Bear/Bull Market

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 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 Chart 2Business Cycles Drive Earnings Chart 3The 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 Chart 5The 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 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   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 Chart 9Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Chart 10The Terminal Fed Funds Rate Seen At 2%-2.5% Chart 11The 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) 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 Chart 14Some Of These Prices Will Fall Outright Chart 15Wage 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 Chart 17Employment 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 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) Chart 19BThe 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) Chart 20BUS 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 Chart 22US 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 Special Trade Recommendations Current MacroQuant Model Scores

Highlights Global equities are poised to deliver mid-to-high single-digit returns this year, with the outlook turning bleaker in 2023 and beyond. Non-US markets are likely to outperform. We examine the four pillars that have historically underpinned stock market performance. Pillar 1: Technically, the outlook for equities is modestly bullish, as investor sentiment is nowhere near as optimistic as it usually gets near market tops. Pillar 2: The outlook for economic growth and corporate earnings is modestly bullish as well. While global growth is slowing, it will remain solidly above trend in 2022. Pillar 3: Monetary and financial conditions are neutral. The Fed and a number of other central banks are set to raise rates and begin unwinding asset purchases this year. However, monetary policy will remain highly accommodative well into 2023. Pillar 4: Valuations are bearish in the US and neutral elsewhere. Investors should avoid tech stocks in 2022, focusing instead on banks and deep cyclicals, which are more attractively priced. The Bedrock For Equities In assessing the outlook for the stock market, our research has focused on four pillars: 1) Sentiment and other technical factors, which are most pertinent for stocks over short-term horizons of about three months; 2) cyclical fluctuations in economic growth and corporate earnings, which tend to dictate the path for stocks over medium-term horizons of about 12 months; 3) monetary and financial conditions, which are also most relevant over medium-term horizons; and finally 4) valuations, which tend to drive stocks over the long run. In this report, we examine all four pillars, concluding that global equities are likely to deliver mid-to-high single-digit returns this year, with the outlook turning bleaker in 2023 and beyond. Pillar 1: Sentiment And Other Technical Factors (Modestly Bullish)   Chart 1US Equities: Breadth Is A Concern Scaling The Wall Of Worry Stocks started the year on a high note, before tumbling on Wednesday following the release of the Fed minutes. Market breadth going into the year was quite poor. Even as the S&P 500 hit a record high on Tuesday, only 57% of NYSE stocks and 38% of NASDAQ stocks were trading above their 200-day moving averages compared to over 90% at the start of 2021 (Chart 1). The US stock market had become increasingly supported by a handful of mega-cap tech stocks, a potentially dangerous situation in an environment where bond yields are rising and stay-at-home restrictions are apt to ease (more on this later). That said, market tops often occur when sentiment reaches euphoric levels. That was not the case going into 2022 and it is certainly not the case after this week's sell-off. The number of bears exceeded the number of bulls in the AAII survey this week and in six of the past seven weeks (Chart 2). The share of financial advisors registering a bullish bias declined by 25 percentage points over the course of 2021 in the Investors Intelligence poll. Option pricing is far from complacent. The VIX stands at 19.6, above its post-GFC median of 16.7.  According to the Minneapolis Fed’s market-based probabilities model, the market was discounting a slightly negative 12-month return for the S&P 500 as of end-2021, with a 3.6 percentage-point larger chance of a 20% decline in the index than a 20% increase (Chart 3). Chart 3Option Pricing Is Not Pointing To Elevated Complacency Chart 2Sentiment Is Not Exceptionally Bullish, Despite The S&P 500 Trading Close To All-Time Highs Equities do best when sentiment is bearish but improving (Chart 4). With bulls in short supply, stocks can continue to climb the proverbial wall of worry.   Whither The January Effect? Historically, stocks have fared better between October and April than between May and September (Chart 5). One caveat is that the January effect, which often saw stocks rally at the start of the year, has disappeared. In fact, the S&P 500 has fallen in January by an average annualized rate of 5.2% since 2000 (Table 1). Other less well-known calendar effects – such as the tendency for stocks to underperform on Mondays but outperform on the first trading day of each month – have persisted, however. Table 1Calendar Effects Bottom Line: January trading may be choppy, but stocks should rise over the next few months as more bears join the bullish camp. Last year’s losers are likely to outperform last year’s winners. Pillar 2: Economic Growth And Corporate Earnings (Modestly Bullish)   Economic Growth And Earnings: Joined At The Hip The business cycle is the most important driver of stocks over medium-term horizons of about 12 months. The reason is evident in Chart 6: Corporate earnings tend to track key business cycle indicators such as the ISM manufacturing index, industrial production, business sales, and global trade. Chart 6The Business Cycle Is The Most Important Driver Of Stocks Over Medium-Term Horizons Chart 7PMIs Signaling Above-Trend Growth Global growth peaked in 2021 but should stay solidly above trend in 2022. Both the service and manufacturing PMIs remain in expansionary territory (Chart 7). The forward-looking new orders component of the ISM exceeded 60 for the second straight month in December. The Bloomberg consensus is for real GDP to rise by 3.9% in the G7 in 2022, well above the OECD’s estimate of trend G7 growth of 1.4% (Chart 8). Global earnings are expected to increase by 7.1%, rising 7.5% in the US and 6.7% abroad (Chart 9). Our sense is that both economic growth and earnings will surprise to the upside in 2022. Chart 9Analysts Expect Single-Digit Earnings Growth Plenty Of Pent-Up Demand For Both Consumer And Capital Goods US households are sitting on $2.3 trillion in excess savings (Chart 10). Around half of these savings will be spent over the next few years, helping to drive demand. Households in the other major advanced economies have also buttressed their balance sheets. Chart 10Plenty Of Pent-Up Demand After two decades of subdued corporate investment, capital goods orders have soared. This bodes well for capex in 2022. Inventories remain at rock-bottom levels, which implies that output will need to exceed spending for the foreseeable future (Chart 11). On the residential housing side, both the US homeowner vacancy rate and the inventory of homes for sale are near multi-decade lows. Building permits are 11% above pre-pandemic levels (Chart 12). Chart 11Business Investment Should Be Strong In 2022 Chart 12Residential Construction Will Remain Well Supported Chart 13China's Credit Impulse Has Bottomed Chinese Growth To Rebound, Europe To Benefit From Lower Natural Gas Prices Chinese credit growth decelerated last year. However, the 6-month credit impulse has bottomed, and the 12-month impulse is sure to follow (Chart 13). Chinese coal prices have collapsed following the government’s decision to instruct 170 mines to expand capacity (Chart 14). China generates 63% of its electricity from coal. Lower energy prices and increased stimulus should support Chinese industrial activity in 2022. Like China, Europe will benefit from lower energy costs. Natural gas prices have fallen by nearly 50% from their peak on December 21st. A shrinking energy bill will support the euro (Chart 15). Chart 14Coal Prices Are Renormalizing In China Chart 15A Shrinking Energy Bill Will Support The Euro Omicron Or Omicold? While the Omicron wave has led to an unprecedented spike in new cases across many countries, the economic fallout will be limited. The new variant is more contagious but significantly less lethal than previous ones. In South Africa, it blew through the population without triggering a major increase in mortality (Chart 16). Preliminary data suggest that exposure to Omicron confers at least partial immunity against Delta. The general tendency is for viral strains to become less lethal over time. After all, a virus that kills its host also kills itself. Given that Omicron is crowding out more dangerous strains such as Delta, any future variant is likely to emanate from Omicron; and odds are this new variant will be even milder than Omicron. Meanwhile, new antiviral drugs are starting to hit the market. Pfizer claims that its new drug, Paxlovid, cuts the risk of hospitalization by almost 90% if taken within five days from the onset of symptoms. Bottom Line: While global growth has peaked and the pandemic remains a risk, growth should stay well above trend in the major economies in 2022, fueling further gains in corporate earnings and equity prices.   Pillar 3: Monetary And Financial Factors (Neutral)   Chart 17The Overall Stance Of Monetary Policy Will Not Return To Pre-Pandemic Levels For At Least Another 12 Months Tighter But Not Tight Monetary and financial factors help govern the direction of equity prices both because they influence economic growth and also because they affect the earnings multiple at which stocks trade. There is little doubt that a number of central banks, including the Federal Reserve, are looking to dial back monetary stimulus. However, there is a big difference between tighter monetary policy and tight policy. Even if the FOMC were to raise rates three times in 2022, as the market is currently discounting, the fed funds rate would still be half of what it was on the eve of the pandemic (Chart 17). Likewise, even if the Fed were to allow maturing assets to run off in the middle of this year, as the minutes of the December FOMC meeting suggest is likely, the size of the Fed’s balance sheet will probably not return to pre-pandemic levels until the second half of this decade.   A Higher Neutral Rate We have argued in the past that the neutral rate of interest in the US is higher than widely believed. This implies that the overall stance of monetary policy remains exceptionally stimulative. Historically, stocks have shrugged off rising bond yields, as long as yields did not increase to prohibitively high levels (Table 2). Table 2As Long As Bond Yields Don’t Rise Into Restrictive Territory, Stocks Will Recover If the neutral rate ends up being higher than the Fed supposes, the danger is that monetary policy will stay too loose for too long. The question is one of timing. The good news is that inflation should recede in the US in 2022, as supply-chain bottlenecks ease and spending shifts back from goods to services. The bad news is that the respite from inflation will not last. As discussed in Section II of our recently-published 2022 Strategy Outlook, inflation will resume its upward trajectory in mid-2023 on the back of a tightening labor market and a budding price-wage spiral. This second inflationary wave could force the Fed to turn much more aggressive, spelling the end of the equity bull market. Bottom Line: While the Fed is gearing up to raise rates and trim the size of its balance sheet, monetary policy in the US and in other major economies will remain highly accommodative in 2022. US policy could turn more restrictive in 2023 as a second wave of inflation forces a more aggressive response from the Fed.   Pillar 4: Valuations (Bearish In The US; Neutral Elsewhere)   US Stocks Are Looking Pricey… While valuations are a poor timing tool in the short run, they are an excellent forecaster of stock prices in the long run. Chart 18 shows that the Shiller PE ratio has reliably predicted the 10-year return on equities. Today, the Shiller PE is consistent with total real returns of close to zero over the next decade. Investors’ allocation to stocks has also predicted the direction of equity prices (Chart 19). According to the Federal Reserve, US households held a record high 41% of their financial assets in equities as of the third quarter of 2021. If history is any guide, this would also correspond to near-zero long-term returns on stocks. Chart 19Valuations Matter For Long-Term Returns (II)   … But There Is More Value Abroad Valuations outside the US are more reasonable. Whereas US stocks trade at a Shiller PE ratio of 37, non-US stocks trade at 20-times their 10-year average earnings. Other valuation measures such as price-to-book, price-to-sales, and dividend yield tell a similar story (Chart 20). Chart 20AUS 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) Cyclicals And Banks Overrepresented Abroad Our preferred sector skew for 2022 favors non-US equities. Increased capital spending in developed economies and incremental Chinese stimulus should boost industrial stocks and other deep cyclicals, which are overrepresented outside the US (Table 3). Banks are also heavily weighted in overseas markets; they should also do well in response to faster-than-expected growth and rising bond yields (Chart 21). Table 3Deep Cyclicals And Financials Are Overrepresented Outside The US Chart 21Rising Bond Yields Will Help Bank Shares Bottom Line: Valuations are more appealing outside the US, and with deep cyclicals and banks set to outperform tech over the coming months, overseas markets are the place to be in 2022. Peter Berezin Chief Global Strategist peterb@bcaresearch.com Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Special Report

Having worked as an economist for close to 50 years, the current strange and uncertain environment seems a good time to look back and consider some of the lessons I have learned. An additional reason for writing this rather personal report is that, after 34 exciting and interesting years, I will retire from BCA at the end of this month. Over the ages, there has been an insatiable demand for predictions – seeking those who are believed to have a window into the future, whether it be the Oracle of Delphi or the proverbial guru on the mountaintop. Surely, someone somewhere must know what is going to happen? Unfortunately, my almost half century in the forecasting business has highlighted that the future is essentially unknowable, and I have not come across anyone with a consistently good track record. Fortunately, all is not lost because forecasting errors can be minimized by following some basic rules and practices. Dealing With Shocks Chart 1My First Forecasting Shock My career as an economist began in January 1973 when I joined the Forecasting Division within the Corporate Planning Department of British Petroleum in London. At the time, this seemed a strange move to friends who had entered the booming financial sector. The oil industry was regarded as incredibly dull with the crude price averaging $2.50 a barrel during the previous five years and no expectations of a major change in the foreseeable future (Chart 1). Of course, industry experts did not foresee the October 1973 war in the Middle East and OPEC’s resulting embargo of oil deliveries to the US. The crude price spiked above $15 a barrel in early 1974 and remained in double digits even after the embargo ended. This was my first lesson in the power of unforeseen shocks to destroy the basis of current forecasts and force a complete rethink of the outlook. A problem in dealing with major shocks is that some are transitory (e.g. natural disasters such as Japan’s devastating Fukushima earthquake) and some reflect a structural shift in the outlook. The oil shock was clearly in the latter category. OPEC suddenly became aware of its power to influence the market and from that time on, it took a more aggressive role in setting prices. At BP, long-run planning could not assume a return to pre-1974 prices and that was a game changer. In practice, most shocks are transitory, even if it is not evident at the time. And I believe that is true of the Covid-19 pandemic. Even if the virus cannot be eradicated, treatments will improve and we will learn to live with it, just as we live with the common cold and seasonal flu. There may be a lasting impact on some areas such as increased working from home, but I am skeptical that there will be any major change to the underlying drivers of economic growth. At most, it may encourage some trends that are already underway. However, the extreme policy response to the crisis will have some important effects and I will return to that later. Catching Structural Shifts Many economists spend much of their time making detailed economic forecasts for the coming one and two years. That may have great value in helping firms plan production schedules but is of limited value in helping investors time the market. As I have noted in previous reports, economists have done a poor job of forecasting recessions, which is the most important thing to get right from a planning point of view. Table 1 shows the recession forecasting record of the Federal Reserve, an institution that has tremendous economic brainpower and resources at its disposal. The Fed staff failed to predict any of the recessions in the past 50 years and other official and private sector forecasters were no better. Table 1Fed Economic Forecasts vs. Outcomes BCA has wisely eschewed short-term economic forecasts. You would never read in a BCA publication a statement such as “we have revised next year’s GDP growth from 3.2% to 2.7%”. That does not mean we don’t care about the short-run economic outlook: we believe it is necessary to have a view about whether the consensus on economic trends is likely to be disappointed - either on the upside or downside. However, it is more important to focus on catching the long-term structural shifts in economic trends. Looking back over the past 50 years, the most important economic development for investors to get right was the rising inflation of the 1970s and its subsequent multi-decade decline. Any investors smart enough to be on the right side of the long-run inflation cycle would have avoided stocks and bonds and embraced commodities in the 1970s and done the reverse thereafter. While BCA’s track record was not perfect, it generally was on the right side of these trends. Another long-run trend that investors needed to identify was the surge in global trade and interdependence, beginning in the 1990s as former-communist countries and China embraced more market-friendly policies. This not only reinforced global disinflation but also shifted economic power from labor to capital, driving profit margins to record levels. Chart 2The Retreat From Globalization Turning to the current environment, another structural shift is underway. Several years ago, we noted that the tide was turning against globalization. This showed up in a decline in cross-border capital flows, political and popular antipathy to large-scale immigration, and a flattening in the ratio of global trade to production (Chart 2). Recent developments have exacerbated these trends. Notably, the Covid-related disruptions to supply chains has forced a rethink about the wisdom of relying so heavily on foreign production facilities. The shift away from globalization is likely to persist for some time. This will support the case for a structural increase in inflation, a development underpinned by other forces. For example, the pendulum is swinging away from capital back to labor, central banks are setting themselves up to stay too easy for too long and crushing public sector debt burdens will make policymakers more willing to tolerate inflation overshoots. A structural increase in inflation (albeit nowhere near 1970’s levels) means that investors should expect a further decline in profit margins, higher interest rates and gains in inflation hedges. This will be a gradual shift with price pressures likely to moderate in the coming year as supply chain disruptions ease. Ignore Monetary Policy At Your Peril The level of interest rates is the single most important driver of asset prices which means that investors must pay close attention to central bank policy. During my career I have had a lot of contact with central bankers, not least because I was fortunate enough to attend the Federal Reserve’s Jackson Hole symposium for 18 years. Central bankers tend to be treated with great professional reverence. Every statement is examined for nuances about their views and there seems to be an implicit assumption that superior access to information and market intelligence gives them an edge when it comes to understanding economic trends and developments. Sadly, this is not the case. My many discussions with senior policymakers have made it abundantly clear that regarding the big questions about the outlook, they are no better placed than the rest of us. For example, like forecasters in general, they are struggling to know whether the recent rise in inflation is temporary, when supply chain disruptions will end and what will happen to resource prices. This is rather disconcerting as it would be desirable if those twiddling the policy dials were more informed than us outside observers. Chart 3Low Rates Underpin the Bull Market Regardless of whether policymakers fully understand the long-run implications of their policies, the actions of central bankers have major market effects. One might reasonably have thought that the adverse economic impact of the pandemic would seriously damage the stock market, but the hit was short-lived with the MSCI All-Country Index currently 27% above its end-2019 level and close to its all-time high. This can be attributed to the fact that short-term interest rates in the major developed economies have been kept close to zero for more than a year (Chart 3). In 1852, the eminent financial journalist Walter Bagehot famously quipped that “John Bull can stand many things, but he can’t stand 2%”. In other words, a world of low interest rates is anathema to investors, forcing them to take greater risks in order to secure higher returns. What was true then remains true today. Low rates have driven investors into stocks as an explicit objective of central bank policy. Chart 4Inflation Undershoots For Two Decades In the 1960s and 1970s, central bankers erred by keeping policy too easy for too long. Their formative years as policymakers were in the earlier decades when deflation was seen as a much bigger threat than inflation. This dulled their perception about the inflation risks of their policies. In contrast, the policymakers in charge during the 1980s to 2000s were fiercely anti-inflationary as they had experienced the inflationary consequences of their predecessors. Now the pendulum has swung back again because inflation has underperformed central bank expectations for the past 20 years, a period that also saw some severe deflationary shocks (Chart 4). In other words, the scene is setting up again for policy errors on the side of too much monetary stimulus and higher inflation. The high inflation of the 1970s was grim for financial assets with both equities and bonds delivering negative real returns. Bond investors underestimated the persistence and level of inflation which means they accepted ex-ante negative real yields. On the equity side, higher inflation did tremendous damage to corporate finances because of rising costs and the failure of companies to set aside enough for depreciation. Inflation accounting did not exist in those days and corporate restructuring had yet to occur. There is now much more awareness of inflation risks and accounting is better. Thus, inflation will be much less damaging to equities than before. However, we have returned to negative bond yields, largely as a result of policy-imposed financial repression rather than investor complacency. In other words, a new inflation cycle likely will be more damaging to bonds than stocks. What About Debt? On joining BCA, I had to learn about “The Debt Supercycle”, a term the company developed in the 1970s to describe the role of policy in feeding a seemingly never-ending cycle of increased leverage, resulting financial vulnerability and ever-desperate measures by policymakers to keep things afloat. This was well highlighted by the Fed’s response to the bursting of the tech bubble in the early 2000s when it kept interest rates at historically low rates even as the economy recovered. This helped create the conditions for the subsequent debt-driven housing bubble which led to an even greater policy response when that blew up in 2007-08. The essential message from BCA’s Debt Supercycle thesis is that investors should never underestimate the lengths to which policymakers will go to keep the economic/financial ship afloat. The Debt Supercycle primarily referred to the trend in private sector indebtedness in the US, although it applied to other countries. For example, in 2012, ECB President Mario Draghi noted that he was prepared “to do whatever it takes to preserve the euro”. Chart 5A Shift in the Debt Supercycle To all intents, the financial crisis of 2007-09 effectively ended the private sector Debt Supercyle in the US. Despite keeping interest rates at extremely low levels, the Fed has been unable to trigger a new upturn to household sector leverage (Chart 5). Corporate debt burdens have risen, but largely for financial engineering purposes (equity buybacks and M&A) rather than capital spending. With the private sector no longer willing or able to go on another debt-fueled spending spree, the public sector has had to take its place. The past decade has witnessed an unprecedented peacetime increase in government deficits and debt. Inevitably, the surge in government debt has fueled bearish predictions of looming financial disaster. However, the same lessons apply regarding private sector excesses: the authorities will go to extreme lengths to prevent financial and economic chaos. The solution to excessive government debt is not to pursue even greater fiscal stimulus. Instead, the solution will be a mix of financial repression, higher inflation and eventually renewed fiscal discipline. That will not rule out periodic crises to force necessary policy actions, but investors should not assume that current high levels of government debt will inevitably lead to financial Armageddon. I apologize if that sounds complacent and I know that our long-standing client Mr. X would take a very different view. Who Is Mr. X? I have been asked countless times over the years whether Mr. X is a real person and, if so, who he is. I have always refused to answer this question, just as Coca Cola Inc. would never reveal the recipe for its drink. After all, it’s interesting to have a little mystery in an otherwise strait-laced business. What I can say is that our end-year conversations with Mr. X have proved invaluable in clarifying our thinking as we prepare our Annual Outlook report. It highlights the need to avoid groupthink and take account of a wide range of views. Mr. X is an interesting character in that he views the world through an Austrian School perspective. This means he favors free market solutions over aggressive policy interventions and has a healthy distrust of both politicians and central bankers. He does not like debt and fears inflation. All this has given him a bearish bias toward risk assets over the past few decades and it has been a perpetual struggle for us to convince him to adopt a more pro-growth investment strategy. That said, he was correctly more bearish than us in late 2007 and while we were not optimistic at that time, we should have paid more attention to his views. We recently held our annual discussion with Mr. X, along with his daughter Ms. X who joined his family office a couple of years ago. She does not share his Austrian School perspective and is much more inclined to take risks, given her hedge fund background. You will discover their latest thinking in our new Outlook report, due to be published next month. Timing The Markets The Bank Credit Analyst began publication in 1949 and it was years ahead of its time in understanding the role of money and credit in driving the economy and asset markets. Its founder, Hamilton Bolton, developed a series of monetary indicators that enabled him to make very prescient market calls and that is what put the company on the map. The focused monetary approach worked very well until the end of the 1970s because banks were the dominant financial intermediary, creating a relatively stable and predictable relationship between trends in money and the financial markets. It all changed with financial deregulation and innovation, beginning in the 1980s. BCA’s monetary indicators no longer worked so well, and we had to adopt a more comprehensive approach. Timing the markets is as much art as science but I would make the following observations: The stance of monetary policy remains the most important factor to consider, despite the less stable relationship between money flows and markets. Current negative real interest rates at a time when the economy is expanding are a powerful incentive to favor risk assets. Valuation is poor indicator of near-run trends. As Keynes famously noted “the stock market can stay irrational longer than you can remain solvent”. I learned that painful lesson in the late 1990s when I advocated caution in the Bank Credit Analyst yet the markets marched ever higher, until they finally broke in early 2000. Not a happy time! Yet, there is a well-established correlation between starting valuations and long-run returns so they cannot be completely ignored (Chart 6). Chart 6Valuation Matters for Long-Run Returns Chart 7Technicals Still Positive For Stocks Technical indicators can provide useful information around major turning points, although they are prone to false signals. Investor sentiment typically is at a bullish extreme at market tops and vice versa at bottoms. Also, I remember reading a large tome that reviewed every technical indicator known to man and it concluded that the most reliable one was the humble moving average crossover. Following a simple rule such as acting when the index crosses its 200-day average will keep you out of the market for the bulk of a bear phase and in for the bulk of a bull run. Of course, by definition, it will be a bit late and there will be many whipsaws. Currently, the stock market is above its rising 200-day average and investor sentiment is far from a bullish extreme (Chart 7). Don’t base your market expectations on consensus forecasts for the economy. The economy is a lagging not leading indicator of the markets. However, if your economic view is very different from the consensus, then that should impact your strategy. The bottom line is that there is no magic solution to consistently successful market timing. This explains why 86% of US active equity managers underperformed the benchmark index over the past 10 years, according to S&P Dow Jones data.1 At BCA, we follow a disciplined comprehensive approach that has served us well over the years, but inevitably we also suffer the occasional wobble. Concluding Thoughts Within BCA I have developed a reputation of being the resident bear and that does not bother me at all. It suits my Scottish temperament (probably weather-related), and anyway, I think it is more fun to be bearish. The language of the dark side is very rich and descriptive and it is not a surprise that bad news sells more newspapers than good news. To be bullish when there always are many problems around just makes one sound complacent and out-of-touch. Of course, it is important to get the markets right and I would never take a bearish view just to be different. In practice, I have generally been positive on risk assets, but that has not stopped me from pointing out the downside risks along the way. Perhaps, I have spent too much time talking to Mr. X! I have had much to be thankful for during my career. It has been a great privilege to interact with so many very smart and interesting people and a constantly changing economic and financial environment has kept me fully engaged. Whenever I was foolish enough to think I had things figured out, events taught me otherwise. I may be leaving BCA but will continue to follow economic and market developments with keen interest.   Martin H. Barnes, Senior Vice President Chief Economist mbarnes@bcaresearch.com mhbarnes15@gmail.com   Footnotes 1Detailed data on the performance of active managers are available at https://www.spglobal.com/spdji/en/research-insights/spiva/

Highlights The surge in energy prices going into the Northern Hemisphere winter – particularly coal and natgas prices in China and Europe – will push inflation and inflation expectations higher into the end of 1Q22 (Chart of the Week).  Over the medium-term, similar excursions into the far-right tails of price distributions will become more frequent if capex in hydrocarbon-based energy sources continues to be discouraged, and scalable back-up sources of energy are not developed for renewables. It is not clear China will continue selectively relaxing price caps for some large electricity buyers, which came close to bankrupting power utilities this year and contributed to power shortages.  The current market set-up favors long commodity index products like the S&P GSCI and the COMT ETF.  We remain long both. Higher energy and metals prices also will work in favor of long-only commodity index exposure over the medium term. Longer-term supply-chain issues will be sorted out. Still, higher costs will be needed to incentivize production of the base metals required to decarbonize electricity production globally, and  to keep sufficient supplies of fossil fuels on hand to back up renewable generation.  This will cause inflation to grind higher over time. Feature Back in February, we were getting increasingly bullish base metals on the back of surging demand from China. Most other analysts were looking for a slowdown.1 The metals rally earlier this year drew attention away from the fact that China had fundamentally altered its energy supply chain, when it unofficially banned imports of Australian thermal coal. It also altered global energy flows and will, over the winter, push inflation higher in the short run. Building new supply chains is difficult under the best of circumstances. But last winter had added dimensions of difficulty: A La Niña drawing arctic weather into the Northern Hemisphere and driving up space-heating demand; flooding in Indonesia, which limited coal shipments to China; and a manufacturing boom that pushed power supplies to the limit. Over the course of this year, Chinese coal inventories fell to rock-bottom levels and set off a scramble for liquified natural gas (LNG) to meet space-heating and manufacturing demand last winter (Chart 2).2 Chart of the WeekEnergy-Price Surge Will Lift Inflation Chart 2Coal Shortage China While this was evolving, the volume of manufactured exports from China was falling (Chart 3), even while the nominal value of these exports was rising in USD terms (Chart 4).  This is a classic inflationary set-up: More money chasing fewer goods.  This is occurring worldwide, as supply-chain bottlenecks, power rationing and shortages, and falling commodity inventories keep supplies of most industrial commodities tight.  China's export volumes peaked in February 2021, and moved lower since then.  This likely persists going forward, given the falloff of orders and orders in hand (Chart 5). Chart 3Volume Of China's Exports Falls … Chart 4… But The Nominal USD Value Rises Chart 5China's Official PMIs, Export And In-Hand Orders Weaken Space-heating and manufacturing in China are both heavily reliant on coal. Space-heating north of the Huai River is provided for free, or is heavily subsidized, from coal-fired boilers that pump heat to households and commercial establishments. This is a practice adopted from the Soviet Union in the 1950s and expanded until the 1980s, according to Fan et al (2020).3 Manufacturing pulls its electricity from a grid that produces 63% of its power from coal. China's coal output had been falling since December 2020, which complicated space heating and electricity markets, where prices were capped until this week. This meant electricity generators could not recover skyrocketing energy costs – coal in particular – and therefore ran the risk of bankruptcy.4 The loosening of price caps is now intended to relieve this pressure. Competition For Fuels Will Continue Europe was also hammered over the past year by a colder-than-normal winter brought on by a La Niña event, which sharply drew natgas inventories. The cold weather lingered into April-May, which slowed efforts to refill storage, and set off a scramble to buy up LNG cargoes (Chart 6). Chart 6The Scramble For Natgas Continues This competition has lifted global LNG prices to record levels, and continues to drive prices higher. Longer-term, the logic of markets – higher prices beget higher supply, and vice versa – virtually assures supply chains will be sorted out. However, the cost of energy generally will have to increase to incentivize production of the base metals needed to pull off the decarbonization of electricity production globally, and to keep sufficient supplies of fossil fuels on hand to back up renewable generation. This will cause inflation to grind higher over time. Decarbonization is a strategic agenda for leading governments, especially China and the European Union. China is fully committed to renewables for fear of pollution causing social unrest at home and import dependency causing national insecurity abroad. In the EU, energy insecurity is also an argument for green policy, which is supported by popular opinion. The US has greater energy security than these two but does not want to be left behind in the renewable technology race – it is increasing government green subsidies. The current set of ruling parties will continue to prioritize decarbonization for the immediate future. Compromises will be necessary on a tactical basis when energy price pressures rise too fast, as with China’s latest measures to restart coal-fired power production. The strategic direction is unlikely to change for some time. Investment Implications Over time, a structural shift in forward price curves for oil, gas and coal – e.g., a parallel shift higher from current levels – will be required to incentivize production increases. This would provide hedging opportunities for the producers of the fuels used to generate electricity, and the metals required to build the infrastructure needed by the low-carbon economies of the future. We continue to expect markets to remain tight on the supply side, which will make backwardation – i.e., prices for prompt-delivery commodities trade higher than those for deferred delivery – a persistent feature of commodities for the foreseeable future.  This is because inventories will remain under pressure, making commodity buyers more willing to pay up for prompt delivery. The current market set-up favors long commodity index products like the S&P GSCI and the COMT ETF. We remain long both, given our expectation. Over the short term, inflation will be pushed higher by the rise in coal and gas prices.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish According to the Energy Information Administration (EIA), industrial consumption of natgas in the US is on track to surpass its five-year average this year. Over the January-July period, US natgas consumption average 22.4 BCF/d, putting it 0.2 BCF/d over its five-year average (2016-2020). US industrial consumption of natgas peaked in 2018-19 at just over 23 BCF/d, according to the EIA (Chart 7). The EIA expects full-year 2021 industrial consumption of natgas to be 23.1 BCF/d, which would tie it with the previous peak levels. Base Metals: Bullish Following a sharp increase in refined copper usage in China last year resulting from a surge in imports, the International Copper Study Group (ICSG) is expecting a 5% decline this year on the back of falling imports. Globally, the ICSG expects refined copper consumption to be unchanged this year, and rise 2.4% in 2022. Refined copper production is expected to be 25.9mm MT next year vs. 24.9mm MT this year. Consumption is forecast to grow to 25.6mm MT next year, up to 700k MT from the 24.96mm MT usage expected this year. Precious Metals: Bullish Lower-than-expected job growth in the US pushed gold prices higher at the end of last week on the back of expectations the Fed will continue to keep policy accessible as employment weakened. All the same, gold prices remain constrained by a well-bid USD, which continues to act as a headwind, and only minimal weakening of the 10-year US bond yield, which dipped slightly below the 1.61% level hit earlier in the week (Chart 8). Ags/Softs: Neutral This week's USDA World Agricultural Supply and Demand Estimates (WASDE) were mostly neutral for grains and bearish for soybeans. Global ending bean stocks are expected to rise almost 5.4% in the USDA's latest estimate for ending stocks in the current crop year, finishing at 104.6mm tons. Corn and rice ending stocks were projected to rise 1.4% and less than 1%, ending the crop year at 301.7mm tons and 183.6mm tons, respectively. According to the department, global wheat ending stocks are the lone standout, expected to fall 2.1% to 277.2mm tons, the lowest level since the 2016/17 crop year. Chart 7 Chart 8   Footnotes 1     Please see Copper Surge Welcomes Metal Ox Year, which we published on February 11, 2021.  It is available at ces.bcaresearch.com. 2     China’s move to switch to Indonesian coal at the beginning of this year to replace Aussie coal was disruptive to global markets.  As argusmedia.com reported, this was compounded by weather-related disruptions in Indonesian exports earlier this year.  It is worthwhile noting, weather-related delays returned last month, with flooding in Indonesia's coal-producing regions again are disrupting coal shipments.  We expect these new trade flows in coal will take a few more months to sort out, but they will be sorted. 3    Please see Maoyong Fan, Guojun He, and Maigeng Zhou (2020), " The winter choke: Coal-Fired heating, air pollution, and mortality in China," Journal of Health Economics, 71: 1-17.  4    In August and September, the South China Morning Post reported coal-powered electric generators petitioned authorities to relax price caps, because they faced bankruptcy from not being able to recover the skyrocketing cost of coal. Please see China coal-fired power companies on the verge of bankruptcy petition Beijing to raise electricity prices, published by scmp.com on September 10, 2021. This month, Shanxi Province, which provides about a third of China's domestically produced coal, was battered by flooding, which forced authorities to shut dozens of mines, according to the BBC. Please see China floods: Coal price hits fresh high as mines shut published by bbc.co.uk on October 12, 2021. Power supplies also were lean because of the central government's so-called dual-circulation policies to reduce energy consumption and the energy intensity of manufacturing. This is meant to increase self-reliance of the state. Please see What is behind China’s Dual Circulation Strategy? Published by the European think tank Bruegel on September 7, 2021.   Investment Views and Themes Strategic Recommendations

Highlights Gold prices will continue to be challenged by conflicting information flows regarding US monetary policy; higher inflationary impulses from commodity prices and supply-chain bottlenecks; global economic policy uncertainty, and risks to EM economic growth (Chart of the Week). Concern over the likely tapering of the Fed's asset-purchase program this year, rate hikes next year and fiscal-policy uncertainty will support rising interest-rate risk premia and a stronger USD. These will remain headwinds for gold. Going into the Northern Hemisphere's winter, risk premia in fossil-fuel prices are at or close to their zeniths, as is the Bloomberg commodity index. This will keep short-term inflation elevated. Heightened geopolitical tensions – particularly between Western democracies and China – will keep the USD well bid by risk-averse investors. The commodity-induced element of PCEPI inflation will be transitory. Uncertainty over US monetary policy and rising geopolitical tensions, however, will remain part and parcel of gold fundamentals indefinitely. The trailing stop on our long 1Q22 natural gas call spread – long $5.00/MMBtu call vs. short $5.50/MMBtu call – was elected, leaving us with a 20% gain. We will not be re-setting the spread at tonight's close, due to the difficulty in taking a price view in markets with extremely high weather-related uncertainty. Feature The quality of information informing the analysis of gold markets is highly uncertain at present. US monetary policy uncertainty and the future of Fed chairman Jerome Powell keep expectations twitchy when it comes issues like the tapering of the Fed's asset-purchase program. Our colleagues at BCA's US Bond Strategy expect the Fed will announce a taper in asset purchases by November 2021 which will end in June 2022.1 But the tapering really is not, in our estimation, as big a deal as inflation and inflation expectations, which will drive the Fed's rate-hiking timetable. Chart of the WeekUncertainty Weighs On Gold The first Fed rate hike expected by our bond desk likely will come at the end of next year. Our colleagues expect the Fed will want to check off three criteria before increasing interest rates (Table 1). The inflation targets – actual and expected – already have been checked off, leaving the labor market's recovery as the only outstanding issue on our internal checklist. By December 2022, once the maximum employment criterion has been met, the Fed will commence with rate hike.2 Subsequent rate hikes will depend on inflation expectations. Table 1A Checklist For Liftoff Uncertain Inflation Expectations The higher inflation that checks off our bond desk's list resulted from COVID-19-impacted services and tight auto markets (Chart 2). We also find evidence commodities feed into inflation expectations and realized inflation, both of which are key variables for the Fed (Chart 3). Transitory effects – chiefly supply-chain bottlenecks and a global scramble for coal, gas and oil – have lifted realized inflation in 2H21, and have taken the Bloomberg commodity index to record levels (Chart 4). Nonetheless, given the fundamental backdrop for the key industrial commodities – chiefly oil, gas, coal and base metals – the inflationary impulse from commodity markets could persist indefinitely into the future, in our estimation. In order to incentivize the investment in base metals needed to literally build out the renewable energy infrastructure, the grids that support it and the electric vehicles that will supplant internal-combustion-engine technology, higher energy and metals prices will be required for years.3 This will be occurring as the production of traditional energy sources – i.e., fossil fuels – winds down due to lower investment over the next 10-20 years. This also will result in higher and more volatile oil and gas prices. Chart 2Inflation Meets Fed Targets Chart 3Commodities Feed Into Inflation Expectations All of these real-economy factors will feed into higher inflation over time, which will present the Fed with difficult choices regarding monetary policy and interest rates. Chart 4Record Commodity Index Levels USD Strength Suppresses Inflation And Gold Prices  It is worthwhile noting the current USD strength is suppressing inflation. However, it is not suppressing commodity prices entirely, as Chart 4 shows. The transitory weather-related price increases in energy commodities will pass, either when winter ends or if a less severe winter hits the Northern Hemisphere. We continue to expect a lower dollar, as the Fed's accommodative monetary policy remains in place. Even after the Fed tapers its asset-purchase program, policy will remain loose. The large fiscal packages that most likely will be approved by the US Congress will swell the US debt and budget deficits, which likely will weaken the USD over time. On a purchasing-power-parity basis (PPP) we also expect a weaker dollar (Chart 5). We also are expecting the availability of more efficacious vaccines in EM economies to boost economic activity, which will strengthen incomes and local currencies vis-à-vis the USD. Chart 5Weaker USD Expected On A PPP Basis The risk to this USD view – which would support gold prices – remains the heightened geopolitical tensions between Western democracies and China, which will keep political uncertainty elevated and will keep the USD well bid by risk-averse investors. Persistent USD strength would restrain inflation, and weaken the case for owning gold. Investment Implications We remain bullish gold over the medium- and long-term, expecting higher inflation and inflation expectations to lift demand for this safe haven. However, persistent commodity-induced inflation could force the Fed to tighten monetary policy more than is currently expected to get out ahead of higher inflation and inflation expectations. This could lead to stagflation, wherein inflation runs high but growth stalls as interest rates move higher. Persistent geopolitical risk also will keep risk-averse investors well bid for the USD. Commodities Round-Up Energy: Bullish First-line US natural gas prices were down ~ 9% as we went to press, following reports Russia would make more gas available to European buyers. This report apparently was later contradicted by a Gazprom official, who said Russian inventories still were being filled ahead of winter.4 WTI crude oil prices came close to hitting a seven-year high early in the trading day Wednesday, then promptly retreated (Chart 6). The news flow is indicative of the extreme sensitivity of gas and oil buyers going into the coming winter. Base Metals: Bullish Earlier this week, the Peruvian government struck an deal with MMG Ltd, owner of the Las Bambas mine, and the local community around the site, which reportedly will involve hiring local residents to provide services to the mine, including helping transport minerals and maintaining key transit roads. The community had been protesting to seek more of the income from the mine, and created blockades en route to the site, which threatened ~ 2% of global copper supply. Peru's newly elected president, TK Castillo, rose to power on the promise to redistribute mining wealth to Peruvian citizens. This was his first negotiation with a mining company since his election in July. MMG’s major shareholder is China Minmetals Corp. The Leftist president will need to balance the interests of local stakeholders on the one hand, while ensuring the world’s second largest copper producing nation is still attractive to international miners. Precious Metals: Bullish In 2021, the World Platinum Investment Council expects the platinum to swing to a physical surplus of 190k oz, which reverses an earlier forecast for a deficit made in the Council's 1Q21 report (Chart 7). Demand is forecast to increase year-over-year, spurred by increases in automotive, industrial and jewelry demand. On the supply side, growth in South Africa's mined output growth will keep markets in a surplus for 2021. According to SFA Oxford, gross palladium demand and refined supply for 2021 are expected to be at 10.03mm oz, and 6.77mm, respectively. Palladium balances (ex-ETFs) are projected to remain in a physical deficit of 495k ounces for 2021. Chart 6 Chart 7   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com     Footnotes 1     Please see Damage Assessment, published by BCA Research's US Bond Strategy on September 28, 2021. 2     Please see 2022 Will Be All About Inflation, published by BCA Research's US Bond Strategy on September 14, 2021, which notes the concept of maximum employment is not a well-defined term. 3    Please see La Niña And The Energy Transition, which we published last week. 4    Please see Energy price surge sends shivers through markets as Europe looks to Russia published by reuters.com on September 6, 2021.   Investment Views and Themes Recommendations Strategic Recommendations

Highlights Asian and European natural gas prices will remain well bid as the Northern Hemisphere winter approaches. An upgraded probability of a second La Niña event this winter will keep gas buyers scouring markets for supplies (Chart of the Week). The IEA is pressing Russia to make more gas available to European consumers going into winter. While Russia is meeting contractual commitments, it is also trying to rebuild its inventories. Gas from the now-complete Nord Stream 2 pipeline might not flow at all this year. High natgas prices will incentivize electric generators to switch to coal and oil. This will push the level and costs of CO2 emissions permits higher, including coal and oil prices. Supply pressures in fossil-fuel energy markets are spilling into other commodity markets, raising the cost of producing and shipping commodities and manufactures. Consumers – i.e., voters – experiencing these effects might be disinclined to support and fund the energy transition to a low-carbon economy. We were stopped out of our long Henry Hub natural gas call spread in 1Q22 – long $5.00/MMBtu calls vs short $5.50/MMBtu calls in Jan-Feb-Mar 2022 – and our long PICK ETF positions with returns of 4.58% and -10.61%. We will be getting long these positions again at tonight's close. Feature European natural gas inventories remain below their five-year average, which, in the event of another colder-than-normal winter in the Northern Hemisphere, will leave these markets ill-equipped to handle a back-to-back season of high prices and limited supply (Chart 2).1 The probability of a second La Niña event this winter was increased to 70-80% by the US Climate Prediction Center earlier this week.2 This raises the odds of another colder-than-average winter. As a result, markets will remain focused on inventories and flowing natgas supplies from the US, in the form of Liquified Natural Gas (LNG) cargoes, and Russian pipeline shipments to Europe as winter approaches. Chart of the WeekSurging Natural Gas Prices Intensify Competition For Supplies Chart 2Natgas Storage Remains Tight US LNG supplies are being contested by Asian buyers, where gas storage facilities are sparse, and European buyers looking for gas to inject into storage as they prepare for winter. US LNG suppliers also are finding ready bids in Brazil, where droughts are reducing hydropower availability. In the first six months of this year, US natgas exports averaged 9.5 bcf/d, a y/y increase of more than 40%. Although Russia's Nord Stream 2 pipeline has been completed, it still must be certified to carry natgas into Germany. This process could take months to finish, unless there is an exemption granted by EU officials. Like the US and Europe, Russia is in the process of rebuilding its natgas inventories, following a colder-than-normal La Niña winter last year.3 Earlier this week, the IEA called on Russia to increase natgas exports to Europe as winter approaches. The risk remains no gas will flow through Nord Stream 2 this year.4 Expect Higher Coal, Oil Consumption As other sources of energy become constrained – particularly UK wind power in the North Sea, where supplies went from 25% of UK power in 2020 to 7% in 2021 – natgas and coal-fired generation have to make up for the shortfall.5 Electricity producers are turning more towards coal as they face rising natural gas prices.6 Increasing coal-fired electric generation produces more CO2 and raises the cost of emission permits, particularly in the EU's Emissions Trading System (ETS), which is the largest such market in the world (Chart 3). Prices of December 2021 ETS permits, which represent the cost of CO2 emissions in the EU, hit an all-time high of €62.75/MT earlier this month and were trading just above €60.00/MT as we went to press. Chart 3Higher CO2 Emissions Follow Lower Renewables Output Going into winter, the likelihood of higher ETS permit prices increases if renewables output remains constrained and natgas inventories are pulled lower to meet space-heating needs in the EU. This will increase the price of power in the EU, where consumers are being particularly hard hit by higher prices (Chart 4). The European think tank Bruegel notes that even though natgas provides about 20% of Europe's electricity supply, it now is setting power prices on the margin.7 Chart 4EU Power Price Surge Is Inflationary Elevated natgas prices are inflationary, according to Bruegel: "On an annual basis, a doubling of wholesale electricity prices from about €50/megawatt hour to €100/MWh would imply that EU consumers pay up to €150 billion (€50/MWh*3bn MWh) more for their electricity. … Drastic increases in energy spending will shrink the disposable income of the poorest households with their high propensity to consume." This is true in other regions and states, as well. Is the Natgas Price Surge Transitory? The odds of higher natgas and CO2 permit prices increase as the likelihood of a colder-than-normal winter increases. Even a normal winter likely would tax Europe's gas supplies, given the level of inventories, and the need for Russia to replenish its stocks. However, at present, even with the odds of a second La Niña event this winter increasing, this is a probable event, not a certainty. The global natgas market is evolving along lines similar to the crude oil market. Fungible cargoes can be traded and moved to the market with the highest netback realization, after accounting for transportation. High prices now will incentivize higher production and a stronger inventory-injection season next year. That said, prices could stay elevated relative to historical levels as this is occurring. Europe is embarked on a planned phase-out of coal- and nuclear-powered electricity generation over the next couple of years, which highlights the risks associated with the energy transition to a low-carbon future. China also is attempting to phase out coal-fired generation in favor of natgas turbines, and also is pursuing a buildout of renewables and nuclear power. Given the extreme weather dependence on prices for power generated from whatever source, renewables will remain risky bets for modern economies as primary energy sources in the early stages of the energy transition. When the loss of wind, for example, must be made up with natgas generation and that market is tight owing to its own fundamental supply-demand imbalance, volatile price excursions to high levels could be required to destroy enough demand to provide heat in a cold winter. This would reduce support for renewables if it became too-frequent an event. This past summer and coming winter illustrate the risk of too-rapid a phase out of fossil-fueled power generation and space-heating fuels (i.e., gas and coal). Frequent volatile energy-price excursions, which put firms and households at risk of price spikes over an extended period of time, are, for many households, material events. We have little doubt the commodity-market effects will be dealt with in the most efficient manner. As the old commodity-market saw goes, "High prices are the best cure for high prices, and vice versa." All the same, the political effects of another very cold winter and high energy prices are not solely the result of economic forces. Inflation concerns aside, consumers – i.e., voters – may be disinclined to support a renewable-energy buildout if the hits to their wallets and lifestyles become higher than they have been led to expect. Investment Implications The price spike in natgas is highly likely to be a transitory event. Another surge in natgas prices likely would be inflationary while supplies are rebuilding – so, transitory.  Practically, this could stoke dissatisfaction among consumers, and add a political element to the transition to a low-carbon energy future. This would complicate capex decision-making for incumbent energy suppliers – i.e., the fossil-fuels industries – and for the metals suppliers, which will be relied upon to provide the literal building blocks for the renewables buildout.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Commodities Round-Up Energy: Bullish US crude oil inventories fell 3.5mm barrels in the week ended 17 September 2021, according to the US EIA. Product inventories built slightly, led by a 3.5mm-build in gasoline stocks, which was offset by a 2.6mm barrel draw in distillates (e.g., diesel fuel). Cumulative average daily crude oil production in the US was down 7% y/y, and stood at 10.9mm b/d. Cumulative average daily refined-product demand – what the EIA terms "Product Supplied" – was estimated at 19.92mm b/d, up almost 10% y/y. Brent prices recovered from an earlier sell-off this week and were supported by the latest inventory data (Chart 5). Base Metals: Bullish Iron ore prices have fallen -55.68% since hitting an all-time high of $230.58/MT in May 12, 2021 (Chart 6). This is due to sharply reduced steel output in China, as authorities push output lower to meet policy-mandated production goals and to conserve power. Even with the cuts in steel production, overall steel output in the first seven months of the year was up 8% on a y/y basis, or 48mm MT, according to S&P Global Platts. Supply constraints likely will be exacerbated as the upcoming Olympic Games hosted by China in early February approach. Authorities will want blue skies to showcase these events. Iron ore prices will remain closer to our earlier forecast of $90-$110/MT than not over this period.8 Precious Metals: Bullish The Federal Open Market Committee is set to publish the results of its meeting on Wednesday. In its last meeting in June, more hawkish than expected forecasts for interest rate hikes caused gold prices to drop and the yellow metal has been trading significantly lower since then. Our US Bond Strategy colleagues expect an announcement on asset purchase tapering in end-2021, and interest rate increases to begin by end-2022.9 Rate hikes are contingent on the Fed’s maximum employment criterion being reached, as expected and actual inflation are above the Fed criteria. Tapering asset purchases and increases in interest rates will be bearish for gold prices. Chart 5 Chart 6       Footnotes 1     Equinor, the Norwegian state-owned energy-supplier, estimates European natgas inventories will be 70-75% of their five-year average this winter.  Please see IR Gas Market Update, September 16, 2021. 2     Please see "ENSO: Recent Evolution, Current Status and Predictions," published by the US Climate Prediction Center 20 September 2021.  Earlier this month, the Center gave 70% odds to a second La Niña event in the Northern Hemisphere this winter.  Please see our report from September 9, 2021 entitled NatGas: Winter Is Coming for additional background. 3    Please see IEA calls on Russia to send more gas to Europe before winter published by theguardian.com, and Big Bounce: Russian gas amid market tightness.  Both were published on September 21, 2021. 4    Please see Nord Stream Two Construction Completed, but Gas Flows Unlikely in 2021 published 14 September 2021 by Jamestown.org. 5    Please see The U.K. went all in on wind power. Here’s what happens when it stops blowing, published by fortune.com on 16 September 2021.  Argus Media this week reported wind-power output fell 56% y/y in September 2021 to just over 2.5 TWh. 6    Please see UK power firms stop taking new customers amid escalating crisis, published by Aljazeera; Please see UK fires up coal power plant as gas prices soar, published by BBC. 7     Please see Is Europe’s gas and electricity price surge a one-off?, published by Bruegel 13 September 2021. 8    Please see China's Recovery Paces Iron Ore, Steel, which we published on November 5, 2020. 9    Please see 2022 Will Be All About Inflation and Talking About Tapering, published on September 22, 2021 and on August 10, 2021 respectively.     Investment Views and Themes Recommendations Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights The odds of a stronger recovery in EM oil demand next year are rising, as vaccines using mRNA technology are manufactured locally and become widely available.1 This will reduce local lock-down risks in economies relying on less efficacious COVID-19 vaccines – or lacking them altogether – thereby increasing mobility, economic activity and oil demand. Our global crude oil balances estimates are little changed to the end of 2023, which leaves our price expectations mostly unchanged: 4Q21 Brent prices are expected to average $70.50/bbl, while 2022 and 2023 prices average $75 and $80/bbl, respectively (Chart of the Week). The balance of risks to the crude oil market remain to the upside in our estimation. In addition to a higher likelihood of better-than-expected EM demand growth, we expect OPEC 2.0 production discipline to hold, and for the price-taking cohort outside the coalition to continue prioritizing investors' interests. We remain long commodity index exposure – S&P GSCI and COMT – and, at tonight's close, will be getting long the DFA Dimensional Emerging Core Equity Market ETF (DFAE) on the back of increasing local mRNA vaccine production in EM economies. Feature As local production of COVID-19 vaccines employing mRNA technology spreads throughout EM economies, the odds of a stronger-than-expected recovery in oil demand next year will increase. The buildout of production and distribution facilities for this technology is progressing quickly in Asia – e.g., Chinese mRNA tech joint ventures are expected to be in production mode in 4Q21 – Latin America, Africa, and the Middle East.2 Accelerated availability of more efficacious vaccines globally will address the "fault lines" identified by the IMF in its July 2021 update. In that report, the Fund notes a major downside risk to its global GDP growth expectation of 6% this year remains slower-than-expected vaccine rollouts to emerging and developing economies.3 The other major risk identified by the Fund is too-rapid a winddown of policy support in DM economies, which would lead to tighter financial conditions globally. Our global demand expectation is driven by GDP estimates from the IMF and World Bank. The implication of that assumption is the powerful recovery in DM oil demand seen this year will slow while EM demand picks up next year (Chart 2). We proxy DM oil demand with OECD oil consumption and EM demand with non-OECD consumption. We continue to expect overall oil demand to recover by just over 5.0mm b/d this year and 4.4mm b/d next year (Table 1). Chart of the WeekOil Forecasts Hold Steady Chart 2Higher EM Oil Demand Expected in 2022 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 Global Oil Supply To Remain Steady Hurricane Ida will have removed ~ 30mm barrels of US offshore oil output by the time losses are fully tallied, based on IEA estimates. Even so, in line with the US EIA, we expect offshore US oil production will recover from the damage caused by the storm in 4Q21 and be back at ~ 1.7mm b/d on average over the quarter. This will allow oil prices to ease slightly from current elevated levels over the balance of the year. Inland, US shale-oil output remains on track to average ~ 9.06mm b/d this year, 9.55mmb/d in 2022 and 9.85mmb/d in 2023, in our modeling (Chart 3). We expect production in the Lower 48 states of the US to remain mostly steady going forward. Production from finishing drilled-but-uncompleted (DUCs) shale-oil wells is the lowest it's been since 2013.  Output from these wells will remain relatively low for the rest of the year. This supply was developed during the COVID-19 pandemic, as it was cheaper to bring on than new drilling. For 2022 and 2023 overall, our model points to a slow build-up in US shale-oil output as drilling increases. Going into 2022, we expect continued production discipline from OPEC 2.0, and for the coalition to continue to manage output in line with actual demand it sees from its customers. The 400k b/d being returned monthly to the market over August 2021 to mid-2022 will accommodate demand increases. However, it will be monitored closely in the event demand fails to materialize, as has been OPEC 2.0's wont over the course of the pandemic. Chart 3US Shale-Oil Output Mostly Stable Oil Markets To Remain Balanced We see markets remaining balanced to the end of 2023, with OPEC 2.0 maintaining its production-management strategy – keeping the level of supply just below the level of demand – and the price-taking cohort led by US shale-oil producers remaining focused on maintaining margins so as to provide competitive returns to investors. On the demand side, EM growth will pick up as DM growth slows. Given our fundamental view, global crude oil balances estimates are little changed to the end of 2023 (Chart 4). This allows inventories to continue to draw this year and next, then to slowly rebuild as production increases toward the end of 2023 (Chart 5). Falling inventories will keep the Brent forward curve backwardated – i.e., prompt-delivery oil will trade higher than deferred-delivery oil. Chart 4Markets Remain Balanced... Chart 5...And Oil Inventory Continues To Draw The backwardated forward curve means OPEC 2.0 producers will continue to realize higher delivered prices on their crude oil than the marginal shale-oil producer, which hedges its production 1-2 years forward to stabilize revenue. This is the primary benefit to the member states in the producer coalition: a backwardated curve pricing closer to marginal cost limits the amount of revenue available to shale-oil producers, and thus restrains output to that which is profitable at the margin. Investment Implications Our supply-demand outlook keeps our price expectations mostly unchanged from last month's forecast. We expect 4Q21 Brent prices to average $70.50/bbl, while 2022 and 2023 prices average $75 and $80/bbl, respectively, as can be seen in the Chart of the Week. WTI prices will continue to trade $2-$4/bbl below Brent over this interval. With fundamentals continuing to support a backwardated forward curve in Brent and WTI, we continue to favor long commodity-index exposure, which benefits from this structure.4 Therefore, we remain long the S&P GSCI and the COMT ETF, which is an optimized version of the GSCI that concentrates on positioning in backwardated futures contracts. The upside risk to oil prices resulting from increasing local production of mRNA vaccines in EM economies that had relied on less efficacious vaccines undoubtedly will increase mobility and raise oil demand, if, as appears likely, the impact of this localization is realized in the near term. This also could boost commodity demand generally, if it allows trade and GDP growth to accelerate in EM economies, which supports our long commodity-index view. The rollout of mRNA technology into EM economies also suggests EM GDP growth could increase at the margin with locally produced mRNA vaccines becoming more available. This would redound to the benefit of trade and economic activity generally.5 It also could help unsnarl the movement of goods globally. The wider implications of a successful expansion of locally produced mRNA vaccines leads us to recommend EM equity exposure on a tactical basis. At tonight's close, we will be getting long the DFA Dimensional Emerging Core Equity Market ETF (DFAE). As this is tactical, we will use a tight stop (10%) for this recommendation.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Commodities Round-Up Energy: Bullish Natural gas demand is surging globally. Record-breaking heat waves in the US are driving demand for gas-fired generation required to meet space-cooling demand. In addition, in the June-August period, the US saw record LNG exports. Europe and Asia are competing for the fuel as both prepare for winter. Brazil also has been a strong bid for LNG, as drought there has reduced hydropower supplies. In Europe, natural gas inventories were drawn hard this past winter as LNG supplies were bid away to Asia to meet space-heating demand. This is keeping Europe well bid now as winter approaches (Chart 6). The US Climate Prediction Center last week gave 70-80% odds of a second La Niña for the Northern Hemisphere winter. Should it materialize, it could again drive cold artic air into their markets, as it did last winter, and push natgas demand higher. Our recommendation to get long 1Q22 $5.00/MMBtu calls vs short 1Q22 $5.50/MMBtu calls last week was up 17% as of Tuesday's close. We remain long. Base Metals: Bullish The slide in iron ore prices from its ~ $230/MT peak earlier this year can be attributed to weak Chinese demand, and the possibility of its persistence through the winter and into next year (Chart 7). The world’s largest steel-producing nation is aiming to limit steel output to no higher than 2020 levels, in a bid to reduce industrial pollution. According to mining.com, provincial governments have directly asked local steel mills to curb output. Regulation in this sector in China will continue to reduce prices of iron ore, a key raw material in steel production. Precious Metals: Bullish The lower-than-expected reading on the US core CPI earlier this week weighed on the USD, and propelled gold prices above the $1,800/oz mark. While markets expected lower consumer prices for August to diminish the Fed’s resolve to taper asset purchases by year-end, we do not think the lower month-on-month CPI number will delay tapering. The timing of the Fed's initial rate hike – expected by markets to occur after the tapering of the central bank's asset-purchase program – will depend on the US labor force reaching "maximum employment." According to BCA Research's US Bond Strategy, this criterion will be met in late-2022 or early-2023. Low-interest rates, coupled with persistent inflation until then, will be bullish for gold prices. Chart 6 Chart 7   Footnotes 1     Please see Everest to bring Canadian biotech's potential Covid shots to China, other markets published on September 13, 2021 by indiatimes.com. 2     Examples of this include Brazil's Eurofarma to make Pfizer COVID-19 shots for Latin America, published by reuters.com; Biovac Institute to be first African company to produce mRNA vaccines, published be devex.com; and mRNA Vaccines Mark a New Era in Medicine, posted by supertrends.com. The latter report also discusses the application of mRNA technology to other diseases like malaria. 3    Please see Fault Lines Widen in the Global Recovery published 27 July 2021 by the Fund. 4    Backwardation is the source of roll yield for long-index exposure.  This is due to the design of these index products, which buy forward then – in backwardated markets – roll out of futures contract as they approach physical delivery at a higher level and re-establish their exposure in a deferred contract. 5    The lower realized efficacy of Sinopharm and Sinovac COVID-19 vaccines and high reinfection rates in economies using these vaccines are one of the key risks to our overall bullish commodity view.  Please see Assessing Risks To Our Commodity Views, which we published on July 8, 2021. It is available at ces.bcaresearch.com.   Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades