bond Yields Decline, Banks Underperform Underweight cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100. Yet, the over-arching message from the anatomy of shocks is that the ultimate structural low in the 30-year T-bond yield is yet to come, and will be a long way below the current 2.1 percent. Stay structurally overweight the 30-year T-bond.   Fractal Trading Watchlist This week’s analysis focusses on banks, adds alternative electricity, and reviews bitcoin. Supporting the fundamental arguments in the main body of this report, the recent outperformance of banks has reached the point of fractal fragility that has signalled several important turning-points through the past decade (Chart 1-8). Accordingly, this week’s recommended trade is to go short world banks versus world consumer services, setting the profit target and symmetrical stop-loss at 12 percent.  Chart I-8The Recent Outperformance Of Banks May Soon End The Recent Outperformance Of Banks May Soon End The Recent Outperformance Of Banks May Soon End Alternative Electricity Is Rebounding From An Oversold Position Alternative Electricity Is Rebounding From An Oversold Position Alternative Electricity Is Rebounding From An Oversold Position Bitcoin's Support Is Holding Bitcoin's Support Is Holding Bitcoin's Support Is Holding Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1 As bond yields approach their lower limit, this definition of a shock will need to change as it will become impossible for long-duration bond prices to rally by 20 percent. Fractal Trading System Fractal Trades The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks 6-Month Recommendations Structural Recommendations Closed Fractal Trades 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-5 Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6 Indicators 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  

Executive Summary US biotech is trading at its greatest discount to the market. Ever. Much of biotech’s underperformance is due to transient factors: specifically, the sell-off in long-duration bonds; the focus on delivering a Covid vaccine; regulatory concerns; a drought in M&A; and a flood of IPOs. Overweight US biotech versus US big-tech, both tactically and structurally. Long-only investors with a time horizon of at least 2 years should go outright long biotech, especially US biotech. If, as we expect, the 30-year T-bond (price) continues to rally, then long-duration sectors and stock markets will resume their outperformance versus shorter-duration sectors and stock markets. Fractal trading watchlist: We focus on biotech, and add US banks versus consumer services, Norway versus China, Greece versus euro area, and BRL/NZD. US Biotech Is Trading At Its Greatest Discount To The Market. Ever US Biotech Is Trading At Its Greatest Discount To The Market. Ever US Biotech Is Trading At Its Greatest Discount To The Market. Ever Bottom Line: Every now and then comes a rare opportunity to buy a deeply unloved asset at a bargain basement price. We believe that now provides such an opportunity for the beaten-down biotech sector – especially the US biotech sector which is trading at its greatest discount to the market. Ever. Feature Every now and then comes a rare opportunity to buy a deeply unloved asset at a bargain basement price. We believe that now provides such an opportunity for the beaten-down biotech sector – especially the US biotech sector which is trading at its greatest discount to the market. Ever. But before we go into the specifics of biotech, let’s quickly discuss the recent action in the broader market. The Past Year Has Been All About ‘Duration’ A good way to think of any investment is to compress all its cashflows into one future ‘lump-sum payment.’ The length of time to this lump-sum payment is the investment’s ‘duration.’ And the present value of the investment is just the discounted value of this lump-sum payment, where the discount factor will depend on the required return on the investment combined with its duration.1 It follows that, all else being equal, the present value of a long-duration stock must rise and fall in line with the present value of an equally long-duration bond – because their discount factors move in lockstep. And, as we have been banging on in recent weeks, this simple observation is all you need to explain market action over the past year. For the 30-year T-bond, 2.4-2.5 percent is an important resistance level. Given that long-duration indexes such as the Nasdaq, S&P 500 and MSCI Growth have the same duration as the 30-year T-bond, they have been tracking the 30-year T-bond price one-for-one (Chart I-1 and Chart I-2). Hence, when the long-duration bond rallied, these stock markets outperformed shorter-duration indexes such as the FTSE100 and MSCI Value; and when the long-duration bond sold off, they underperformed. Chart I-1The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One Chart I-2MSCI Growth Has Been Tracking The 30-Year T-Bond Price One-For-One MSCI Growth Has Been Tracking The 30-Year T-Bond Price One-For-One MSCI Growth Has Been Tracking The 30-Year T-Bond Price One-For-One The Russian invasion of Ukraine has catalysed a retreat in the 30-year T-bond yield from a ‘line in the sand’ at 2.4-2.5 percent, which we have previously highlighted as an important resistance level. If, as we argued in A Massive Economic Imbalance, Staring Us In The Face, the 30-year T-bond (price) continues to rally, then long-duration sectors and stock markets will resume their outperformance versus shorter-duration sectors and stock markets. US Biotech Is Trading At Its Greatest Discount To The Market. Ever Over the longer term, the bigger driver of the stock price will not be the discount factor on the future lump-sum payment; the bigger driver will be the size of the lump-sum payment itself. For any company, industry, or stock market, this expected lump-sum payment will evolve in line with current profits multiplied by a ‘structural growth multiple.’ It turns out that while current profits are updated every quarter, the structural growth multiple does not change much from quarter to quarter, year to year, or even decade to decade. Yet occasionally, it can phase-shift violently downwards when an event, or realisation, shatters the market’s lofty hopes for structural growth. Occasionally, an event or realisation shatters the market’s lofty hopes for structural growth. For example, after the dot com bubble burst it became clear that the sky-high hopes for non-US tech companies were just pie in the sky. The result was that their structural growth multiple halved, which weighed down non-US tech stocks for the subsequent 10 years (Chart I-3). Chart I-3After The Dot Com Bust, The Structural Growth Multiple For Non-US Tech Collapsed After The Dot Com Bust, The Structural Growth Multiple For Non-US Tech Collapsed After The Dot Com Bust, The Structural Growth Multiple For Non-US Tech Collapsed More recently, the realisation that Facebook – or Meta Platforms as it is now known – is losing subscribers was the gestalt moment that shattered hopes for its structural growth. Note that while its 2022 profits are down slightly, the Meta share price has collapsed, indicating a big hit to the structural growth multiple (Chart I-4). Chart I-4Facebook's Structural Growth Multiple Has Collapsed Facebook's Structural Growth Multiple Has Collapsed Facebook's Structural Growth Multiple Has Collapsed Conversely, there are rare occasions when a phase-shift down in a structural growth multiple is unwarranted or has gone too far. Right now, a case in point is the biotech sector, especially the US biotech sector. Relative to the relationship of the 2010s decade, US biotech’s structural growth multiple has halved (Chart I-5). The result is that US biotech is trading at the greatest valuation discount to the market (-20 percent). Ever. It is also trading at its greatest valuation discount to the broader tech sector (-35 percent). Ever (Chart I-6 and Chart I-7). Chart I-5US Biotech's Structural Growth Multiple Has Halved, But Is Such A Massive De-Rating Justified? US Biotech's Structural Growth Multiple Has Halved, But Is Such A Massive De-Rating Justified? US Biotech's Structural Growth Multiple Has Halved, But Is Such A Massive De-Rating Justified? Chart I-6US Biotech Is Trading At Its Greatest Ever Discount To The Market... US Biotech Is Trading At Its Greatest Ever Discount To The Market... US Biotech Is Trading At Its Greatest Ever Discount To The Market... Chart I-7...And Its Greatest Ever Discount To Big-Tech ...And Its Greatest Ever Discount To Big-Tech ...And Its Greatest Ever Discount To Big-Tech Another way of putting it is that in the post-pandemic era, while the structural growth multiple for the broader tech sector is largely unchanged, the structural growth multiple for biotech has collapsed by 40 percent (Charts I-8, I-11). Begging the question, is such a massive structural de-rating justified? Chart I-8US Tech's Structural Growth Multiple ##br##Is Unchanged... US Tech's Structural Growth Multiple Is Unchanged... US Tech's Structural Growth Multiple Is Unchanged... Chart I-9...But US Biotech's Structural Growth Multiple Has Collapsed ...But US Biotech's Structural Growth Multiple Has Collapsed ...But US Biotech's Structural Growth Multiple Has Collapsed Chart I-10Global Tech's Structural Growth Multiple##br## Is Unchanged... Global Tech's Structural Growth Multiple Is Unchanged... Global Tech's Structural Growth Multiple Is Unchanged... Chart I-11...But Global Biotech's Structural Growth Multiple Has Collapsed ...But Global Biotech's Structural Growth Multiple Has Collapsed ...But Global Biotech's Structural Growth Multiple Has Collapsed Much Of Biotech’s Underperformance Is Due To Transient Factors We have identified five culprits for biotech’s recent underperformance, but they are largely transient: The sell-off in long-duration bonds: Ironically, though the market has downgraded biotech’s structural growth, it has still behaved like a long-duration sector that has tracked the sell-off in the 30-year T-bond. Hence, if the long-duration bond rallies, it will boost biotech stocks. The focus on delivering a Covid vaccine: While biotech was developing a Covid vaccine, investors became enamoured with the sector, but once the vaccine was delivered, investors fell out of love with the sector. Yet there is more to biotech than a provider of vaccines, and as we show in the final section, the sell-off has gone too far. Regulatory concerns: In the US there has been some concern about the dilution of a biotech company’s intellectual property (IP) rights – known as March-In-Rights – if government funding or research has contributed to an innovation. In practice though, the sophistication of most innovations means that IP would remain with the innovator. There has also been concern about drug pricing reform, but as is normal in any negotiation, the opening extreme position is likely to get watered down. A drought in M&A: The focus on Covid, plus the uncertainty around regulation, has led to a drought in the M&A activity that is usually the mechanism to crystallize value. Still, for long-term investors, value is value, whether it is crystallized or not. Furthermore, the drought in M&A cannot last forever. A flood of IPOs: The more than 100 biotech IPOs in 2021 was double the usual rate, creating an oversupply and indigestion for specialist investors in the sector. But given the poor performance of the sector, the IPO flood is likely to recede through 2022-23 in a self-correction. So, we come back to the question: is it right to price a structural growth outlook for biotech worse than the overall market and much worse than for big-tech? If anything, it is big-tech that faces the much greater existential risk in the form of Web 3.0 – which will remove big-tech’s current ownership of the internet, thereby wiping out its very lucrative business model. Look out for our upcoming Special Report on this major theme. To repeat, the market is valuing US biotech at a record 40 percent discount to big-tech, and at its most unloved versus the broad market, when most of the headwinds it faces are transient. All of which leads to two investment conclusions. The market is valuing US biotech at a record 40 percent discount to big-tech, and at its most unloved versus the broad market. Overweight US biotech versus US big-tech, both tactically and structurally. Long-only investors with a time horizon of at least 2 years should go outright long biotech, especially US biotech. Fractal Trading Watchlist This week’s analysis focusses on our main theme, biotech, and we add US banks versus consumer services, Norway versus China, Greece versus euro area, and BRL/NZD. Reinforcing the arguments in the preceding sections, US biotech is deeply oversold versus broader tech, reaching a point of fractal fragility that signalled several significant turning-points through the past two decades (Chart I-12). Accordingly, this week’s recommended trade is to go long US biotech versus US tech, setting the profit target and symmetrical stop-loss at 17.5 percent. Chart I-12US Biotech Is Deeply Oversold Versus Broader Tech US Biotech Is Deeply Oversold Versus Broader Tech US Biotech Is Deeply Oversold Versus Broader Tech   US Banks Are At Risk Of Reversal US Banks Are At Risk Of Reversal US Banks Are At Risk Of Reversal Norway's Outperformance Could End Norway's Outperformance Could End Norway's Outperformance Could End Greece's Snapback At A Resistance Point Greece's Snapback At A Resistance Point Greece's Snapback At A Resistance Point BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1 Defined fully, the duration of an investment is the weighted-average of the times of its cashflows, in which the weights are the present values of the cashflows. Fractal Trading System Fractal Trades Time To Buy Biotech Time To Buy Biotech Time To Buy Biotech Time To Buy Biotech 6-Month Recommendations Structural Recommendations Closed Fractal Trades 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  

Executive Summary Russian Invasion Scenarios And Likely Equity Impact Ukraine Crisis Decision Tree Ukraine Crisis Decision Tree The Ukraine crisis is escalating as predicted. We maintain our odds: 65% limited incursion, 10% full-scale invasion, 25% diplomatic de-escalation. Russia says it will take “military-technical” measures as its demands remain unmet, while the US says an invasion is imminent. Fighting has picked up in the Donbas region. Our Ukraine decision tree highlights that the key to a last-minute diplomatic resolution is a western renunciation of defense cooperation with Ukraine after a verified Russian troop withdrawal. The opposite is occurring as we go to press. Stay long gold, defensives over cyclicals, and large caps over small caps. Stay long cyber security stocks and aerospace/defense stocks relative to the broad market. Trade Recommendation Inception Date Return LONG GOLD (STRATEGIC) 2019-12-06 27.6% Bottom Line: Our 75% subjective odds of a partial Russian re-invasion of Ukraine appear to be materializing. At the same time, we are not as optimistic about an imminent solution to the US-Iran nuclear problem. A near-term energy price spike is negative for global growth so we recommend sticking with our defensive tactical trades. Feature Chart 1Ukraine: Don't Be Complacent Ukraine: Don't Be Complacent Ukraine: Don't Be Complacent Fears about a heightened war in Ukraine fell back briefly this week before redoubling. Russian President Vladimir Putin showed a willingness to pursue diplomacy but then western officials refuted Russian claims that it was reducing troops around Ukraine. US President Biden said Russia is highly likely to invade Ukraine in the next few days. The Russian foreign ministry sent a letter reiterating Russia’s earlier threat that it will take unspecified “military-technical” actions given that its chief demands have not been met by the United States. A worsening security outlook as we go to press will push the dollar up against the euro, the euro up against the ruble, will lead to global equities falling (with US not falling as much as ex-US), and global bond yields falling (Chart 1). To assess the situation we need to weigh the signs of escalation against those of de-escalation. What were the signs of de-escalation? First, the Russian Defense Ministry claimed it is reducing troop levels near Ukraine, although NATO and the western powers have not verified any drawdown. An unspecified number of troops were said to return to their barracks in the Western and Southern Military Regions, according to Russian Defense Ministry spokesman General Igor Konashenkov. A video showed military units and hardware pulling back from Crimea. Officials claimed all troops would leave Belarus after military drills ended on February 20.1 Second, the Kremlin signaled that diplomacy has not been exhausted. In a video released to the public, Putin met with Foreign Minister Sergei Lavrov. He asked whether there was still a chance “to reach an agreement with our partners on key issues that cause our concern?” Lavrov replied, “there is always a chance.” Putin replied, “Okay.” Then, after speaking with German Chancellor Olaf Scholz in Moscow, Putin said: "We are ready to work further together. We are ready to go down the negotiations track.”2 Third, the Ukrainians are supposedly restarting efforts to implement the 2015 Russia-imposed ceasefire, under pressure from Germany and France. Ukraine’s ruling party is expected to introduce three bills to the Rada (parliament) that would result in implementing the terms of the Russian-imposed 2015 ceasefire, the so-called Minsk II Protocols. Ukraine is supposed to change its constitution to adopt a more federal system that grants autonomy to the two Russian separatist regions in the Donbas, Donetsk and Luhansk. Ukraine is also supposed to hold elections.3 The caveats to these three points are already clear: The US said Russia actually added 7,000 troops to the buildup on the Ukrainian border. Without Russia’s reducing troops, the US and its allies cannot offer major concessions. The US cannot allow itself to be blackmailed as that would encourage future hostage-taking and blackmail. Putin’s offer of talks is apparently separate from its “military-technical” response to the West’s failure to meet its three core demands on NATO. Russia’s three core demands are no further NATO enlargement, no intermediate-range missiles within threatening range, and withdrawal of NATO forces from eastern Europe to pre-1997 status. Putin reiterated that these three demands are inseparable from any negotiation and that Russia will not engage endlessly without resolution. Yet the West has consistently rejected these demands. Then came the Foreign Ministry statement pledging Russia’s military-technical response. So talks that focus on other issues – like missile defense and military transparency – are a sideshow. Ukraine is reiterating its desire to join NATO and will struggle to implement the Minsk Protocol. The Minsk format is not popular in Ukraine as it grants influence and recognition to the breakaway ethnic Russian regions. Ostensibly President Volodymyr Zelenskiy has sufficient strength in the Rada to change the constitution, given the possibility of assistance from opposition parties that oppose war or favor Russia. But passage or implementation could fail. The Russian Duma has also advised Putin to recognize the Donetsk and Luhansk People’s Republics as independent countries, which Putin is not yet ready to do, but could do if Ukraine balks, and would nullify the Minsk format.4 Of Russia’s three core demands, investors should bear in mind the following points: Ukraine is never going to join NATO. One of the thirty NATO members will veto its membership to prevent war with Russia. Therefore Russia is either making this demand knowing it will fail to justify military action, or driving at something else, such as NATO defense cooperation with Ukraine. Even if NATO membership is practically unrealistic, the US and NATO are providing Ukraine with arms and training, making it a de facto member. The quality and quantity of western defense cooperation is not sufficient to threaten Russia’s military balance so far but it could grow over time and Russia is insisting that it stop. While there is also a broader negotiation over Europe’s entire security system, immediate progress depends on whether the US and its allies stop trying to turn Ukraine into a de facto NATO ally. NATO is not going to sacrifice all of the strategic, territorial, and military-logistical gains it has made since 1997. Especially not when Russia is attempting to achieve such a dramatic pullback by military blackmail. But NATO could reduce some of the most threatening aspects of its stance if Russia reciprocates and there is more military transparency. Similarly, the US and Russia have a track record of negotiating missile defense deals so this kind of agreement is possible over time. The problem, again, hinges on whether agreement can be found over Ukraine. The opposite looks to be the case. Based on the above points, Diagram 1 provides a “Decision Tree” that outlines the various courses of action, our subjective probabilities, and the sum of the conditional probabilities for each final scenario. Diagram 1Russia-Ukraine Decision Tree, February 9, 2022 Ukraine Crisis Decision Tree Ukraine Crisis Decision Tree We start with the view that there is a 55% chance that the status quo continues: the West will not rule out Ukraine’s right to join NATO and will not halt defense cooperation. If this is true, then the new round of talks will fail because Russia’s core security interests will not be met. However, we also give a 25% chance to the scenario in which Ukraine is effectively barred from NATO but not defense cooperation. This may be the emerging scenario, given Chancellor Scholz’s point that Ukrainian NATO membership is not on the agenda and the White House’s claim that it will not pressure states to join NATO. Basically, western leaders could provide informal assurances that Ukraine will never join. But then the matter of defense cooperation must be resolved in the next round of talks. Given that the US and others have increased arms transfers to Ukraine in recent months and years (with US providing lethal arms for the first time in 2018), it seems more likely (60/40) that they will continue with arms transfers. After all, if they halt arms, Russia can invade anyway, but Ukraine will have less ability to resist. We allot a 15% chance to a scenario in which the US and its allies halt defense cooperation, even if they officially maintain NATO’s “open door” policy. If the Russians withdraw troops in this scenario, then a lasting reduction of tensions will occur. Again, while allied defense cooperation has been limited so far, it is up to Russia whether it poses a long-term threat. Finally, we give a 5% chance that the US and NATO will bar Ukraine from membership and halt defense cooperation. This path would mark a total capitulation to Russia’s demands. So far the allies have done nothing like this. They have insisted on NATO’s open door policy and have continued to transfer arms. No one should be surprised that tensions are escalating. De-escalation could still conceivably occur if Russia verifiably withdraws troops, if Ukraine moves to implement the Minsk II protocol, and if the US and its allies pledge to halt defense cooperation with Ukraine. The first step is for Russia to reduce troops, since that enables the US and allies to make major concessions when they are not under duress. If the US and NATO guarantee they will halt defense cooperation, given that Ukraine is practically unlikely to join NATO, then Russia may not be as concerned with Ukraine’s implementation of Minsk. As we go to press, none of these conditions are falling into place. The security situation is deteriorating rapidly. Bottom Line: Russia is likely to stage a limited military intervention into Ukraine (75%). The odds of a diplomatic resolution at the last minute are the same (25%). A full-scale invasion of all of Ukraine remains unlikely (10%). Market Reaction To Re-Escalation Chart 2 highlights the global equity market response to the Russian invasion of Crimea in 2014, which should serve as the baseline for assessing the market reaction to any renewed attack today. Stocks fell and moved sideways relative to bonds for several months, cyclicals (except energy) underperformed defensives, small caps briefly rose then collapsed against large caps, and value stocks rose relative to growth stocks. The takeaway was to stay invested over the cyclical time frame, prefer large caps, and prefer value. The difference today is that cyclicals and small caps are already performing worse against defensives and large caps than in 2014, while value has vastly outstripped growth (Chart 3). The implication is that once war breaks out, cyclicals and small caps have less room to fall whereas value has limited near-term upside. Chart 2Market Response To Crimea Invasion, 2014 Market Response To Crimea Invasion, 2014 Market Response To Crimea Invasion, 2014 ​​​​​​ Chart 3Market Response 2022 Versus 2014 Market Response 2022 Versus 2014 Market Response 2022 Versus 2014 ​​​​​​ If we look closely at global equity gyrations over the past week – when the Ukraine story moved to front and center – we see that stocks are falling relative to bonds, cyclicals are flat relative to defensives, small caps are rising relative to large caps, and value is flat relative to growth but may have peaked (Chart 4). In the short term the geopolitical dynamic will move markets so we expect cyclicals, small caps, and value to underperform. Commodity prices and the energy sector are initially benefiting from tensions as expected – oil prices and energy equities spiked amid the tensions (Chart 5). But assuming war materializes, Russia will at least cut off natural gas flowing through Ukraine, cutting off about 20% of Europe’s natural gas supply and triggering a bigger price shock. Ultimately, however, this price shock will incentivize production, destroy global demand, and drive energy prices down. Chart 4Global Equities Just Woke Up To Ukraine Global Equities Just Woke Up To Ukraine Global Equities Just Woke Up To Ukraine ​​​​​​ Chart 5Global Energy Sector Just Woke Up To Ukraine Global Energy Sector Just Woke Up To Ukraine Global Energy Sector Just Woke Up To Ukraine ​​​​​ Thus we expect energy price volatility. Russia will keep shipping energy to Europe to finance its military adventures. Europe will be loath to slap sanctions on critical energy supplies, assuming Russia’s military action is limited. The Saudis may or may not increase production to prevent demand destruction – in past Russian invasions they have actually reduced production once prices started to fall. A temporary US-Iran nuclear deal could release Iranian oil to the market, though that is not what we expect in the short run (discussed below). Bottom Line: Tactically investors should favor bonds over stocks, the US dollar and US equities over global currencies and equities (especially European), defensive sectors over cyclicals, large caps over small caps, and growth over value stocks. Is Ukraine Already Priced? Not Yet. Chart 6Crisis Events And Peak-To-Trough Market Drawdown Ukraine Crisis Decision Tree Ukraine Crisis Decision Tree The peak-to-trough equity drawdown – in geopolitical crises that are comparable to a Russian invasion of Ukraine – range from 11%-14% going back to 1931. The following research findings are derived from a list of select events, from the Japanese invasion of China to the German invasion of Poland to lesser invasions, all the way down to Russia’s seizure of Crimea in 2014. We used the S&P 500 as it is the most representative stock index over this long period of time. The fully updated and broader list of geopolitical crises can be found in Appendix 1. Geopolitical crises tend to trigger an average 10% equity decline, smaller than economic crises or major terrorist attacks (Chart 6). The biggest geopolitical shocks to the equity market occur when an event is a truly global event, as opposed to regional shocks. Interestingly Europe-only shocks have seen some of the smallest average drawdowns at around 8% (Chart 7). An expanded Ukraine war would be limited to Europe. The average equity selloff is largest, at 14%, if both the US and its allies are directly involved in the geopolitical event. But the range is 11%-14% regardless of whether the US or its allies are involved (Chart 8). Ukraine is not an official ally, which is one reason the markets will tend to play down a larger war there. However, the market is underrating the fact that Ukraine’s neighbors are NATO members and will have a powerful interest in supporting the Ukrainian militant insurgency, which could lead to unexpected conflicts that involve NATO member-state’s citizens. Chart 7Geopolitical Crises And Markets: Where Is The Crisis? Ukraine Crisis Decision Tree Ukraine Crisis Decision Tree ​​​​​​ Chart 8Geopolitical Crises And Markets: Who Are The Players? Ukraine Crisis Decision Tree Ukraine Crisis Decision Tree ​​​​​​ Chart 9Russian Invasion Scenarios And Likely Equity Impact Ukraine Crisis Decision Tree Ukraine Crisis Decision Tree The Russians have as many as 150,000 troops on the border with Ukraine, according to President Biden’s latest speech. The Ukrainian active military numbers 215,000. This ratio is not at all favorable for a full-scale invasion. The Russians are contemplating a limited action directed at teaching Ukraine a lesson or encroaching further onto Ukrainian territory, especially coastal territory. History suggests that a limited incursion will produce a 10% total equity drawdown, whereas a full-scale invasion would produce 13% or more (Chart 9). Still, investors should view 11%-14% as the appropriate range for a geopolitically induced crisis. The S&P has fallen by 9% since its peak on January 3, 2022. But Russia has not invaded yet. If war breaks out, there is more downside, given high uncertainty. Markets could still be surprised by the initial force of any Russian military action. The US will impose sweeping sanctions immediately. The Europeans will modify their sanctions according to Russia’s actions, a key source of uncertainty. If a diplomatic resolution is confirmed – with Russia withdrawing troops and the US and its allies cutting defense cooperation with Ukraine – then the market may continue to rally. However, there are other reasons to be cautious: especially inflation and monetary policy normalization, with the Federal Reserve potentially lifting rates by 50 basis points in March. Bottom Line: Stocks can fall further given that investors do not yet know the magnitude of the Russian military action or the US and European sanctions response. However, a buying opportunity is around the corner once this significant source of global uncertainty is clarified. New Iran Deal Is Neither Guaranteed Nor Durable A short note is necessary on the situation with Iran, another major risk this year, which falls under our third 2022 key view: oil-producing states gain geopolitical leverage. The implication is that the Iran risk will not be resolved quickly or easily. The global economy could suffer a double whammy of energy supply shock from Ukraine and energy supply risk in the Middle East this year. The US-Russia showdown is connected to the US-Iran nuclear negotiation. Russia took Crimea in 2014 in part because it saw an opportunity to exact a price from the United States, which sought Russia’s assistance in negotiating the 2015 nuclear deal with Iran. Today a similar dynamic is playing out, in which Russian diplomats cooperate on Iranian talks while encroaching on Ukraine. The Russians do not have an interest in Iran achieving a deliverable nuclear weapon and thus will offer some limited cooperation to this end. Their pound of flesh is Ukraine. According to media reports, the Iranian negotiations have seen some positive developments over the past month. US interest in rejoining the 2015 deal: The Biden administration has an interest in preventing Iran from reaching “breakout” levels of uranium enrichment and triggering a conflict in the region that would drive up oil prices ahead of the midterm election. It is going to be hard for Biden to remove sanctions in the context of Russian aggression but it is likely he would do it if the Iranians recommit to complying with the 2015 restrictions on their nuclear program. Iranian interest in rejoining the 2015 deal: The Iranians have an interest in convincing President Biden to remove sanctions to improve their economy and reduce the risk of social unrest. They are demanding the removal of all sanctions, not only those levied by President Trump. They also know that rejoining the 2015 deal itself is not so bad, since it starts expiring in 2025 and does not limit their missile production or support of militant proxies in the region. However, note that the Iranian regime has suppressed domestic instability since Trump’s “maximum pressure” sanctions, and the economy is improving on oil prices, so the threat of social unrest is not forcing Iran to accept a deal today. Also note that Iran is making demands that cannot be met: Iranian Foreign Minister Hossein Amirabdollahian is asking the US to provide guarantees that the US will not renege on the deal again, for example if the Republicans return to the White House in 2025. President Biden cannot provide these guarantees. The voting margins are too thin for a “political statement,” promising that the US will not renege on a deal, to pass Congress. While House Speaker Nancy Pelosi might be willing to provide such a statement to the Iranians, Senate Majority Leader Chuck Schumer probably will not – he opposed the originally 2015 deal. Even if Congress gave Iran guarantees, the fact remains that the GOP could win the White House in 2025, so the current, hawkish Iranian leadership cannot be satisfied on this front. Furthermore, even if Biden pulls back sanctions and Iran complies with the 2015 deal for a brief reprieve, Iran’s underlying interest is to obtain a deliverable nuclear weapon to achieve regime survival in the future. Iran faces a clear distinction between Ukraine, which gave up nukes and is now being dismembered (like Libya and Iraq), and North Korea, which now has a deliverable nuclear arsenal and commands respect from the US on the national stage. Moreover if the Republicans take back power in 2025, Iran will want to have achieved or be close to achieving a deliverable nuclear weapon. The Biden administration is weak at home and facing a crisis with Russia, which may present a window of opportunity for Iran to make a dash for the nuclear deterrent. Still, we acknowledge the short-term risk to our pessimistic view: It is possible that Iran will rejoin the deal to gain sanctions relief. In this case about 1-1.2 million barrels per day of Iranian crude will hit the global market. The implication, depending on the size of the energy shock, is that Brent crude prices will fall back to the $80 per barrel average that our Commodity & Energy Strategy expects. We also agree with our Commodity & Energy Strategist that global oil production will pick up in the face of supply risks that threaten to destroy demand. Bottom Line: We doubt Iran will rejoin the 2015 nuclear deal quickly. We expect energy prices to continue spiking in the short term due to Ukraine and any setbacks in the Iran negotiations. Yet we also expect oil producers around the world to increase production, which will sow the seeds for an oil price drop. Our tactical trade recommendations rest on falling oil prices and bond yields in the short run. Investment Takeaways Stay long gold. Stay long global defensive equity sectors over cyclicals. Favor global large caps over small caps. Stay long cyber security stocks and aerospace/defense stocks relative to the broad market. Stay long Japanese industrials relative to German and long yen. Stay long British stocks relative to other developed markets excluding the US, and long GBP-CZK. Favor Latin American equities within emerging markets, namely Mexican stocks and Brazilian financials relative to Indian stocks.   Matt Gertken Chief Geopolitical Strategist mattg@bcaresearch.com   Footnotes 1      See "Russia Announces Troop Withdrawal," Russia Today, February 15, 2022, rt.com; "Ukraine crisis: Russian claim of troop withdrawal false, says US," BBC, February 17, 2022, bbc.com. 2     David M. Herszenhorn, “On stage at the Kremlin: Putin and Lavrov’s de-escalation dance,” Politico, February 14, 2022, politico.eu. 3     "Scholz says Zelensky promised to submit bills on Donbass to Contact Group," Tass, February 15, 2022, tass.com; "Scholz in Kyiv confirms Germany won’t arm Ukraine, stays mum on Nord Stream 2," February 15, 2022, euromaidanpress.com. 4     "Kiev makes no secret Minsk-2 is not on its agenda — Russian Foreign Ministry," Tass, February 17, 2022, tass.com; Felix Light, "Russian Parliament Backs Plan To Recognize Breakaway Ukrainian Regions," Moscow Times, February 15, 2022, themoscowtimes.com. Appendix 1: Geopolitical Events And Equity Market Impact Ukraine Crisis Decision Tree Ukraine Crisis Decision Tree Strategic Themes Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months)

Executive Summary The recent 26 percent overspend on durable goods constitutes one of the greatest imbalances in economic history. An overspend on goods is corrected by a subsequent underspend; but an underspend on services is not corrected by a subsequent overspend. This unfortunate asymmetry means that the recent overspend on goods at the expense of services makes the economy vulnerable to a downturn. And the risk is exacerbated by central banks’ intentions to hike rates in response to inflation. As the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. As the 30-year T-bond rallies, so too will other long-duration bonds, long-duration stocks, long-duration sectors, and long-duration stock markets such as the S&P 500 versus short-duration stock markets such as the FTSE 100. Fractal trading watchlist: We focus on emerging markets, add financials versus industrials, and review tobacco versus cannabis, CAD/SEK, and biotech. If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? Bottom Line: As the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. Go overweight long-duration bonds, long-duration stocks, and long-duration stock markets such as the US versus non-US. Feature My colleague Peter Berezin recently wrote that recessions tend to happen when: “1) the build-up of imbalances makes the economy vulnerable to downturn; 2) a catalyst exposes these imbalances; and 3) amplifiers exacerbate the slump.” Peter is spot on. Using this checklist, I would argue that right now: There is a massive imbalance that makes the economy vulnerable to a downturn. Specifically, a 26 percent overspend on durable goods constitutes one of the greatest imbalances in economic history – the 26 percent overspend on durables refers to the US, but other advanced economies have experienced similar binges on goods. The catalyst that exposes this massive imbalance is the realisation that durables are, well, durable. They last a long time. So, if you front-end loaded many of this year’s purchases into last year, then you will not buy them this year. If you overspent by 26 percent in 2021, then the risk is that you symmetrically underspend by 26 percent in 2022. If central banks hike rates into this demand downturn, they will amplify and exacerbate the slump. A Massive Imbalance In Spending Makes The Economy Vulnerable To A Downturn Much of the recent overspend on goods was spending displaced from the underspend on services which became unavailable in the pandemic – such as eating out, going to the movies, and going to in-person doctor’s appointments. Raising the obvious question, can a future underspend on goods be countered by a future overspend on services? The answer is no. The consumption of services is constrained by time, opportunity, and biology. For example, there is a limit on how often you can eat out, go to the movies, or go to the doctor. If you are used to eating out and going to the movies once a week, and the pandemic prevented you from doing so for a year, that does not mean you will eat out and go to the movies an extra 52 times for the 52 times you missed! Rather, you will quickly revert to your previous pattern of going out once a week. This constraint on services spending means that the underspend will not become a symmetric overspend. In fact, the underspend on certain services will persist. This is because we have made some permanent changes to our lifestyles – for example, hybrid office/home working and more online shopping and online medical care. Additionally, a small but significant minority of people have changed their behaviour, shunning services that require close contact with strangers. To repeat the crucial asymmetry, an overspend on goods is corrected by a subsequent underspend; but an underspend on services is not corrected by a subsequent overspend (Chart I-1 and Chart I-2). Therefore, the recent massive overspend on goods at the expense of services makes the economy vulnerable to a downturn, and the risk is exacerbated by central banks’ intentions to hike rates in response to inflation. These hikes will prove to be overkill, because inflation is set to cool of its own accord. Chart I-1An Overspend On Goods Can Be Corrected By A Subsequent Underspend... An Overspend On Goods Can Be Corrected By A Subsequent Underspend... An Overspend On Goods Can Be Corrected By A Subsequent Underspend...   Chart I-2...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend ...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend ...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend   Durables Are Driving Inflation, And Inflation Is Driving The 30-Year T-Bond The recent binge on goods really comprises three mini-binges, which peaked in May 2020, January-March 2021, and October 2021. With a couple of months lag, these three mini-binges have caused three mini-waves in core inflation. To see the cause and effect, it is best to examine the evolution of inflation granularly – on a month-on-month basis – which removes the distorting ‘base effects.’ The mini-binges in goods lifted the core monthly inflation rate to an (annualised) 7 percent in July 2020, 10 percent in April-June 2021, and 7 percent in January 2022 (Chart I-3). Chart I-3Spending On Durables Is Driving Inflation Spending On Durables Is Driving Inflation Spending On Durables Is Driving Inflation Worryingly, the sensitivity of inflation has increased in each new mini-binge in goods spending, possibly reflecting more pressure on already-creaking supply chains as well as more secondary effects. Nevertheless, the key driver of the mini-waves in core inflation is the demand for durables, and as that demand wanes, so will core inflation. As monthly core inflation eases back, so too will the 30-year T-bond yield. What about the 30-year T-bond yield? Although it is a long-duration asset, its yield has recently been tracking the short-term contours of core inflation. So, when monthly inflation reached an (annualised) 10 percent last year, the 30-year T-bond yield reached 2.5 percent. At the more recent 7 percent inflation rate, the yield has reached 2.35 percent. It follows that as monthly core inflation eases back, so too will the 30-year T-bond yield (Chart I-4). Chart I-4Inflation Is Driving The 30-Year T-Bond Inflation Is Driving The 30-Year T-Bond Inflation Is Driving The 30-Year T-Bond Get The 30-Year T-Bond Right, And You’ll Get Most Things Right For the past year, the story of stocks has been the story of bonds. Or to be more precise, the story of long-duration stocks has been the story of the 30-year T-bond. Through this period, the worry du jour has changed – from the Omicron mutation of SARS-CoV-2 to an Evergrande default to Facebook subscriber losses and now to Russia/Ukraine tensions. Yet the overarching story through all of this is that the long-duration Nasdaq index has tracked the 30-year T-bond price one-for-one (Chart I-5). And the connection between S&P 500 and the 30-year T-bond price is almost as good (Chart I-6). Chart I-5Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Chart I-6Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right The tight short-term connection between long-duration stocks and the 30-year T-bond makes perfect sense. The cashflows of any investment can be simplified into a ‘lump-sum’ payment in the future, and the ‘present value’ of this payment will move in line with the present value of an equal-duration bond. So, all else being equal, a long-duration stock will move one-for-one in line with a long-duration bond. The story of long-duration stocks has been the story of the 30-year T-bond. ‘Value’ stocks and non-US stock markets which are over-weighted to value have a shorter-duration. Therefore, they have a much weaker connection with the 30-year T-bond. It follows that if you get the 30-year T-bond right, you’ll get most things right: The performance of other long-duration bonds (Chart I-7). The performance of long-duration growth stocks (Chart I-8). The performance of ‘growth’ versus ‘value’ (Chart I-9). The performance of growth-heavy stock markets like the S&P 500 versus value-heavy stock markets like the FTSE100 (Chart I-10). Of course, the corollary is that if you get the 30-year T-bond wrong, you’ll get most things wrong. Observe that the 1-year charts of long-duration bonds, growth stocks, growth versus value, and S&P 500 versus FTSE100 are indistinguishable. Proving once again that investment is complex, but it is not complicated! Chart I-7Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Chart I-8Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right   Chart I-9Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Chart I-10Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Our expectation is that as the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. Go overweight long-duration bonds, long-duration stocks, long-duration sectors, and long-duration stock markets such as the US versus non-US. Fractal Trading Watchlist This week we focus on emerging markets, add financials versus industrials, and review tobacco versus cannabis, CAD/SEK, and biotech. Emerging markets (EM) have been a big underperformer through the past year, but it may be time to dip in again, at least relative to value-heavy developed market (DM) indexes. Specifically, MSCI Emerging Markets versus MSCI UK has reached the point of fractal fragility that signalled previous major turning-points in 2014, 2018, and 2020 (Chart I-11). Accordingly, this week’s recommended trade is to go long MSCI EM versus UK (dollar indexes), setting the profit-target and symmetrical stop-loss at 10 percent.  Chart I-11Time To Dip Into EM Again, Selectively Time To Dip Into EM Again, Selectively Time To Dip Into EM Again, Selectively Financials Versus Industrials Is Approaching A Turning-Point Financials Versus Industrials Is Approaching A Turning-Point Financials Versus Industrials Is Approaching A Turning-Point Image CAD/SEK At A Top CAD/SEK At A Top CAD/SEK At A Top Awaiting A Major Entry-Point Into Biotech Awaiting A Major Entry-Point Into Biotech Awaiting A Major Entry-Point Into Biotech Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - 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 - Europe Ex Euro Area   Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - 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 I Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Image   Indicators To Watch - Interest Rate Expectations III A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face Image    

Executive Summary We back-tested equity strategies based on our rotation framework. They deliver positive excess returns and lower volatility. We also introduce our Excess Returns Rotation Maps, a new investment tool with an impressive track record. Based on the current reading of our rotation graphs and the predictive ability of our Rotation Maps, we recommend investors favor both the Euro Area Volatility index over the Momentum index and Value over Growth over the next twelve months. Strategy Performance For Sectors The Great Rotation The Great Rotation Bottom Line: At the national level, favor Swedish equities over German ones, German equities over both Italian and French equities, and Dutch stocks over their Spanish counterparts. At the sector level, overweight Materials relative to Energy, Energy to Financials, and Tech stocks to Communication stocks. Feature 2022 started with a bang. Economic activity slowed because of the Omicron variant, but labor markets continue to improve. Meantime, yields rose and inflation has remained sticky, thus forcing the Fed—and even the European Central Bank (ECB)—into a hawkish pivot. Suddenly, the prospect of rising interest rates and tightening of financial conditions has dawned upon investors. And, if this were not enough, the potential for a major geopolitical event is rising because the tensions between Russia and Ukraine have flared, refueling the European energy crisis. Considering how elevated equity valuations already are, these developments have ultimately caused investment sentiment to deteriorate sharply. Net bullish sentiment hit its lowest level since April 2013 according to the latest American Association of Individual Investors (AAII) survey, followed shortly thereafter by an inversion of the VIX curve and a record volume for put options. In January, the S&P 500 and the Nasdaq fell, respectively, by 5.2% and 9%, while the Euro Area MSCI index fell by 3%. However, these exhaustion / worry signs are not harbingers of a recession. The yield curve—which provides an historically excellent leading indicator of recessions—has not inverted. Credit spreads are widening, but they do not yet flash major stress points. We remain bullish on a cyclical horizon, especially for European equities, even if the near-term market outlook continues to be tricky, which is why we recommend investors hold protections. Nonetheless, we expect economic growth to remain solid. The Chinese credit impulse is trying to bottom, the global capex cycle is firm, and European households are still flush with savings that they will ultimately spend. Finally, the ECB is unlikely to raise interest rates until year-end. Bouts of volatility such as the current one are common at the beginning of episodes of policy tightening. The rise in inflation forces investors to experience a rather painful rotation that moves them from the pain of rising rates, to the fear of a more severe market correction, and which ultimately shifts them away from the deflationary mindset of the last decade. Last November, we introduced our relative rotation graphs to identify where equities stood in their rotation and thereby to help investors navigate these dangerous waters.To obtain a visual representation of the rotation, we position different assets in quadrants1 based on proprietary indicators of their relative strength and relative momentum. In this follow-up report, we put the effectiveness of our rotation framework to the test by providing the backtest summary results of the relative equity returns associated with each quadrant over time, as well as the relative returns obtained by picking long/short equity pairs based on our Rotation Maps framework. Our Rotation Maps framework delivers positive excess returns and lower volatility. More importantly, an ex-ante investment strategy based their predictive ability yields strong results, in relation to its application to investment styles, at sector or national levels. Timing The Rotations The main assumption of the Rotation Maps framework is that, on average, equities follow the rotation pattern illustrated in Diagram 1. We do not expect it to operate like clockwork, but gathering more descriptive statistics about these patterns over time provides valuable information, from the amount of time spent in each of the quadrants to how much time it takes to complete a rotation. One does not want to assume equities have just stepped into the Leading quadrant when, in fact, they have been there for several weeks already, implying it is probably not a good entry point on a tactical basis. This is why we show the entire rotation trail and not only the last reading.  We have added these descriptive statistics in each quadrant on Diagram 1. Diagram 1Stylized Rotation Pattern The Great Rotation The Great Rotation Knowing that on average—and ignoring temporary moves—equities tend to remain between 15 and 16 weeks within one quadrant means that we can calculate what the expected returns over the next one to three months will be once equities come to occupy a specific quadrant. Unsurprisingly, the best (worst) expected returns are obtained when equities are in the Leading (Lagging) quadrant, notwithstanding the ones we look at (Table 1). Table 1Stepping Into A Quadrant: 1-Month & 3-Month Returns The Great Rotation The Great Rotation The results clearly show that you can identify both future winners and losers based on where they currently stand in their rotation and thus enter long/short pairs trades accordingly. Within a three-month time horizon, this observation generally means buying equities that are in the Leading quadrant and selling those that are in the Lagging quadrant. To do so beyond a three-month time horizon requires using the information we collected about each rotation to predict where equities will stand in their respective rotation patterns at a certain point in the future. Having done that, we can anticipate what the predicted excess returns2 will be for a given pair trade based on the current quadrants of each leg. Table 2 presents the Excess Returns Rotation Map for Euro Area Value / Growth equities over different time horizons. At present, Value equities are located in the Leading quadrant, whereas Growth equities are in the Lagging quadrant. In the past, when this was the case, Value outperformed Growth on a three-, six-, and twelve-month horizon by 0.8%, 1.1%, and 3.1%, respectively. Table 2Excess Return Rotation Map: Value Versus Growth The Great Rotation The Great Rotation For presentation purposes, we only display one example of Rotation Map in this report. The Excess Returns Rotation Maps for each European investment style, sector, and national market mentioned thereafter is available on demand. Rotation Maps… Or Treasure Maps? The true usefulness of Rotation Maps lies in looking at each rotation graph at any point in time and using its predictive ability to pick the best pair trades, thus generating alpha. We designed two investment strategies to see whether our Rotation Maps framework adds value to the investment process. Both strategies are purely mechanical and do not require any judgement. Chart 1Strategy Performance For Investment Styles The Great Rotation The Great Rotation In the first strategy, we picked a pair trade with the highest predicted returns over the next twelve months among all the rotation maps and held it over that timeframe, and then we repeated this process for every year. In the second investment strategy, rather than picking the best predicted pair trade, we selected a basket comprised of the top 10% The results of both strategies for European equity styles, sectors, and national bourses are shown in Charts 1, 2, and 3. These results are astounding. The main value of this framework seemingly comes from its ability not only to avoid major stock market corrections but also to deliver strong positive returns. Case in point: when the Euro Area MSCI index fell by 47% in 2008, our top 10% baskets had an average return of 18% (styles), 22% (sector level), and 13% (nation level). Chart 2Strategy Performance For Sectors The Great Rotation The Great Rotation Chart 3Strategy Performance For National Markets The Great Rotation The Great Rotation The two strategies do not consistently beat the market. However, used over a multi-year horizon, our framework achieves annual returns that are, on average, two to three times higher than those of the market. We are confident we can improve the overall effectiveness of our framework by applying it in conjunction with our own cyclical macro views. In future research, we will explore how to exploit the rotation framework under different macro environments, such as when yields or inflation are rising. Having said that, which equities are predicted to generate the most alpha over the next twelve months based on the current picture? European Investment Styles Over the past three months, many European investment styles have moved into the Lagging quadrant, notably growth stocks (Chart 4). Meanwhile value stocks are solidly in the Leading quadrant, supported by rising yields. Small-caps equities finally escaped the Lagging quadrant and should deliver positive relative returns over the next few months. Chart 4Relative Rotation Graph: European Investment Styles The Great Rotation The Great Rotation Our Rotation Maps framework suggests that going long volatility stocks relative to momentum ones as well as going long value versus growth are the two trades predicted to deliver the highest returns over the next twelve months. European Sectors The sector shifts in European markets mirror the general confusion in the market: ignore the volatility and keep chasing cyclical stocks or find shelter in defensive stocks (Chart 5)? It looks like they did both. Most defensive sectors have moved into either the Improving or Leading quadrants, except for Consumer Staples. In the meantime, Energy and Financials, two cyclical sectors, have been occupying the Leading quadrant for quite some time. Chart 5Relative Rotation Graph: European Sectors The Great Rotation The Great Rotation Our Rotation Maps framework indicates that the following trades are predicted to deliver the highest returns over the next twelve months: Materials over Energy Energy over Financials Tech over Communication Services Utilities over Tech Health Care over Industrials Industrials over Financials European National Markets As expected, the rotational pattern exhibited by European national bourses continues to reflect their respective sectoral biases (Chart 6). The tech-heavy Dutch market has finally moved into the Lagging quadrant. Until industrials do better, the Swedish market will linger in the Lagging quadrant. Chart 6Relative Rotation Graph: European National Markets The Great Rotation The Great Rotation Germany scarcely moved at all, mostly staying in the Improving quadrant. We take it that the rotation pattern will shift German stocks to the Leading quadrant over the next few months, which support an overweight position in German equities. Similarly, the rotation should shift Spanish equities to the Leading quadrant over the short run, especially if German yields keep rising. Italian equities appear to have already been raised by higher yields into the Leading quadrant. Our Rotation Maps indicates that the following trades are predicted to deliver the highest returns over the next twelve months: Swedish stocks over German ones German stocks over Italian ones German stocks over French ones Dutch stocks over Spanish ones   Jeremie Peloso, Associate Editor JeremieP@bcaresearch.com     Footnotes 1     The “Leading” (“Lagging”) quadrant denotes assets performing better (worse) than their benchmark, with strengthening (weakening) momentum. The “Improving” (“Weakening”) quadrant denotes assets that are performing worse (better) than the benchmark, with strengthening (weakening) momentum. 2     We define excess returns as the total returns of the long/short position based on the rotation in excess of the average returns observed in the past.

Executive Summary The Pandemic-Led Surge In E-Commerce Spending Is Reverting Back To Trend The Pandemic-Led Surge In E-Commerce Spending Is Reverting Back To Trend The Pandemic-Led Surge In E-Commerce Spending Is Reverting Back To Trend Rising interest rates and a cooling in pandemic-related tech spending will cap the upside for technology shares over the remainder of 2022. Looking further out, US big tech companies are likely to suffer from heightened competition in increasingly saturated markets. Concerns about big tech’s excessive market power, cavalier attitudes towards personal data, proclivity for censoring non-establishment opinions, and the deleterious impact of social media on teenage mental health are all fueling a public backlash. Investors should expect increased regulation and antitrust enforcement of big tech companies in the years ahead. Bottom Line: The hegemony of today’s US-based big tech companies is coming to an end. While we do not expect tech stocks to decline in absolute terms in 2022, they will lag the S&P 500. Given tech’s heavy representation in the US, investors should underweight the US in a global equity portfolio. Sinking Ark Tech stocks have had a tough ride since the start of the year. So far in 2022, the NASDAQ Composite has fallen 9.3% compared to 5.5% for the S&P 500. The ARK Innovation ETF, Cathie Wood’s collection of “disruptor” companies, has dropped -22%, and is now down -53% from its peak last year (Chart 1). We expect tech shares to lag the market during the remainder of 2022. The pandemic was a boon for many tech companies. Generous stimulus payments and stay-at-home policies led to a surge in e-commerce spending (Chart 2). As economies continue to reopen, many tech companies could face an air pocket in demand for their goods and services.  Chart 1Tech Stocks: Rough Start to 2022 Tech Stocks: Rough Start to 2022 Tech Stocks: Rough Start to 2022 Chart 2The Pandemic-Led Surge In E-Commerce Spending Is Reverting Back To Trend The Pandemic-Led Surge In E-Commerce Spending Is Reverting Back To Trend The Pandemic-Led Surge In E-Commerce Spending Is Reverting Back To Trend   Despite some softening of late, retail sales remain well above their pre-pandemic trendline (Chart 3). If Amazon’s still-rosy projections are any guide, a further slowdown in goods spending is something that the analyst community is not fully discounting (Chart 4). Chart 3US Retail Spending Is Above Trend US Retail Spending Is Above Trend US Retail Spending Is Above Trend Chart 4Amazon Sales Estimates May Be Too Optimistic Amazon Sales Estimates May Be Too Optimistic Amazon Sales Estimates May Be Too Optimistic Rate Hikes Will Disproportionately Hit Tech Chart 5Long Rates Anticipate The Movements In Short Rates Long Rates Anticipate The Movements In Short Rates Long Rates Anticipate The Movements In Short Rates US rate expectations continued to move up this week, egged on by St. Louis Fed President James Bullard’s statement earlier today declaring that he favors raising interest rates by a full percentage point by the start of July. The market is now pricing in six rate hikes by the end of the year.  Historically, bond yields have increased starting about four months before the first rate hike and over the period in which the Fed is raising rates (Chart 5). While we do not think the Fed will need to deliver more tightening this year than what is already discounted, we do think that investors will eventually be forced to revise up their expectations of the neutral rate to between 3%-and-4%. As Chart 6 shows, the market expects the Fed to stop raising rates when they reach 2%, which we regard as unrealistic. Chart 6The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% The Disruptor Delusion The Disruptor Delusion An increase in the market’s estimate of the neutral rate will push up bond yields. Unlike banks, tech tends to underperform in a rising yield environment (Chart 7). Priced For Perfection? Higher bond yields and a reversion-to-trend in tech spending would be less of a problem for technology shares if valuations were cheap. They are not, however. The Nasdaq Composite still trades at 29-times forward earnings compared to 20-times forward earnings for the broader S&P 500 (Chart 8). Chart 8Tech Shares Are No Bargain Tech Shares Are No Bargain Tech Shares Are No Bargain Chart 7Rising Bond Yields Will Help Bank Stocks But Hurt Tech Shares Rising Bond Yields Will Help Bank Stocks But Hurt Tech Shares Rising Bond Yields Will Help Bank Stocks But Hurt Tech Shares Tech investors would argue that such a hefty valuation premium is warranted given the tech sector’s superior growth prospects. Underlying this argument is the assumption that just because tech spending will grow more quickly than the rest of the economy, this will necessarily translate into above-average earnings growth and outsized returns for publicly-listed tech companies. But is that really the case? Over short horizons of a few years, there is a decent correlation between relative industry growth and relative equity returns (Chart 9). However, that relationship evaporates over very long-term horizons (Chart 10). In fact, since 1970, the best-performing equity sector has been tobacco, hardly a paragon of technological innovation (Chart 11). Chart 9Stocks In Industries That Experience A Burst Of Output Growth Do Tend To Outperform Other Stocks … The Disruptor Delusion The Disruptor Delusion Chart 10… But Over The Long Haul, Companies In Fast- Growing Industries Do Not Outperform Their Peers The Disruptor Delusion The Disruptor Delusion Chart 11Tobacco Industry Returns Have Smoked All Others The Disruptor Delusion The Disruptor Delusion What Goes Around Comes Around Table 1History Shows Leaders Can Become Laggards The Disruptor Delusion The Disruptor Delusion Tech stock enthusiasts tend to forget that the disruptors themselves can be disrupted. History is littered with tech companies that failed to keep up with a changing world: RCA, Kodak, Polaroid, Atari, Commodore, Novell, Digital, Sinclair, Wang, Iomega, Corel, Netscape, AltaVista, AOL, Myspace, Compaq, Sun, Lucent, 3Com, Nokia, Palm, and RIM were all major players in their respective industries, only to fade into oblivion. Table 1 shows that all but one of the ten biggest tech names in the S&P 500 IT index in 2000 underperformed the broader market by a substantial degree over the subsequent ten years. Today, the incentive for startups to emerge has never been stronger. Venture capital funds are flush with cash. Tech profit margins are near record highs, making challenging the incumbents an increasingly enticing goal. About one-third of the outperformance of US tech stocks since 1996 can be explained by rising relative profit margins, with faster sales growth and relative P/E multiple expansion explaining 45% and 23% of the remainder, respectively (Chart 12). Chart 12Decomposing Tech Outperformance The Disruptor Delusion The Disruptor Delusion Meta’s Malaise Chart 13Unlike Economists, Facebook Just Ain't Cool No More The Disruptor Delusion The Disruptor Delusion Which of today’s tech titans could join the “has been club”?  As we flagged in August, Meta is certainly a possibility. In its disastrous quarterly earnings report, the company revealed that globally, the number of Facebook users is shrinking for the first time ever. While this came as a surprise to many investors, the writing has been on the wall for a long time. According to Piper Sandler’s survey of teen preferences conducted late last year, only 27% of teenagers used Facebook, down from 94% in 2012 (Chart 13). Meta has been fortunate in that many Facebook users have migrated to Instagram, a social media platform it acquired in 2012. Unfortunately, the latest data suggests that even Instagram usage is starting to slow as more young people flock to TikTok. Google Also Vulnerable Unlike Meta, Alphabet crushed earnings estimates. However, the similarities between the two companies may be greater than most investors are willing to admit. Like Facebook, Google’s profits almost entirely come from ad spending. According to eMarketer, Google garnered 44% of digital ad spending in 2021 while Facebook took in 23%. Digital advertising accounted for 63% of all ad spending in 2021, up from 58% in 2020 and 51% in 2019. While there may be scope for digital ads to take further market share,  eventually, growth in digital ad spending will converge with overall consumption growth, which in the US is likely to average no more than 2% in real terms over time. Monopoly Power Another important similarity between Meta and Alphabet is that both companies are increasingly coming under scrutiny from politicians and regulators. The antitrust case brought against Alphabet by 14 US states contains a litany of allegations of unfair practices. After an initial failed attempt, the Federal Trade Commission’s antitrust suit against Meta is also moving forward. Privacy Matters In addition, the way big tech companies handle private data is raising some hackles. In its annual report filed earlier this month, Meta warned that it would need to shut down Facebook and Instagram in Europe unless regulators drew up new privacy regulations. This came on top of Meta’s disclosure that it will lose $10 billion this year after Apple introduced pop-ups on the iPhone’s operating system asking users if they wanted to be tracked by apps.  Turn Off That Phone! Another looming worry revolves around the corrosive impact of excessive social media usage on mental health. Academic studies have shown that adolescents who use Facebook and Instagram frequently feel greater anxiety and unease than those who do not. The share of students reporting high levels of loneliness more than doubled in both the US and abroad over the past decade, a trend that predates the pandemic (Chart 14). In 2020, the last year for which comprehensive data is available, one-quarter of US girls between the ages of 12 and 17 reported experiencing a major depressive episode, up from 12% in 2011 (Chart 15). Chart 15The Rise In Depression Rates Coincided With Increased Social Media Usage The Disruptor Delusion The Disruptor Delusion Chart 14Alone In The Crowd The Disruptor Delusion The Disruptor Delusion     Backlash Public contempt for tech companies is fueling a political backlash. According to a Gallup poll conducted last year, only 34% of Americans held a favorable view of tech companies such as Amazon, Facebook, and Google, down from 46% in 2019; 45% had an unfavorable opinion, up from 33% in 2019 (Chart 16). Chart 16Americans Do Not Hold Tech Companies In High Regard The Disruptor Delusion The Disruptor Delusion The shift in public sentiment over the past two years has been entirely driven by Independent and Republican voters, many of whom feel that tech companies are unfairly censoring their opinions (Table 2). The same poll revealed that the majority of Americans – including the majority of Republicans – now favor increased regulation of tech companies.  Table 2American Views On Big Tech The Disruptor Delusion The Disruptor Delusion Investment Conclusions Chart 17Value Stocks Are Cheap Value Stocks Are Cheap Value Stocks Are Cheap Considering that global growth is likely to remain above-trend this year, we do not expect tech stocks to decline in absolute terms. A flattish, though volatile, trajectory is the most plausible outcome. In relative terms, however, tech stocks will underperform. Despite having outperformed tech-heavy growth stocks by 14% since last November, value stocks remain exceptionally cheap by historic standards (Chart 17). Tech stocks are overrepresented in the US. Thus, if tech continues to underperform, it stands to reason that non-US equities will outperform their US peers over the coming years.    Peter Berezin Chief Global Strategist peterb@bcaresearch.com Global Investment Strategy View Matrix The Disruptor Delusion The Disruptor Delusion Special Trade Recommendations Current MacroQuant Model Scores The Disruptor Delusion The Disruptor Delusion

Highlights The selloff in equities since the start of the year marks a long overdue correction rather than the start of a bear market. Stocks often suffer a period of indigestion when bond yields rise suddenly, but usually bounce back as long as yields do not move into economically restrictive territory. BCA’s bond strategists expect the 10-year yield to rise to 2%-to-2.25% by the end of the year, which is well below the level that could trigger a recession. While valuations in the US remain stretched, they are much more favorable abroad. Investors should overweight non-US markets, value stocks, and small caps in 2022. Go long homebuilders versus the S&P 500. US homebuilders are trading at only 6.5-times forward earnings and will benefit from tight housing supply conditions and a moderation in input costs. FAQ On Recent Market Action The selloff in stocks since the start of the year has garnered a lot of attention. In this week’s report, we address some of the key questions clients are asking.   Q: What do you see as the main reasons for the equity selloff? A: At the start of the year, the S&P 500 had gone 61 straight weeks without experiencing a 6% drawdown, the third longest stretch over the past two decades. Stocks were ripe for a pullback. The backup in bond yields provided a catalyst for the sellers to come out. Not surprisingly, growth stocks fell hardest, as they are most vulnerable to changes in the long-term discount rate. At last count, the S&P 500 Growth index was down 13.7% YTD, compared to 4.1% for the Value index. Our research has found that stocks often suffer a period of indigestion when bond yields rise suddenly, but usually bounce back as long as yields do not move into economically restrictive territory (Table 1). BCA’s bond strategists expect the 10-year yield to rise to 2%-to-2.25% by the end of the year, which is well below the level that could trigger a recession. Table 1As Long As Bond Yields Don’t Rise Into Restrictive Territory, Stocks Should Recover A Correction Not A Bear Market A Correction Not A Bear Market Historically, equity bear markets have coincided with recessions (Chart 1). Corrections can occur outside of recessionary periods, but for stocks to go down and stay down, corporate earnings need to fall. That almost never happens unless there is a major economic downturn (Chart 2). In fact, the only time in the last 50 years the US stock market fell by more than 20% outside of a recessionary environment was in October 1987. Chart 1Recessions And Bear Markets Tend To Go Hand In Hand Recessions And Bear Markets Tend To Go Hand In Hand Recessions And Bear Markets Tend To Go Hand In Hand Chart 2Business Cycles Drive Earnings Business Cycles Drive Earnings Business Cycles Drive Earnings Chart 3The Bull-Bear Ratio Is Below Its Pandemic Lows The Bull-Bear Ratio Is Below Its Pandemic Lows The Bull-Bear Ratio Is Below Its Pandemic Lows It is impossible to know when this correction will end. However, considering that the bull-bear spread in this week’s AAII survey fell below the trough reached both in March 2020 and December 2018, our guess is that it will be sooner rather than later (Chart 3). With global growth likely to remain solid, equity prices should rise. Q: What gives you confidence that growth will hold up? A: Households are sitting on a lot of excess savings – $2.3 trillion in the US and a similar amount abroad. That is a lot of dry powder. Banks are also actively looking to expand credit, as the recent easing in lending standards demonstrates (Chart 4). Leading indicators of capital spending are at buoyant levels (Chart 5). Chart 4US Banks Are Easing Lending Standards US Banks Are Easing Lending Standards US Banks Are Easing Lending Standards Chart 5The Outlook For US Capex Is Bright The Outlook For US Capex Is Bright The Outlook For US Capex Is Bright It is striking how well the global economy has handled the Omicron wave. While service PMIs have come down, manufacturing PMIs have remained firm. In fact, the euro area manufacturing PMI reached 59 in January versus expectations of 57.5. It was the strongest manufacturing print for the region since August. The manufacturing PMI also ticked up slightly in Japan. The China Caixin/Markit PMI and the official PMI published by the National Bureau of Statistics also ticked higher. After dipping below zero last August, the Citi global economic surprise index has swung back into positive territory (Chart 6). Chart 6The Omicron Wave Did Not Drag Down The Global Economy The Omicron Wave Did Not Drag Down The Global Economy The Omicron Wave Did Not Drag Down The Global Economy Markets are also not pricing in much of a growth slowdown (Chart 7). Growth-sensitive industrial stocks have outperformed the overall index by 1.1% in the US so far this year. EM equities have outperformed the global benchmark by 5.9%. The Bloomberg Commodity Spot index has risen 7.2%. Credit spreads have barely increased. Chart 7Markets Are Not Discounting Much Of A Growth Slowdown Markets Are Not Discounting Much Of A Growth Slowdown Markets Are Not Discounting Much Of A Growth Slowdown   Q: What is your early read on the earnings season? A: Nothing spectacular, but certainly not bad enough to justify the steep drop in equity prices. According to Refinitiv, of the 145 S&P 500 companies that have reported Q4 earnings, 79% have beat analyst expectations while 19% reported earnings below expectations. Usually, 66% of companies report earnings above analyst estimates, while 20% miss expectations. In aggregate, the reported earnings are coming in 3.2% above estimates, slightly lower than the historic average of 4.1%. Guidance has been lackluster. However, outside of a few tech names like Netflix, earnings disappointments have generally been driven by higher-than-expected expenses, rather than weaker sales. Overall EPS estimates for 2022 have climbed 0.4% in the US and by 1.1% in foreign markets since the start of the year (Chart 8).   Q: To the extent that the Fed is trying to engineer tighter financial conditions, doesn’t this imply that stocks must continue falling? A: That would be true if the Fed really did want to tighten financial conditions, either via lower stock prices, a stronger dollar, higher bond yields, or wider credit spreads. However, we do not think that this is what the Fed wants. Despite all the chatter about inflation, the 5-year/5-year forward TIPS breakeven inflation rate has fallen to 2.05%, which is 25 basis points below the bottom end of the Fed’s comfort zone (Chart 9).1 Chart 8Earnings Expectations Have Not Been Revised Lower Earnings Expectations Have Not Been Revised Lower Earnings Expectations Have Not Been Revised Lower Chart 9Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Chart 10The Terminal Fed Funds Rate Seen At 2%-2.5% The Terminal Fed Funds Rate Seen At 2%-2.5% The Terminal Fed Funds Rate Seen At 2%-2.5% Chart 11The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% Remember that the Fed’s estimate of the neutral rate, R*, is very low. The Fed thinks it will only be able to raise rates to 2.5% during this tightening cycle, which would barely bring real rates into positive territory (Chart 10). The market does not think the Fed will be able to raise rates to even 2% (Chart 11). The last thing the Fed wants to do is inadvertently invert the yield curve. In the past, an inverted yield curve has reliably predicted a recession (Chart 12). Chart 12A Yield Curve Inversion Usually Signals The End Of A Business Cycle (And Can Even Predict A Pandemic) A Yield Curve Inversion Usually Signals The End Of A Business Cycle (And Can Even Predict A Pandemic) A Yield Curve Inversion Usually Signals The End Of A Business Cycle (And Can Even Predict A Pandemic) The Fed is about to start raising rates and shrinking its balance sheet not because it wants to slow growth, but because it wants to maintain its credibility. While the Fed will never admit it, it is very much attuned to the direction in which the political winds are blowing. The rise in inflation, and the Fed’s failure to predict it, has been embarrassing for the FOMC. Doing nothing is no longer an option. However, doing “something” does not necessarily imply having to raise rates more than the market is already discounting. Contrary to the consensus view that the Fed has turned hawkish, we think that the main takeaway from this week’s FOMC meeting is that Jay Powell, aka Nimble Jay, wants more flexibility in how the Fed conducts monetary policy. This makes perfect sense, as layer upon layer of forward guidance merely served to confuse market participants while unnecessarily tying the Fed’s hands.   Q: How confident are you that inflation will fall without a meaningful tightening in financial conditions? A: If we are talking about a horizon of 2-to-3 years, not very confident. As we discussed two weeks ago in a report entitled The New Neutral, the interest rate consistent with stable inflation and full employment is substantially higher than either the Fed believes or the market is pricing in. This means that the Fed is likely to keep rates too low for too long. However, if we are talking about a 12-month horizon, there is a high probability that inflation will fall dramatically, even if monetary policy stays very accommodative. Today’s inflation is largely driven by rising durable goods prices. Durables are the one category of the CPI basket where prices usually fall over time, so this is not a sustainable source of inflation (Chart 13). As demand shifts back from goods to services and supply bottlenecks abate, durable goods inflation will wane. Chart 14 shows that the price indices for a number of prominent categories of goods – including new and used vehicles, furniture and furnishings, building supplies, and IT equipment – are well above their trendlines. Not only is inflation in these categories likely to fall, but it is apt to turn negative, as the absolute level of prices reverts back to trend. This will put significant downward pressure on inflation. Chart 13Durable Goods Prices Are The Main Driver Of Inflation Durable Goods Prices Are The Main Driver Of Inflation Durable Goods Prices Are The Main Driver Of Inflation Chart 14Some Of These Prices Will Fall Outright Some Of These Prices Will Fall Outright Some Of These Prices Will Fall Outright Chart 15Wage Growth Has Picked Up, Especially At The Bottom Of The Income Distribution Wage Growth Has Picked Up, Especially At The Bottom Of The Income Distribution Wage Growth Has Picked Up, Especially At The Bottom Of The Income Distribution Granted, service inflation will accelerate this year as the labor market continues to tighten. However, rising service inflation is unlikely to offset falling goods inflation. While wage growth has accelerated, wage pressures have been concentrated at the bottom end of the wage distribution (Chart 15). According to the Census Household Pulse Survey, a record 8.75 million workers – many of them in relatively low-paid service jobs – were not working in the second week of January due to pandemic-related reasons (Chart 16). As the Omicron wave fades, most of these workers will re-enter the labor force. This should help boost labor participation among low-wage workers, which has recovered much less than for higher paid workers (Chart 17).   Chart 16The Pandemic Is Still Affecting Labor Supply The Pandemic Is Still Affecting Labor Supply The Pandemic Is Still Affecting Labor Supply Chart 17Employment In Low-Wage Industries Has Not Fully Recovered Employment In Low-Wage Industries Has Not Fully Recovered Employment In Low-Wage Industries Has Not Fully Recovered Q: Tensions between Ukraine and Russia have risen to a fever pitch. Could this destabilize global markets? Chart 18Valuations Matter For Long-Term Returns Valuations Matter For Long-Term Returns Valuations Matter For Long-Term Returns A: In a note published earlier today, Matt Gertken, BCA’s Chief Geopolitical Strategist, increased his odds that Russia will invade Ukraine from 50% to 75%. However, of that 75% war risk, he gives only 10% odds to Russia invading and conquering all of Ukraine. A much more likely scenario is one where Russia invades Donbas and perhaps a few other regions in Eastern or Southern Ukraine where there are large Russian-speaking populations and/or valuable coastal territory. While such a limited incursion would still invite sanctions from the West, Matt does not think that Russia will retaliate by cutting off oil and natural gas exports to Europe. Not only would such a retaliation deprive Russia of its main source of export earnings, but it could lead to a hostile response from countries such as Germany which so far have pushed for a more measured approach than the US has championed.   Q: Valuations are still very stretched. Even if the conflict in Ukraine does not spiral out of control and the goldilocks macroeconomic scenario of above-trend global growth and falling inflation comes to pass, hasn’t much of the good news already been discounted? A: US stocks are quite pricey. Both the Shiller PE ratio and households’ allocations to equities point to near-zero total returns for stocks over a 10-year horizon (Chart 18). That said, valuations are not a useful timing tool. The business cycle, rather than valuations, tends to dictate the path of stocks over medium-term horizons of 6-to-12 months (Chart 19). Chart 19AThe Business Cycle Drives The Stock Market Over Medium-Term Horizons (I) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (I) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (I) Chart 19BThe Business Cycle Drives The Stock Market Over Medium-Term Horizons (II) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (II) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (II) Moreover, stocks are not expensive everywhere. While US equities trade at 20.8-times forward earnings, non-US stocks trade at a more respectable 14.1-times. The valuation gap is even more extreme based on other measures such as normalized earnings, price-to-book, and price-to-sales (Chart 20). Chart 20AUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) Chart 20BUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) In terms of equity styles, both small caps and value stocks trade at a substantial discount to large caps and growth stocks (Chart 21). We recommend that investors overweight these cheaper areas of the market in 2022. Trade Recommendation: Go Long US Homebuilders Versus The S&P 500 US homebuilder stocks have fallen by 19.4% since December 10th. Beyond the general market malaise, worries about rising mortgage rates and soaring input costs have weighed on the sector. Yet, current valuations more than adequately discount these risks. The sector trades at 6.5-times forward earnings, a steep discount to the S&P 500. Whereas demand for new homes is near record high levels according to the National Association of Home Builders (NAHB) survey, the homeowner vacancy rate is at a multi-decade low. The supply of recently completed new homes is half of what it was on the eve of the pandemic (Chart 22). With demand continuing to outstrip supply, home prices will maintain their upward trend. As building material prices stabilize and worries about an overly aggressive Fed recede, homebuilder stocks will rally. Chart 21Value Stocks And Small Caps Are Cheap Value Stocks And Small Caps Are Cheap Value Stocks And Small Caps Are Cheap Chart 22US Homebuilders Looking Attractive US Homebuilders Looking Attractive US Homebuilders Looking Attractive Peter Berezin Chief Global Strategist peterb@bcaresearch.com Footnotes 1  The Federal Reserve targets an average inflation rate of 2% for the personal consumption expenditures (PCE) index. The TIPS breakeven is based on the CPI index. Due to compositional differences between the two indices, CPI inflation has historically averaged 30-to-50 basis points higher than PCE inflation. This is why the Fed effectively targets a CPI inflation rate of about 2.3%-to-2.5%. Global Investment Strategy View Matrix A Correction Not A Bear Market A Correction Not A Bear Market Special Trade Recommendations Current MacroQuant Model Scores A Correction Not A Bear Market A Correction Not A Bear Market

Highlights The markets are already looking past Omicron. Now they have new worries – the Fed battling inflation. In the past, the Fed moved because of confidence that strong economic growth can withstand rates normalization. This time around, the Fed’s hand is forced by inflation, which is no longer deemed “transitory”.  So far, fear of an inflation-induced tightening cycle manifests in expectations of a steeper trajectory for rates, and violent and indiscriminate rotation out of the tech names. Companies have set aside record amounts of cash for wage increases. This is sure to cut into corporate profitability and validates our thesis that peak margins are in the rear-view window. Supply bottlenecks are easing, so is the ISM activity index, which we interpret as a normalization. When it comes to our style recommendations, we continue preferring small caps over large caps on the back of attractive valuations and favorable economic backdrop. Today, we also upgrade Value / Growth from neutral to OW - rising rates are a tailwind for Value. Recommended Allocation US Equity Chart Pack US Equity Chart Pack Feature December was a good month for equities (Chart 1). While the beginning of the month was marred by turbulence, induced by the arrival of Omicron, and the Fed shifting to a more hawkish stance, Santa Claus did deliver a rally to close the month, with the S&P 500 rising by 6% and lifting its 2021 gains to an impressive 27%. But 2021 was a wild year for active investors, as only 15% of funds and strategies outperformed the S&P 500. Hence, many investors had to watch the S&P 500 gains from the sidelines: The year was characterized by rotation across sectors and styles. December brought about a sell-off in the most speculative names in the equity market (EEM, IWM, ARKK, BTC, IPO), which has continued unabated into January: The Fed’s imminent monetary tightening is a culprit. Capital has also rotated away from Cyclicals and towards Defensives (the MSCI Cyclicals / Defensive ratio was down 7% in December). However, Cyclicals are starting to rebound from the Omicron slump. Chart 1 Overarching Macroeconomic Themes Omicron or “Omicold”? Either Way, The US Market Is Looking Past It… Little was known about the Omicron variant when it took us all by surprise at the end of November. Fortunately, an expectation that this variant is more contagious but less virulent has come to pass: While the number of cases has surged (nearly, every family I know in the tri-state area has had it by now), the number of hospitalizations has remained contained (Chart 2). The economic damage, at least in the US, has been minor, and mostly due to people being away from work sick or quarantined. It also appears that this COVID wave is close to a peak, which explains the recent outperformance of Cyclicals (Chart 3): The markets are already looking past Omicron. Now they have new worries – the Fed battling inflation. Chart 2Omicron Wave Is Close To A Peak... Omicron Wave Is Close To A Peak... Omicron Wave Is Close To A Peak... Chart 3...And Cyclicals Are Rebounding ...And Cyclicals Are Rebounding ...And Cyclicals Are Rebounding Inflation Is Forcing The Fed’s Hand Into An Aggressive Tightening Cycle Fed rate hikes are now all but certain: The market is pricing in four rate hikes in 2022 with a probability of nearly 90% (Chart 4), a noticeable increase from the three rate hikes expected in December 2021. The Fed’s December meeting minutes indicate that the first rate hike may come as soon as March. What is different this time is the inflation backdrop: In the past, the Fed moved because of confidence that strong economic growth can withstand rates normalization. This time around, the Fed’s hand is forced by inflation, which is no longer deemed “transitory”. The Fed is raising rates to squish growth to tame inflation, giving rate rises a different context: The Fed is behind the curve, and while in the past the stock market took rate hikes in its stride (after a short-lived slump in performance), now market reaction may be much more negative. So far, fear of an inflation-induced tightening cycle manifests in expectations of a steeper trajectory for rates (Chart 5), and violent and indiscriminate rotation out of the tech names. Chart 4Market Is Expecting Four Hikes In 2022 Market Is Expecting Four Hikes In 2022 Market Is Expecting Four Hikes In 2022 Chart 5Rates Made A Vertical Move Rates Made A Vertical Move Rates Made A Vertical Move More Wage Raises Are On The Way – A Headwind To Corporate Profitability According to the NIPA, wages constitute about 50% of sales of US companies. Over the past year, nominal wages increased by 5.8% but still could not keep up with rising prices – real wage growth is running at -2.3% (Chart 6). Considering that in 2021 only a minor share of workers got raises – those rejoining the workforce, starting a new job, or members of a few labor unions, the majority of Americans have had no change in income and have been bewildered by prices in the supermarkets. As the new calendar year rolls on, many of these workers will negotiate their salaries to get inflation adjustments (Chart 7). In fact, according to the WSJ, companies have set aside record amounts of cash for wage increases. This is sure to cut into corporate profitability and validates our thesis that peak margins are in the rearview window. Chart 6Wages Are Not Keeping Up With Inflation Wages Are Not Keeping Up With Inflation Wages Are Not Keeping Up With Inflation Chart 7Wage-Price Spiral? Wage-Price Spiral? Wage-Price Spiral? Another concern is a wage-price spiral, leading to rampant inflation, making the Fed’s job harder, and calling for more aggressive monetary tightening, striking a blow to the stock market. Supply Bottlenecks Are Easing, So Is The ISM Activity Index The ISM Manufacturing index has turned from 64.7 to 58.7 (Chart 8A). Part of the decline in the top-line numbers is due to the resolution of supply-chain bottlenecks: The ISM Supplier Index has fallen from 78.6 to 64.9 (Chart 8B), indicating a reduction in delivery times. On the other hand, the New Orders index has also declined from 68 to 60.4, suggesting that bottlenecks are clearing thanks to the reduction in business activity, which we interpret as a normalization. Of course, zero-tolerance to COVID policy in China and other countries may lead to new production and shipping delays, and another leg up for the inflation readings. Chart 8AISM PMI Has Turned... ISM PMI Has Turned... ISM PMI Has Turned... Chart 8BAnd Not Only Because Of Shorter Delivery Times And Not Only Because Of Shorter Delivery Times And Not Only Because Of Shorter Delivery Times Styles Comments Small Vs. Large Cap: Sticking To Our Overweight In Small Valuations: Small caps are cheap and unloved, trading at 16x forward earnings with a 25% discount to Large. The BCA Valuation Indicator for Small vs. Large is standing more than two standard deviations below its long-term average. Profitability: Since 2019, Small has delivered 47% annualized profit growth compared to 14% from Large. The small companies have demonstrated resilience and successfully navigated the economic landscape, plagued with supply bottlenecks, labor shortages, and surging prices (Chart 9A). Small-cap margins have exceeded the historical average and have likely peaked, just like the margins of their larger brethren. According to the NFIB Small Business Survey, a core concern is inflation, but 54% of small companies intend to raise prices, passing on costs to customers. Like all other American companies, they experience labor shortages and are planning to raise wages too. On balance, we believe that small caps will remain profitable and their earnings will continue to grow, albeit at a slower pace, i.e., at 15% (Chart 9B), which is significantly less than 88% in 2021, but more than the 10% growth expected of larger companies. Chart 9ASmall Businesses Are Worried About Inflation And Are Raising Prices Small Businesses Are Worried About Inflation And Are Raising Prices Small Businesses Are Worried About Inflation And Are Raising Prices Chart 9BEarnings Growth Expectations Have Normalized Earnings Growth Expectations Have Normalized Earnings Growth Expectations Have Normalized Macroeconomic Backdrop: Historically, small caps have outperformed large caps in the environment of rising rates (Chart 10), because of higher allocations to Cyclicals, such as Financials and Industrials. Also, while rising rates take the froth off the high-flying growth stocks, smaller companies are cheap and have moderate growth expectations. Overweight Small vs. Large: Attractive valuations and fundamentals, and a high likelihood to perform well when rates are rising, make overweighting Small vs Large an attractive proposition. Chart 10 Risks: While we stay with the call, there are a few caveats: Small caps’ margins are narrow, and continued cost pressures, especially surging labor costs, have the potential to dent their profitability. Further, while empirical analysis indicates that Small outperforms during the rate-hiking cycle, we are concerned that surging inflation may render this analysis less useful – can this time really be different? Growth Vs. Value: Shifting Towards Value Valuations: Over the course of 2021, Growth outperformed Value by 23% (trough to peak), and by 5% over just the last 26 weeks. As a result of such a strong run, Growth has become very expensive, trading at 29x forward multiples, which is which is a 70% premium to Value (which is trading at 17x). The Growth/Value BCA Valuation Indicator corrected below the 2 standard deviation mark and is mean reverting. Profitability: Despite significant valuation discrepancy between Growth and Value, both asset classes are set to deliver roughly the same earnings growth over the next year, suggesting that the premium for Quality and Growth may be excessive (Chart 11A). Macroeconomic Backdrop: Since the beginning of the pandemic, performance of Value vs. Growth has been strongly linked to the direction of change in yields (Chart 11B). Growth is overweight long-duration Technology stocks, while Value is highly exposed to Financials, which appear to thrive in the environment of rising rates. Chart 11AGrowth Expectation Are Similar, But Value Is Cheaper Growth Expectation Are Similar, But Value Is Cheaper Growth Expectation Are Similar, But Value Is Cheaper Chart 11BRising Rates Are A Tailwind For Value Rising Rates Are A Tailwind For Value Rising Rates Are A Tailwind For Value Overweight Value: As we stated in our 2022 Outlook, “Our neutral position [in Growth vs. Value] will be a great launching pad towards overweighting value stocks at the first whiff of rising long rates.” Now, with rate hikes drawing nearer and Omicron peaking, we are changing our neutral allocation to a cyclical overweight in Value, and underweight in Growth. Valuations and the macroeconomic backdrop are at the core of the call. Risks: We may be early with our presumption that Omicron is just an uber-contagious “Omicold” – hospitalizations may still surge, while global lockdowns may cause much economic damage. In that case, rates may remain range-bound, while the Fed may delay rate hikes. Then Growth would be bound to outperform Value.   Irene Tunkel Chief Strategist, US Equity Strategy irene.tunkel@bcaresearch.com   S&P 500 Chart 12Macroeconomic Backdrop Macroeconomic Backdrop Macroeconomic Backdrop Chart 13Profitability Profitability Profitability Chart 14Valuations And Technicals Valuations And Technicals Valuations And Technicals Chart 15Uses Of Cash Uses Of Cash Uses Of Cash Cyclicals Vs Defensives Chart 16Macroeconomic Backdrop Macroeconomic Backdrop Macroeconomic Backdrop Chart 17Profitability Profitability Profitability Chart 18Valuation And Technicals Valuation And Technicals Valuation And Technicals Chart 19Uses Of Cash Uses Of Cash Uses Of Cash Growth Vs Value Chart 20Macroeconomic Backdrop Macroeconomic Backdrop Macroeconomic Backdrop Chart 21Profitability Profitability Profitability Chart 22Valuations And Technicals Valuations And Technicals Valuations And Technicals Chart 23Uses Of Cash Uses Of Cash Uses Of Cash Small Vs Large Chart 24Macroeconomic Backdrop Macroeconomic Backdrop Macroeconomic Backdrop Chart 25Profitability Profitability Profitability Chart 26Valuations and Technicals Valuations and Technicals Valuations and Technicals Chart 27Uses Of Cash Uses Of Cash Uses Of Cash Image Image Recommended Allocation Footnotes  .