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Dear Client, Next week, instead of our regular report, we will be sending you a Special Report from BCA Research’s MacroQuant tactical global asset allocation team. Titled “MacroQuant: A Quantitative Solution For Forecasting Macro-Driven Financial Trends,” this white paper will discuss the purpose, coverage, and methodology of the MacroQuant model. I hope you will find the report insightful. We will be back the following week with the GIS Quarterly Strategy Outlook, where we will explore the major trends that are set to drive financial markets for the rest of 2021 and beyond. We will also be holding a webcast on Thursday, July 8 at 10:00 AM EDT (3:00 PM BST, 4:00 PM CEST, 10:00 PM HKT) to discuss the outlook. Best regards, Peter Berezin Chief Global Strategist Highlights Although the Fed delivered a hawkish surprise on Wednesday, monetary policy is likely to remain highly accommodative for the foreseeable future. We continue to see high US inflation as a long-term risk rather than a short-term problem. Outside of a few industries, wage inflation remains well contained. In those industries suffering from labor shortages, the expiration of emergency unemployment benefits, increased immigration, and the opening up of schools should replenish labor supply. Bottlenecks in the global supply chain are starting to ease. Many key input prices have already rolled over, suggesting that producer price inflation has peaked and is heading down. A slowdown in Chinese credit growth could weigh on metals prices during the summer months, which would further temper inflationary pressures. We are downgrading our view on US TIPS from overweight to neutral. Owning bank shares is a cheaper inflation hedge. Look Who’s Talking The Fed jolted markets on Wednesday after the FOMC signaled it may raise rates twice in 2023. Back in March, the Fed projected no hikes until 2024 (Chart 1). Chart 1Fed Forecasts Converge Toward Market Expectations Seven of 18 committee members expected lift-off as early as 2022, up from four in March. Only five participants expected the Fed to start raising rates in 2024 or later, down from 11 previously. The Fed acknowledged recent upward inflation surprises by lifting its forecast of core PCE inflation to 3.4% for 2021 compared with the March projection of 2.4%. These forecast revisions bring the Fed closer to market expectations, although the latter are proving to be a moving target. Going into the FOMC meeting, the OIS curve was pricing in 85 bps of rate tightening by the end of 2023. At present, the market is pricing in about 105 bps of tightening. At his press conference, Chair Powell acknowledged that FOMC members had discussed scaling back asset purchases. “You can think of this meeting as the ‘talking about talking about’ meeting,” he said. A rate hike in 2023 would imply the start of tapering early next year. The key question for investors is whether this week’s FOMC meeting marks the first of many hawkish surprises from the Fed. We do not think it does. As Chair Powell himself noted, the dot-plot is “not a great forecaster of future rate moves,” before adding that “Lift-off is well into the future.” Ultimately, a major monetary tightening cycle would require that inflation remain stubbornly high. As we discuss below, while there are good reasons to think that the US economy will eventually overheat, the current bout of inflation is indeed likely to be “transitory.” This implies that bond yields are unlikely to rise into restrictive territory anytime soon, which should provide continued support to stocks. Inflation: A Long-Term Risk Rather Than A Short-Term Problem Chart 2Globalization Plateaued More Than A Decade Ago There are plenty of reasons to worry that US inflation will eventually move persistently higher. As we discussed in a recent report, many of the structural factors that have suppressed inflation over the past 40 years are reversing direction: Globalization is in retreat: The ratio of global trade-to-manufacturing output has been flat for over a decade (Chart 2). Looking out, the ratio could even decline as more companies shift production back home in order to gain greater control over unruly global supply chains. Baby boomers are leaving the labor force en masse. As a group, baby boomers control more than half of US wealth (Chart 3). They will continue to run down their wealth once they retire. However, since they will no longer be working, they will no longer contribute to national output. Continued spending against a backdrop of diminished production could be inflationary. Chart 3Baby Boomers Have Accumulated A Lot Of Wealth Despite a pandemic-induced bounce, underlying productivity growth remains disappointing (Chart 4). Slow productivity growth could cause aggregate supply to fall short of aggregate demand. Social stability is in peril, as exemplified by the recent dramatic increase in the US homicide rate. In the past, social instability and higher inflation have gone hand in hand (Chart 5). Chart 4Trend Productivity Growth Has Been Disappointing Chart 5Historically, Social Unrest And Higher Inflation Move In Lock-Step Perhaps most importantly, policymakers are aiming to run the economy hot. A tight labor market will lift wage growth (Chart 6). Not only could higher wage growth push up inflation through the usual “cost-push” channel, but by boosting labor’s share of income, a tight labor market could spur aggregate demand. Despite these structural inflationary forces, history suggests that it will take a while – perhaps another two-to-four years – for the US economy to overheat to the point that persistently higher inflation becomes a serious risk. Consider the case of the 1960s. While the labor market reached its full employment level in 1962, it was not until 1966 – when the unemployment rate was a full two percentage points below NAIRU – that inflation finally took off (Chart 7). Chart 6A Tight Labor Market Eventually Bolsters Wages Chart 7Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s In May, 4.4% fewer Americans were employed than in January 2020 (Chart 8). The employment-to-population ratio for prime-aged workers stood at 77.1%, 3.4 percentage points below its pre-pandemic level (Chart 9). Chart 8US Employment Still More Than 4% Below Pre-Pandemic Levels Chart 9Prime-Age Employment-To-Population Ratio Remains Below Pre-Pandemic Levels A Labor Market Puzzle Admittedly, if one were to ask most companies if they were finding it easy to hire suitable workers, one would hear a resounding “no.” According to the National Federation of Independent Business (NFIB), 48% of firms reported difficulty in filling vacant positions in May, the highest share in the 46-year history of the survey (Chart 10). Chart 10US Labor Market Shortages (I) Chart 11US Labor Market Shortages (II)   Nationwide, the job openings rate reached a record high of 6% in April, up from 4.5% in January 2020. The share of workers quitting their jobs voluntarily – a measure of worker confidence – also hit a record of 2.7% (Chart 11). How can we reconcile the apparent tightness in the labor market with the fact that employment is still well below where it was at the outset of the pandemic? Four explanations stand out. First, unemployment benefits remain extremely generous. For most low-wage workers, benefits exceed the pay they received while employed. It is not surprising that labor shortages have been most pronounced in sectors such as leisure and hospitality where average wages are relatively low (Chart 12). The good news for struggling firms is that the disincentive to working will largely evaporate by September when enhanced unemployment benefits expire. Chart 12Labor Scarcity Prevalent In Low-Wage Sectors Chart 13School Closures Have Curbed Labor Supply Second, lingering fears of the virus and ongoing school closures continue to depress labor force participation. Chart 13 shows that participation rates have recovered less for mothers with young children than for other demographic groups. This problem will also fade away by the fall when schools reopen. Third, the number of foreign workers coming to the US fell dramatically during the pandemic. State Department data show that visas dropped by 88% in the nine months between April and December of last year compared to the same period in 2019 (Chart 14). President Biden revoked President Trump’s visa ban in February, which should pave the way for renewed migration to the US. Chart 14US Migrant Worker Supply Is Depressed Chart 15The Pandemic Accelerated Early Retirement   Fourth, about 1.5 million more workers retired during the pandemic than one would have expected based on the pre-pandemic trend (Chart 15). Most of these workers were near retirement age anyway. Thus, there will likely be a decline in new retirements over the next couple of years before the baby boomer exodus described earlier in this report resumes in earnest. Other Input Prices Set To Ease Just as labor shortages in a number of industries will ease later this year, some of the bottlenecks gripping the global supply chain should also diminish. The prices of various key inputs – ranging from lumber, steel, soybeans, corn, to DRAM prices – have rolled over (Chart 16). This suggests that producer price inflation for manufactured goods, which hit a multi-decade high of 13.5% in May – has peaked and is heading lower. Chart 16Input Prices Have Rolled Over The jump in prices largely reflected one-off pandemic effects. For example, rental car companies, desperate to raise cash at the start of the pandemic, liquidated part of their fleets. Now that the US economy is reopening, they have found themselves short of vehicles. With fewer rental vehicles hitting the used car market, households flush with cash, and new vehicle production constrained by the global semiconductor shortage, both new and used car prices have soared. Vehicle prices have essentially moved sideways since the mid-1990s (Chart 17). Thus, it is doubtful that the recent surge in prices represents a structural break. More likely, prices will come down as supply increases. According to a recent report from Goldman Sachs, auto production schedules already imply an almost complete return to January output levels in June. Chart 17Vehicle Prices Have Essentially Moved Sideways Since The Mid-1990s Chart 18Rebounding Pandemic-Affected Services Prices Are Pushing Up Overall CPI As Chart 18 shows, more than half of the increase in consumer prices in April and May can be explained by higher vehicle prices, along with a rebound in pandemic-affected service prices (airfares, hotels, and event admissions). Outside those sectors, the level of the CPI remains below its pre-pandemic trend (Chart 19). Chart 19Unwinding Of "Base Effects"   Chart 20"Supercore" Inflation Measures Remain Well Contained More refined measures of underlying inflation such as the trimmed-mean CPI, median CPI, and sticky price CPI are all running well below their official core CPI counterpart (Chart 20). While certain components of the CPI basket, such as residential rental payments, are likely to exhibit higher inflation in the months ahead, others such as vehicle and food prices will see lower inflation, and perhaps even outright deflation. Slower Chinese Credit Growth Should Temper Commodity Inflation Chart 21Chinese Credit Growth And Metal Prices Move Together Chinese credit growth and base metals prices are strongly correlated (Chart 21). We do not expect the Chinese authorities to embark on a new deleveraging campaign. Credit growth has already fallen back to 11%, which is close to the prior bottom reached in late-2018. Nevertheless, to the extent that changes in Chinese credit growth affect commodity prices with a lag of about six months, metals prices could struggle to maintain altitude over the summer months. China’s plan to release metal reserves into the market could further dampen prices. We remain short the global copper ETF (COPX) relative to the global energy ETF (IXC) in our trade recommendations. The trade is up 18.4% since we initiated on May 27, 2021. We will close this trade if it reaches our profit target of 30%. Bank Shares Are A Better Hedge Against Inflation Than TIPS We have been overweight TIPS in our view matrix. However, with 5-year/5-year forward breakevens trading near pre-pandemic levels, any near-term upside for inflation expectations is limited (Chart 22). As such, we are downgrading TIPS from overweight to neutral in our fixed-income recommendations. Investors looking to hedge inflation risk should consider bank shares. Our baseline view is that the 10-year Treasury yield will rise to about 1.9% by the end of the year. If inflation fails to come down as fast as we anticipate, bond yields would increase even more than that. Chart 23 shows that banks almost always outperform the S&P 500 when bond yields are rising. Chart 22Limited Near-Term Upside For Inflation Expectations Chart 23Bank Shares Thrive in A Rising Yield Environment   Banks are also cheap. US banks trade at 12.2-times forward earnings compared with 21.9-times for the S&P 500. Non-US banks trade at 10-times forward earnings compared to 16.4-times for the MSCI ACW ex-US index. Finally, we like gold as a long-term inflation hedge. We would go long gold in our structural trade recommendations if the price were to fall to $1700/ounce. Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Highlights Oil demand expectations remain high. Realized demand continues to disappoint. This means OPEC 2.0's production-management strategy – i.e., keeping the level of supply below demand – will continue to dictate oil-price levels. US producers will remain focused on consolidation via M&A and on returning capital to shareholders, in line with the Kingdom of Saudi Arabia's (KSA) expectation. Going forward, shale producers will focus on protecting and growing profit margins. The durability of OPEC 2.0's tactical advantage arising from its enormous spare capacity – ~ 7mm b/d – is difficult to gauge: Tightening global oil markets now in anticipation of Iran's return as a bona fide exporter benefits producers globally, and could accelerate the return of US shales if that return is delayed or re-opening boosts demand more than expected. We are raising our average Brent forecast for 2021 to $66.50 vs. $63/bbl earlier, with 2H21 prices averaging $70/bbl. We are moving our 2022 and 2023 forecasts up slightly to $74 and $81/bbl (Chart of the Week). WTI will trade $2-$3/bbl lower. We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to further steepen backwardations in forward curves. Feature While the forecasted rebound in global oil demand continues to drive expectations for higher prices, it is the production discipline of OPEC 2.0 and capital discipline imposed on US shale producers that has and will continue to super-charge the recovery of prices. Continued monetary accommodation and fiscal stimulus notwithstanding, realized global oil demand has mostly flatlined at ~ 96mm b/d following its surge in February, as uncertainty over COVID-19 containment keeps governments hesitant about reopening their economies too quickly. Stronger demand in Asia, led by China, has been offset by weaker demand in India and Japan, where COVID-19 remains a deterrent to re-opening and recovery. The recovery in DM demand generally stalled over this period even as vaccine availability increased (Chart 2). Chart of the WeekOPEC 2.0 Comfortable With Higher Prices Chart 2Global Demand Recovery Stalled That likely will change in 2H21, but it is not a given: The UK, which has been among the world leaders in COVID-19 containment and vaccinations, delayed its full reopening by a month – to July 19 – in an effort to gain more time to bolster its efforts against the Delta variant first identified in India. In the US, New York state lifted all COVID-19-induced restrictions and fully re-opened this week. Still, even in the US, unintended inventory accumulation in the gasoline market – just as the summer driving season should be kicking into high gear – suggests consumers remain cautious (Chart 3). Chart 3Unintended Inventory Accumulation in US Gasoline Market We continue to expect the re-opening of the US and Europe (including the UK) will boost DM demand in 2H21, and wider vaccine availability will boost EM oil demand later in the year and in 2022. For all of 2021, we have lifted our demand-growth estimate slightly to 5.3mm b/d from 5.2mm b/d last month. We expect global demand to grow 4.1mm b/d next year and 1.6mm b/d in 2023. Our 2021 estimates are in line with those of the US EIA and the IEA. OPEC is more bullish on demand recovery this year, expecting growth of 6mm b/d. We continue to believe the risk on the demand side remains to the upside; however, given continued uncertainty around global COVID-19 containment, we remain circumspect. Supply-Side Discipline Drives Oil Prices OPEC 2.0 remains committed to its production-management strategy that is keeping the level of supply below demand. Compliance with production cuts in May reportedly was at 115%, following a 114% rate in April.1 Core OPEC 2.0 – i.e., states with the capacity to increase production – is holding ~ 7mm b/d of spare capacity, according to the IEA, which will allow it to continue to perform its role as the dominant supplier in our modeling (Chart 4). Earlier this year, KSA's Energy Minister Abdulaziz bin Salman correctly recognized the turn in the market that likely ensures OPEC 2.0's dominance for the foreseeable future – i.e., the shift in focus of the US shale-oil producers from production for the sake of production to profitability.2 This is a trend that has been apparent for years as capital markets all but abandoned US shale-oil producers. Chart 4OPEC 2.0 Remains Dominant Producers outside OPEC 2.0 – what we refer to as the "price-taking cohort" – have prioritized shareholder interests as a result of this market pressure, and remain focused on sometimes-forced consolidation via M&A, which we have been expecting.3 The significance of this evolution of shale-oil production is difficult to overstate, particularly as the survivors of this consolidation will be firms with strong balance sheets and a focus on profitability, as is the case with any well-run manufacturing firm. We also expect large producers to opportunistically shed production assets to reduce their carbon footprints, so as to come into compliance with court-ordered emission reductions and shareholder demands to reduce pollution.4 With the oil majors like Shell, Equinor and Oxy divesting themselves of shale properties, production increasingly will be in the hands of firms driven by profitability.5 We expect US shale-oil production to end the year at 9.86mm b/d and to average 9.57mm b/d next year; however, as the shales become the marginal global supply, production could become more volatile (Chart 5). The consolidation of US production also will alter the profitability of firms continuing to operate in the shales. We expect breakeven costs to fall as acquired production by stronger firms results in high-grading of assets – only the most profitable will be produced given market-pricing dynamics – while less profitable acreage will be mothballed until prices support development(Chart 6). Chart 5US Producers Focus On Profitability Chart 6Shale Breakevens Likely Fall As Consolidation Picks Up Supply-Demand Balances Tightening The current round of M&A consolidation and OPEC 2.0's continued discipline lead us to expect continued tightening of global oil supply-demand balances this year and next (Chart 7). This will allow inventories to continue to draw, which will keep forward oil curves backwardated (Chart 8). Chart 7Supply-Demand Balances Will Continue To Tighten Chart 8Tighter Markets, Lower Stocks The critical factor here will be OPEC 2.0's continued calibration of supply in line with realized demand and the return of Iran as a bona fide exporter, which we expect later this year. OPEC 2.0's restoration of ~ 2mm b/d of supply will be done by the beginning of 3Q21, when we expect Iran to begin restoring production and visible exports (i.e., in addition to its under-the-radar sales presently). The return of Iranian supply – and a possible increase in Libyan output – will present some timing difficulties for OPEC 2.0's overall strategy, but they will be short-lived. We continue to monitor output to assess the evolution of balances (Table 1). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Investment Implications Oil demand will increase over the course of 2H21, as vaccines become more widely distributed globally, and the massive fiscal and monetary stimulus deployed worldwide kicks economic activity into high gear. On the supply side, markets will tighten on the back of continued restraint until Iranian barrels return to the market. The balance of risk is to the upside, particularly if the US and Iran are unable to agree terms that restore Iran as a bona fide exporter. In that case, the market tightening now under way will result in sharply higher prices. That said, realized demand growth has stalled over the past three months, which can be seen in unintended inventory accumulation in the US gasoline markets just as the summer driving season opens. We are raising our average Brent forecast for 2021 to $66.50 vs. $63/bbl earlier, with 2H21 prices averaging $70/bbl. We are moving our 2022 and 2023 forecasts up slightly as well to $74 and $81/bbl (Chart of the Week). WTI will trade $2-$3/bbl lower. We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to further steepen backwardations in forward curves. The big risk, as highlighted above, remains an acceleration of COVID-19 infections, hospitalizations and deaths, which force governments to delay re-opening or impose localized lockdowns once again. In this regard, KSA's strategy of calibrating its output to realized – vice forecasted – demand likely will remain in place.   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 China's refinery throughput surged 4.4% to 14.3mm b/d in May, a record high that surpassed November 2020's previous record of 14.26mm b/d, according to S&P Platts Global. The increased runs were not unexpected, and were largely accounted for by state-owned refiners, which operated at 80% of capacity after coming out of turnaround season. Turnarounds will fully end in July. In addition, taxes on niche refined-product imports are due to increase, which will bolster refinery margins as inventories are worked down. China's domestic crude oil production was just slightly more than 4mm b/d. Base Metals: Bullish China's Standing Committee approved the release an undisclosed amount of its copper, aluminum and zinc stockpiles via an auction process in the near future, according to reuters.com. The government disclosed its intent on the website of National Food and Strategic Reserves Administration on Wednesday; however, specifics of the auction – volumes and auction schedule, in particular – were not disclosed. Prices had fallen ~ 9% from recent record highs in the lead-up to the announcement, which we flagged last month.6 Prices rallied from lows close to $4.34/lb on the COMEX Wednesday (Chart 9). Precious Metals: Bullish After a worse-than-expected US employment report, we do not expect the Federal Reserve to lift nominal interest rates in Wednesday’s Federal Open Market Committee (FOMC) meeting. The Fed will only raise rates once the US economy reaches a level consistent with its definition of "maximum employment." Wednesday’s interest rate decision will be crucial to gold prices. If the Fed does not mention asset tapering or an interest-rate hike, citing current inflation as a transitory phenomenon, gold demand and prices will rise. On the other hand, if the Fed indicates an interest rate hike sooner than the previously stated 2024, this will weigh on gold prices (Chart 10). Ags/Softs: Neutral As of June 13, 96% of the US corn crop had emerged vs. the five-year average of 91%, according to the USDA. 68% of the crop was rated in good to excellent condition, slightly below the five-year average. In the bean market, 94% of the crop was planted as of 13 June, vs. the five-year average of 88%. The Department reported 86% of the crop had emerged vs. the five-year average of 74%. According to the USDA, 52% of the bean crop was in good-to-excellent condition vs the five-year average of 72%. Chart 9 Chart 10   Footnotes 1     Please see OPEC+ complies with 115% of agreed oil curbs in May - source published by reuters.com on June 11, 2021. 2     Please see Saudis raise U.S. and Asian crude prices for April delivery published by worldoil.com on March 8, 2021. 3    Please see US shale consolidation continues as Independence scoops up Contango Oil & Gas published by S&P Global Platts on June 8, 2021. 4    We discuss this in A Perfect Energy Storm On The Way, published on June 3, 2021.  Climate activism will become increasingly important to the evolution of oil and natural gas production, and likely will lead to greater concentration of supply in the hands of OPEC 2.0 and privately held producers that do not answer to shareholders. 5    Please see Interest in Shell's Permian assets seen as a bellwether for shale demand published by reuters.com on June 15, 2021. 6    Please see Less Metal, More Jawboning, which we published on May 27, 2021.  It is available at ces.bcaresearch.com. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Dear Client, Last week, I had the pleasure of participating in a debate with my colleague, Dhaval Joshi, on the future of cryptocurrencies. You can access a replay of the event here. Best regards, Peter Berezin Highlights The meme stock mania is unlikely to die down anytime soon. Fueled by zero-commission trading and an anti-establishment mindset, social media has given millions of retail traders the ability to coordinate attacks on individual companies. An examination of the most popular meme stocks reveals that returns were highest when both the closing price and volume during the prior day’s session were above their moving averages. For GameStop and AMC, in particular, returns averaged 11.0% and 13.9%, respectively, when both the prior day’s closing price and volume were above their 5-day moving averages, compared with -4.0% and -1.3%, respectively, when the price and volume were below their 5-day moving averages. Nearly 80% of the returns on meme stocks were earned overnight (i.e., between the close of trading and the following day’s open). The ups and downs of meme stocks have generally had little impact on the overall direction of the stock market. Nevertheless, growing interest in meme stocks is positive for equities over a medium-term horizon of about 12 months. This is because the meme stock phenomenon is drawing funds into the stock market, boosting prices and liquidity in the process. #HedgiesGetWedgies Chart 1Word Du Jour: Meme This January, the term “meme stock” entered the popular lexicon (Chart 1). That was the month that GameStop and a handful of other once-left-for-dead stocks soared to dizzying heights. Armed with stimulus checks, millions of amateur investors flocked to one of the few sources of entertainment still available to them: online trading. Tales of instant riches spread like wildfire, motivating yet more new investors to enter the fray. Whether it was stocks or cryptos, the allure of easy money was irresistible. The decision by most American brokerages to eliminate trading commissions in the fall of 2019 added fuel to the fire. Meanwhile, the proliferation of social media provided a ready-made mechanism for retail traders to coordinate attacks on individual stocks. And attack they did. Most of the companies targeted had high short interest, making them ripe for a short squeeze. The implosion of Melvin Capital demonstrated to the Reddit crowd that they, too, could beat hedge funds at their own game. “We can remain stupid longer than you can stay solvent” became their rallying cry. In a game of chicken, being perceived by your opponent as irrational boosts your odds of winning. Trading Meme Stocks For Fun And Profit If one were so inclined, how should one trade meme stocks? It helps to begin with some data. Table 1 displays average daily returns from the start of 2021 for six popular meme stocks: GameStop (GME), AMC Entertainment (AMC), Blackberry (BB), Nokia (NOK), Bed Bath & Beyond (BBBY) and Koss Corp (KOSS). A few observations stand out: There is strong price momentum. Looking across all six stocks, the average daily return was 5.9% when the prior day’s closing price was above its 5-day moving average, compared to 0.3% when the prior day’s close was below its 5-day moving average. The average daily return for stocks in our sample was 3.3%. Volatility predicts higher returns. Meme stocks gained 4.3%, on average, when the prior day’s return was positive compared to 2.4% when it was negative. Looking only at the subset of cases where the prior day’s return was either above 10% or below -10%, we find that meme stocks gained 11.3% when the price rose more than 10% during the prior day and gained a still-robust 7.5% when the price dropped more than 10% during the prior day. Strong volume predicts higher returns. Consistent with the volatility observation, meme stocks gained an average of 6.1% when the volume in the prior day’s trading session was above its 5-day moving average, compared to just 1.3% when the volume was below its 5-day moving average. Meme stocks do best after the close of trading. Nearly 80% of returns on meme stocks were earned overnight (i.e., between the close of trading and the following day’s open). We attribute this phenomenon to the tendency of many traders to exit positions before the closing bell and reopen them at the start of trading the following day. Such a pattern of selling and repurchasing tends to boost overnight returns. Historically, a similar pattern has held for most other US stocks (Chart 2). Table 1Meme Stock: Returns And Patterns Chart 2Bear By Day, Bull By Night In summary, meme stocks perform best when they are trading above their 5-day moving average. Both volatility and strong volume predict positive returns. Holding (hodling?)1 meme stocks overnight can significantly enhance returns. Be An Ape Chart 3The BUZZ ETF Is Off To A Lackluster Start Fans of AMC often refer to themselves as “apes.” The moniker is fitting, if not ironic, given the tendency of meme investors to ape one another in their trading decisions. The VanEck Vectors Social Sentiment ETF (BUZZ) tries to get in front of the apes and other meme investors by buying stocks that are garnering increasing attention from social media, news articles, blog posts, and other sources. While it is too early to assess the value of this approach, it should be noted that the fund has lagged the S&P 500 for most of the time since its inception in March (Chart 3). A potentially more fruitful approach, and one that I myself have adopted, is to seek out meme stocks before they become meme stocks. For example, Cinemark (CNK) is the second biggest publicly-listed movie theater chain in the US. The share of its float sold short is almost identical to AMC’s. Yet, the Reddit crowd has largely ignored it. Could that change? Only time will tell. Don’t Get A Wedgie: How To Short Meme Stocks Safely While meme stocks can benefit from positive price momentum in the short term, it is at the expense of lower returns down the road. By any reasonable measure, the leading meme stocks are grossly overvalued. Knowing when a meme stock will fall back to earth is no easy task, however. The discussion in this report provides one avenue for short-term traders to mitigate risk: Short meme stocks only when price and volume are trending lower. The average daily return for GME and AMC was 11.0% and 13.9%, respectively, when both the prior day’s closing price and volume were above their 5-day moving averages, compared with -4.0% and -1.3%, respectively, when the price and volume were below their 5-day moving averages. With that in mind, we are opening a new tactical trade going short an equally-weighted basket of AMC and GME. The trade will only be active when the prior day’s closing price and volume are below their 5-day moving averages.2  Longer-term investors looking to short meme stocks without having to frequently open and close positions should consider using the “exponential” shorting technique discussed in a recent report. The technique flips the usual risk-reward trade-off from going short on its head. Rather than facing unlimited losses and a maximum gain of only 100% of the initial position, our shorting strategy caps the loss at 100% but allows for unlimited gains. Broad Market Implications As Chart 4 illustrates, the ups and downs of meme stocks have generally had little impact on the overall direction of the stock market. Nevertheless, growing interest in meme stocks is positive for equities over a medium-term horizon of about 12 months. This is because the meme stock phenomenon is drawing funds into the stock market, boosting prices and liquidity in the process. Chart 4Meme Stock Roller-Coaster: Little Impact On The Broader Market Chart 5Global Equity Risk Premium Remains Quite High   While the “stimmy” checks have already been deposited into brokerage accounts, their impact on the stock market will linger on. As we explained in Savings Gluts, Asset Shortages, And The 60/40 Split, retail investors who bid up the price of stocks will generally force institutional investors to sell their holdings.3 This will leave institutions with excess cash on hand – cash that they can deploy in other parts of the stock market. The resulting game of “hot potato” will only end when the value of the stock market rises by enough to ensure that all investors are happy with how much stock they own in relation to how much cash they hold. Given that the equity risk premium remains quite high, this dynamic likely has further to run (Chart 5). Disclosure: At the time of writing, I am personally long CNK and short AMC and GME. I previously held a short position in KOSS. Peter Berezin Chief Global Strategist pberezin@bcaresearch.com   Footnotes 1 HODL stands for “Hold On for Dear Life”. The term is widely used by traders on Wallstreetbets and other online forums. 2 The equal-weighted trade should be initiated if the conditions are met for either stock (GME, AMC) in the basket. The conditions are as follows: Both the price and volume should be below their 5-day moving average. The price and volume at the end of the day determine whether one enters the trade the next day or not. 3 An exception is when retail investors buy stock from the company itself, as has happened several times with meme stocks. Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores  

Highlights US labor-market disappointments notwithstanding, the global recovery being propelled by real GDP growth in the world's major economies is on track to be the strongest in 80 years. This growth will fuel commodity demand, which increasingly confronts tighter supply.  Higher commodity prices will ensue, and feed through to realized and expected inflation.  Manufacturers will continue to see higher input and output prices. Our modeling suggests the USD will weaken to end-2023; however, most of the move already has occurred.  Real US rates will remain subdued, as the Fed looks through PCE inflation rates above its 2% target and continues to focus on its full-employment mandate (Chart of the Week). Given these supportive inflation fundamentals, we remain long gold with a price target of $2,000/oz for this year.  We are upgrading silver to a strategic position, expecting a $30/oz price by year-end.  We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to steepen backwardations in forward curves, and long the Global Metals & Mining Producers ETF (PICK). Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. Feature The recovery of the global economy catalyzed by massive monetary accommodation and fiscal stimulus is on track to be the strongest in the past 80 years, according to the World Bank.1 The Bank revised its growth expectation for real GDP this year sharply higher – to 5.6% from its January estimate of 4.1%. For 2022, the rate of global real GDP growth is expected to slow to 4.3%, which is still significantly higher than the average 3% growth of 2018-19. DM economies are expected to grow at a 4% rate this year – double the average 2018-19 rate – while EM growth is expected to come in at 6% this year vs a 4.2% average for 2018-19. The big drivers of growth this year will be China, where the Bank expects an unleashing of pent-up demand to push real GDP up by 8.5%, and the US, where massive fiscal and monetary support will lift real GDP 6.8%. The Bank expects other DM economies will contribute to this growth, as well. Growth in EM economies will be supported by stronger demand and higher commodity prices, in the Bank's forecast. Commodity demand is recovering faster than commodity supply in the wake of this big-economy GDP recovery. As a result, manufacturers globally are seeing significant increases in input and output prices (Chart 2). Chart of the WeekUS Real Rates Continue To Languish Chart 2Global Manufacturers' Prices Moving Higher These price increases at the manufacturing level reflect the higher-price environment in global commodity markets, particularly in industrial commodities – i.e., bulks like iron ore and steel; base metals like copper and aluminum; and oil prices, which touch most processes involved in getting materials out of the ground and into factories before they make their way to consumers, who then drive to stores to pick up goods or have them delivered. Chart 3Commodity Price Increases Reflected in CPI Inflation Expectations These price pressures are being picked up in 5y5y CPI swaps markets, which are cointegrated with commodity prices (Chart 3). This also is showing up in shorter-tenor inflation gauges – monthly CPI and 2y CPI swaps. Oil prices, in particular, will be critical to the evolution of 5-year/5-year (5y5y) CPI swap rates, which are closely followed by fixed-income markets (Chart 4). Chart 4Oil Prices Are Key To 5Y5Y CPI Swap Rates Higher Gold Prices Expected CPI inflation expectations drive 5-year and 10-year real rates, which are important explanatory variables for gold prices (Chart 5).2 In addition, the massive monetary and fiscal policy out of the US also is driving expectations for a lower USD: Currency debasement fears are higher than they otherwise would be, given all the liquidity and stimulus sloshing around global markets, which also is bullish for gold (Chart 6). Chart 5Weaker Real Rates Bullish For Gold Chart 6Weaker USD Supports Gold All of these effects, particularly the inflationary impacts, are summarized in our fair-value gold model (Chart 7). At the beginning of 2021, our fair-value gold model indicated price would be closer to $2,005/oz, which was well above the actual gold price in January. Gold prices have remained below the fair value model since the beginning of 2021. The model explains gold prices using real rates, TWIB, US CPI and global economic policy uncertainty. Based on our modeling, we expect these variables to continue to be supportive of gold, bolstering our view the yellow metal will reach $2000/ oz this year. Unlike industrial commodities, gold prices are sensitive to speculative positioning and technical indicators. Our gold composite indicator shows that gold prices may be reflecting bullish sentiment. This sentiment likely reflects increasing inflation expectations, which we use as an explanatory variable for gold prices. The fact that gold is moving higher on sentiment is corroborated by the latest data point from Marketvane’s gold bullish consensus, which reported 72% of the traders expect prices to rise further (Chart 8). Chart 7BCAs Gold Fair-Value Model Supports 00/oz View Chart 8Sentiment Supports Oil Prices Investment Implications The massive monetary and fiscal stimulus that saw the global economy through the worst of the economic devastation of the COVID-19 pandemic is now bubbling through the real economy, and will, if the World Bank's assessment proves out, result in the strongest real GDP growth in 80 years. Liquidity remains abundant and interest rates – real and nominal – remain low. In its latest Global Economic Prospects, the Bank notes, " The literature generally suggests that monetary easing, both conventional and unconventional, typically boosts aggregate demand and inflation with a lag of 1-3 years …" The evidence for this is stronger for DM economies than EM; however, as the experience in China shows, scale matters. If the Bank's assessment is correct, the inflationary impulse from this stimulus should be apparent now – and it is – and will endure for another year or two. This stimulus has catalyzed organic growth and will continue to do so for years, particularly in economies pouring massive resources into renewable-energy generation and the infrastructure required to support it, a topic we have been writing about for some time.3 We remain long gold with a price target of $2,000/oz for this year. We are long silver on a tactical basis, but given our growth expectations, are upgrading this to a strategic position, expecting a $30/oz price by year-end. As we have noted in the past, silver is sensitive to all of the financial factors we consider when assessing gold markets, and it has a strong industrial component that accounts for more than half of its demand.4 Supportive fundamentals remain in place, with total supply (mine output and recycling) falling, demand rising and balances tightening (Chart 9). Worth noting is silver's supply is constrained because of underinvestment in copper production at the mine level, where silver is a by-product. On the demand side, continued recovery of industrial and consumer demand will keep silver prices well supported. In terms of broad commodity exposure, we remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to continue to draw down inventories – particularly in energy and metals markets – which will lead to steeper backwardations in forward curves. Backwardation is the source of roll-yields for long commodity index investments. Investors initially have a long exposure in deferred commodity futures contracts, which are then liquidated and re-established when these contracts become more prompt (i.e., closer to delivery). If the futures' forward curves are backwardated, investors essentially are buying the deferred contracts at a lower price than the price at which the position likely is liquidated. We also remain long the Global Metals & Mining Producers ETF (PICK), an equity vehicle that spans miners and traders; the longer discounting horizon of equity markets suits our view on metals. Chart 9Upgrading Silver To Strategic Position Chart 10Wider Vaccine Distribution Will Support Gold Demand Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. We expect the wider distribution of vaccines will become increasingly apparent during 2H21 and in 2022. This will be bullish for physical gold demand – particularly in China and India – which will add support for our gold position (Chart 10).       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 The US EIA expects Brent crude oil prices to fall to $60/bbl next year, given its call higher production from OPEC 2.0 and the US shales will outpace demand growth. The EIA expects global oil demand will average just under 98mm this year, or 5.4mm b/d above 2020 levels. For next year, the EIA is forecasting demand will grow 3.6mm b/d, averaging 101.3mm b/d. This is slightly less than the demand growth we expect next year – 101.65mm b/d. We are expecting 2022 Brent prices to average $73/bbl, and $78/bbl in 2023. We will be updating our oil balances and price forecasts in next week's publication. Base Metals: Bullish Pedro Castillo, the socialist candidate in Peru's presidential election, held on to a razor-thin lead in balloting as we went to press. Markets have been focused on the outcome of this election, as Castillo has campaigned on increasing taxes and royalties for mining companies operating in Peru, which accounts for ~10% of global copper production. The election results are likely to be contested by opposition candidate rival Keiko Fujimori, who has made unsubstantiated claims of fraud, according to reuters.com. Copper prices traded on either side of $4.50/lb on the CME/COMEX market as the election drama was unfolding (Chart 11). Precious Metals: Bullish As economies around the world reopen and growth rebounds, car manufacturing will revive. Stricter emissions regulations mean the demand for autocatalysts – hence platinum and palladium – will rise with the recovery in automobile production. Platinum is also used in the production of green hydrogen, making it an important metal for the shift to renewable energy. On the supply side, most platinum shafts in South Africa are back to pre-COVID-19 levels, according to Johnson Matthey, the metals refiner. As a result, supply from the world’s largest platinum producer will rebound by 40%, resulting in a surplus. South Africa accounts for ~ 70% of global platinum supply. The fact that an overwhelming majority of platinum comes from a nation which has had periodic electricity outages – the most recent one occurring a little more than a week ago – could pose a supply-side risk to this metal. This could introduce upside volatility to prices (Chart 12). Ags/Softs: Neutral As of 6 June, 90% of the US corn crop had emerged vs a five-year average of 82%; 72% of the crop was reported to be in good to excellent condition vs 75% at this time last year. Chart 11 Chart 12 Footnotes 1     Please see World Bank's Global Economic Prospects update, published June 8, 2021. 2     In fact, US Treasury Inflation-Indexed securities include the CPI-U as a factor in yield determination.  3    For our latest installment of this epic evolution, please see A Perfect Energy Storm On The Way, which we published last week.  It is available at ces.bcareserch.com. 4    Please see Higher Inflation Expectations Battle Lower Risk Premia In Gold Markets, which we published February 4, 2021. It is available at ces.bcareserch.com.     Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades