Chile

Executive Summary Chile: Stocks Rally When Inflation Rolls Over Chile: Stocks Rally When Inflation Rolls Over Chile: Stocks Rally When Inflation Rolls Over The Chilean economy is overheating. Headline and core inflation have more than doubled the central bank’s target and wage growth is surging. Odds are inflation will climb higher before falling. The central bank has no choice but to hike rates aggressively and slow the economy considerably to bring inflation within its target range. Provided the newly elected Congress is fragmented, president Boric will be compelled to negotiate and balance the interests of both the left- and right-wing factions. As a result, the outcome will be more balanced policies.  The only political risk emanates from the Constitutional Assembly veering too much to the left. Recommendation Inception Date Return Upgrade Chilean Equities To Neutral Within EM       March 14, 2022   Take Profits On Short CLP/Long USD Position                       March 25, 2021  7.6% Bottom Line: Chilean equities tend to rally only after core inflation rolls over and when the domestic yield curve is steepening. Neither of these two conditions are satisfied at the moment. Thereby we are upgrading Chilean stocks to neutral rather than overweight within an EM equity portfolio. We are also booking profits on our short CLP/long USD position. Feature Chart 1Chile: Inflation Is Out Of Control Chile: Inflation Is Out Of Control Chile: Inflation Is Out Of Control Inflation is out of control in Chile: headline and core CPI measures have more than doubled the central bank’s (CBoC) target of 3% +/-1%, and trimmed mean CPI is following suit (Chart 1). Given inflation in Chile is now genuine (more on this below) and is overshooting, monetary authorities have no choice but to slow the economy considerably for inflation to drop within the central bank’s target range. Hence, the central bank will continue to hike interest rates aggressively, which will ultimately lead to a growth slump. The implications for financial markets are mixed. On the one hand, the aggressive monetary tightening and an eventual economic downturn are negative for equities. On the other hand, Chilean equities are cheap, and political volatility has largely dissipated as president-elect Gabriel Boric has proven to be more pragmatic than markets had initially thought. All in all, we are upgrading our allocation to Chilean equities to neutral relative to the EM benchmark and are placing this bourse on an upgrade watchlist. We are also taking profits on our short CLP/long USD position. Overheating, Monetary Tightening And Downturn Aggressive fiscal and monetary stimulus during the pandemic have pushed the economy into overdrive. Domestic demand has recovered well above pre-pandemic levels, and various segments have expanded at double-digit rates (Chart 2). Particularly, the economy has entered a wage-inflation spiral. In the past 12 months, wage growth, while robust, has not kept pace with headline inflation, i.e., real wages have not risen (Chart 3, top two panels). Thus, employees will be demanding faster wage growth to offset their eroding purchasing power from last year and safeguard against rampant inflation going forward. Chart 2The Economy Is Overheating The Economy Is Overheating The Economy Is Overheating Chart 3The Labor Market Is Tight, Wages Will Accelerate The Labor Market Is Tight, Wages Will Accelerate The Labor Market Is Tight, Wages Will Accelerate   With a tight labor market (Chart 3, bottom panel) and sales booming, companies have little choice but to grant employees hefty wage increases. Wages rising faster than productivity will push up unit labor costs and squeeze corporate profit margins. Businesses faced with strong demand will raise their selling prices, unleashing a wage-inflation spiral. Chart 4Inflation Has Yet To Reach A Peak Inflation Has Yet To Reach A Peak Inflation Has Yet To Reach A Peak Our core CPI model shows inflation has yet to reach its peak (Chart 4). Further, the oil and wheat price shock emanating from the Ukrainian geopolitical conflict will push inflation upwards at the margin. The only way to stop this wage-inflation spiral and bring inflation down within the CBoC’s target range is to tighten policy substantially so the economy slows dramatically, companies’ pricing power is constrained and rising unemployment curbs wage pressures. The central bank appears ready to raise rates from 5.5% now to well over the upper limit of their policy rate corridor of 6.5-7%: Inflation expectations have reached their highest levels in a decade. Business inflation expectations for the next 12 months stand at 5.75% (Chart 5), and the bond market is pricing in 6% in the same period, well above the CBoC’s inflation target band of 3% +/-1%. Bank credit for both consumers and enterprises is booming, a sign that interest rates are too low. The new central bank governor Rosanna Costa is particularly determined to bring down inflation. Costa was appointed by leaving president Sebastián Piñera after Boric selected governor Mario Marcel as his finance minister. Costa is a close ally of Piñera and was deputy director of a conservative think tank before joining the CBoC’s board in 2017. She belongs to the camp of conservative orthodox economists and will not give in to pressure from the new government to tighten monetary policy gradually. Investors should expect hawkish monetary policy surprises from the new governor. Further, the new government will not curtail fiscal spending to rein in inflation, as the key policy proposal from Boric was to increase government spending on social programs. His government entered office on March 11. Finally, it seems that the Constituent Assembly is veering too much to the left in its draft of the new constitution. This could also fuel inflation expectations as such a leftward shift in Chile might be associated with higher price pressures. We elaborate on these topics below. The CBoC, headed by a conservative economist and being the guarantor of price stability, will respond by raising rates aggressively. Monetary authorities will hike rates considerably to bring inflation within the target range. The upshot is the economy will enter a major downturn. The 10-year/1-year yield curve has recently drastically inverted, signaling an economic downtrend ahead (Chart 6).  Chart 5Business Inflation Expectations Are Very High Business Inflation Expectations Are Very High Business Inflation Expectations Are Very High Chart 6An Inverted Yield Curve Foreshadows A Major Slowdown An Inverted Yield Curve Foreshadows A Major Slowdown An Inverted Yield Curve Foreshadows A Major Slowdown   Bottom Line: The Chilean economy is in classic overheating mode, and the central bank will tighten aggressively. The outcome will be a major growth deceleration toward the end of this year. A Word On Politics     While we argued in our previous reports  that Boric will win the elections and prove to be a pragmatic president, we did not upgrade our stance on Chilean financial markets back on December 15. Since winning the election, the president-elect has nominated a largely pragmatic cabinet, has chosen orthodox former CBoC governor Mario Marcel as his finance minister, and has pledged fiscal responsibility by keeping public debt under control and disallowing another round of pension fund withdrawals. Share prices and the peso have rallied on these developments despite the global equity riot. Thus, our political analysis has proven to be correct, yet our investment strategy has been wrong footed. We do not expect much market volatility to arise from the new government’s policies. Boric and his team have promised to increase fiscal expenditures on social programs, and intend to finance this bill by gradually raising taxes on the wealthiest Chileans and enacting a progressive tax on mining exports. The result will be somewhat but not overly expansionary fiscal policy. Further, the newly elected Congress is fragmented. Boric will therefore be compelled to negotiate and balance the interests of both the left- and right-wing factions. As a result, the outcome will be more balanced government policies.  The primary source of political volatility could come from the Constitutional Assembly, which is dominated by independent and left-wing representatives. There have recently been fears that the Assembly is becoming too radical, by going beyond expanding social rights and proposing nationalizing mining industries and prohibiting commodity extraction on indigenous lands. Nevertheless, it is important to note that the voting process on the new constitution should prevent any radical outcome. There will be a national vote by the second half of the year in which voters must choose between the new or old constitution. If the Constitutional Assembly veers too much to the left, voters will reject it and the previous one will remain in place. According to Cadem’s survey from March 6, 44% of Chileans support the new constitution, compared to 56% in January. This is in stark contrast to the overwhelming support of 78% it received last year in the national plebiscite.  All in all, the higher the risk that the new constitution becomes too radical, the higher the probability that it will be rejected by Chilean voters. This self-regulating process entails political volatility is likely but will be contained. On the whole, this could lead to a period of volatility in Chilean risk assets, but we will be looking to use that weakness to upgrade Chilean stocks to overweight. Investment Recommendations Chart 7Chilean Equities Are Inexpensive Chilean Equities Are Inexpensive Chilean Equities Are Inexpensive We recommend that investors upgrade Chilean equities to neutral within an EM equity portfolio. Chilean equities are cheap (Chart 7). Given that Boric’s pragmatic approach has largely dissipated political risks, an upgraded at least to neutral is warranted. To further lift this bourse to overweight, we need to see the following: 1. Inflation rollover: Chart 8 shows that Chilean equities tend to rally in absolute terms only after core inflation peaks. As we discussed above, inflation will not top out soon. In fact, share prices typically drop during the period of overheating when growth is robust, inflation is rising, and the central bank is tightening. This is because stocks are forward looking and struggle to rally due to the poor profit outlook. 2. Yield curve steepening: Share prices typically fall when the yield curve is flattening (Chart 9). The recent divergence between share prices and the yield curve is unsustainable. We think the yield curve will invert more as the CBoC hikes rates aggressively. This entails that share prices are at risk at the moment. Chart 9A Flattening Yield Curve Signals Equity Risks A Flattening Yield Curve Signals Equity Risks A Flattening Yield Curve Signals Equity Risks Chart 8Chile: Stocks Rally When Inflation Rolls Over Chile: Stocks Rally When Inflation Rolls Over Chile: Stocks Rally When Inflation Rolls Over               We are booking profits on our short CLP/ long USD position, which has generated a 7.6% return since March 25, 2021. Sharply rising interest rates amid still robust growth and high copper prices will put a floor under the currency. Fixed income investors should overweight Chile in both local currency bond and USD bond portfolios.   Juan Egaña Research Analyst juane@bcaresearch.com

Highlights Odds favor left-wing candidate Gabriel Boric to win the second round of this weekend’s presidential elections. If this scenario takes place, Chilean equities and the currency will sell off considerably. Nevertheless, once the dust settles, a buying opportunity might emerge in Chile. Political volatility will be contained and congress will push back on extreme policies. Feature Chart 1Chilean Stocks: New Lows Ahead? Chilean Stocks: New Lows Ahead? Chilean Stocks: New Lows Ahead? Since late 2019, we have been arguing that Chile will undergo a leftward shift in domestic politics and policies. Major outcomes of this transformation would entail permanently larger social spending and higher taxes for top earners and businesses. Gabriel Boric, the left-wing candidate in the presidential elections on December 19, represents this change. The opposing candidate, José Antonio Kast, embodies a conservative backlash against the country’s progressive wave of the last two years. Odds favor Boric’s victory in the second round of this weekend’s presidential elections. Chilean equities and the currency will sell off considerably if Boric wins, as we expect (Chart 1). Chart 2 shows that Boric has a comfortable lead of more than 10 percentage points over Kast based on the polling from local firms. The key reason that Boric will likely win the election, despite trailing Kast in the first round, is that he will attract centrist and undecided voters: As stated above, Boric’s policies largely represent protesters’ demands from the 2019-2020 uprisings: creating a public pension system, higher social spending on education and healthcare, and higher taxes for top earners and large corporations. The fact that Chile overwhelmingly voted for a new constitution earlier this year (at 78% of total votes) favors Boric over Kast. The country’s leftward shift in the past two years has its bases in Chile’s profound socioeconomic disparities. Chart 3 shows the shares of wages and profits in national income. Even compared to an unequal US, Chile’s income distribution is much more uneven. We elaborated on the underlying causes and structural reasons for the nationwide protests in our December 5, 2019 Special Report.    Chart 2 Chart 3The Wages-Profit Mix Is More Unequal In Chile Than In The US The Wages-Profit Mix Is More Unequal In Chile Than In The US The Wages-Profit Mix Is More Unequal In Chile Than In The US   Over the past few weeks, Boric has been distancing himself from the communist party and adopting more pragmatic policies. This includes condemning autocratic leftist regimes in Latin America and embracing a hardline stance against drug-related violence and illegal immigration/refugees.   Further, he has sought to calm the investor and business communities by signaling fiscal prudence in 2022. He has modified his economic plan to enact reforms – such as a higher minimum wage, increasing tax collection and raising taxes for high earners and mining companies – in a gradual manner over four years and has promised to stabilize the public debt-to-GDP by the end of his term. According to the latest polls from Cadem and Activa, centrist and independent voters prefer Boric over Kast by a margin of seven percentage points. This is critical as 66% of the electorate either identifies as being centrist or independent. This also means Boric can take a large share of the vote from Franco Parisi, an independent centrist presidential candidate who came in third in the first round with 13% of the vote (this compares with 28% for Kast and 26% for Boric). How Parisi’s first round votes are split will be critical to the outcome of the second round. The Cadem poll shows that 45% of Parisi’s base intends to vote for Boric, compared to just 18% for Kast. Hence, this supports Boric’s significant advantage over Kast in the second round. Further, Boric’s ideological base is larger than Kast’s: approximately 15.6% of voters identify with right or center right policies, and 18.8% identify with the left or center left. Critically, Boric leads Kast in three out of the top four key issues affecting voters: social rights (health, education and housing), pension reform and women’s inequality. Kast has projected himself as the candidate for economic growth. However, the latest poll from Cadem shows that 75% of businesses and 65% of individuals are satisfied or very satisfied with their economic situation, the highest level since 2017. This favors Boric’s agenda as voters are currently more concerned with income redistribution than with pro-growth policies. On the whole, Chilean share prices and the exchange rate are set to tumble as Boric emerges as the winner of the second round of presidential elections. The bounce in Chilean stocks following Kast’s lead over Boric in the first round has faded in the past weeks (Chart 1 above). Odds are that share prices and the peso will drop to new lows. Chilean equities will continue de-rating as Boric’s victory entails less business-friendly policies. Further, the peso will continue depreciating due to capital outflows from high-net worth individuals and businesses. In addition, business confidence will plummet, negatively affecting investment and hiring. Once the dust settles, however, a buying opportunity might emerge in Chile. We have long argued that Chile will shift to a welfare state model (as in Canada and Northern Europe) and not towards fiscal profligacy and heightened regulations like in neighboring Argentina. Boric’s latest shift to the center and the fragmented nature of congress (which will force negotiations and prevent extreme policy outcomes) corroborate this thesis.  Further, his election would ensure medium-term stability. Chile needs to undertake income and wealth redistribution policies now to prevent further political volatility and violence. If it fails to do so, the outcome could be more protests and heightened political volatility. Bottom Line: Prepare for a Boric win in the second round of the presidential elections, which will be negative for Chilean financial markets. That said, a major setback in Chile's risk assets will likely lead us to re-evaluate our stance on Chilean markets. Investment Recommendations For now, we recommend that investors continue underweighting Chilean equities within an EM portfolio. While Chilean stocks are somewhat cheap in absolute and relative terms according to the cyclically-adjusted P/E ratio (Chart 4), we will await a better entry point. We also reiterate our short CLP versus the US dollar position. The Chilean peso's valuation is neutral, not cheap (Chart 5). Additionally, besides political risk and domestic capital outflows, external factors such as a slowdown in China’s old economy (in the form of weaker copper prices) and a stronger dollar will be headwinds for the currency. Chart 4Chilean Equity Valuations Are Low, But Could Undershoot Chilean Equity Valuations Are Low, But Could Undershoot Chilean Equity Valuations Are Low, But Could Undershoot Chart 5The Chilean Peso's Valuation Is Neutral The Chilean Peso's Valuation Is Neutral The Chilean Peso's Valuation Is Neutral   In terms of local rates, we believe the central bank will continue its hiking cycle into the new year. Chile has been hit by its highest inflation prints in over a decade, with headline and core measures at 6.7% and 5.8% respectively (Chart 6, top panel). Further, nominal wage growth remains at a healthy 6%, the highest in over five years (Chart 6, bottom panel). Chart 6Chile: Inflation Must Be Curtailed With More Rate Hikes Chile: Inflation Must Be Curtailed With More Rate Hikes Chile: Inflation Must Be Curtailed With More Rate Hikes In addition, fiscal policy was among the most expansive in the EM space this year and bank credit is growing at a healthy pace. All in all, the central bank will continue pushing rates above the neutral range of 3.25%-3.75%. That being said, while we are betting on rising interest rates, we recommend that investors maintain a neutral allocation to domestic bonds and an overweight allocation to sovereign credit within their respective EM portfolios. Public debt remains at a minimal 33% of GDP, and while Boric is advocating for larger fiscal spending, he will encounter considerable pushback from congress. Besides, weak capital spending and hiring will cap inflationary pressures. Overall, Chilean local currency bonds might not underperform their EM peers substantially. Juan Egaña Research Analyst juane@bcaresearch.com

Dear Client, Next week, we will be sending you BCA Research’s Annual Outlook, featuring long-time BCA client Mr. X, who visits towards the end of each year to discuss the economic, financial and commodity market outlook for the year ahead. All the best, Bob Ryan Chief Commodity & Energy Strategist  Highlights Local politics in Chile and Peru will become critical to the global energy transition, particularly as regards the supply side of the most critical metal for this transition: copper. Chile's runoff elections next month will pit a former congressman portrayed as a hard-right candidate against a protest leader-turned-legislator in a battle for the presidency of a country that accounts for ~ 30% of global copper mining output. In Peru, which accounts for just over 10% of global copper production, the left-of-center administration indicated it will mediate talks to close two gold and silver mines, despite protests from its corporate owners. Tightly balanced supply-demand fundamentals will keep inventories of refined copper extremely low, which will slow the early-stage global transition to renewable power generation until these stocks can be replenished (Chart of the Week).  Chinese copper smelters reportedly are collaborating to move refined metal to LME-approved warehouses to restock depleted inventories.  While this could reduce backwardations in futures markets, it has not overly depressed flat-price levels, which are within ~ 7% of all-time highs of $4.78/lb ($10,533/MT) put up in May. Fundamentally, base metals – especially copper and aluminum – will remain tight, which supports our long positions in the S&P GSCI and the COMT ETF. Feature Despite a marked deceleration of growth in China brought on by fuel and power shortages, and a strong USD creating tighter financial conditions globally, copper prices – and base metals generally – remain well supported, even as speculative interest, for the most part, has waned this year (Chart 2). Chart of the WeekTight Copper Inventories Support Prices, Backwardation Tight Copper Inventories Support Prices, Backwardation Tight Copper Inventories Support Prices, Backwardation Chart 2Specs Back The Truck Up For Copper Spec Interest Wanes Specs Back The Truck Up For Copper Spec Interest Wanes Specs Back The Truck Up For Copper Spec Interest Wanes   Copper and the other metals are well bid because of tight fundamentals – the level of demand has been and remains above the level of supply globally (Chart3). This will continue to exert pressure on inventories and force a re-shuffling of stocks globally – likely from China bonded warehouses to the LME (Chart 4). The London Metal Exchange (LME) was forced to take extraordinary measures to maintain orderly markets and has prompted Chinese smelters to collaborate on shifting material to LME sheds in Asia.1 However, much more refined copper will have to be shipped to these sheds to keep markets from launching into another steep backwardation on the LME similar to last month's $1,100/MT first-to-third-month spread last month – an indication of desperation on the buy side. Chart 3Low Copper Stocks Will Persist Low Copper Stocks Will Persist Low Copper Stocks Will Persist That said, if the only thing that improves LME stocks is a re-shuffle from existing inventories, the net position of the world will largely remain unchanged over time. Demand will be met with inventory draw-downs, but supply will not have increased, which, at the end of the day, means markets will continue to tighten. Chart 4Globally, Exchange Warehouses Tighten Globally, Exchange Warehouses Tighten Globally, Exchange Warehouses Tighten Chile, Peru Politics Become Fundamental Geopolitics always is at the heart of commodity markets: Who's in power and the agendas being pursued matter so much, because, in many cases, unrefined exports of raw commodities sustain governments and important elements of economies in many states. This is becoming clear in Chile and Peru, two states with contestable elections, where the outcomes can profoundly affect the supply side of global fundamentals. Earlier this year, it looked like Chile's presidential and congressional elections would favor left-of-center candidates who did not campaign on market-oriented policies. National elections this past weekend resulted in a run-off that will be held 19 December, as neither the left- nor right-of-center candidates polled an absolute majority. Right-of-center candidates also polled unexpectedly well in congressional elections. This likely translates into something resembling the divided government in the US, which means neither side will be able to get all it wants through the legislature. In the lead-up to the Constitutional re-write expected following elections, the agendas of the left and right are markedly opposed. On the left, greater government involvement in the resources sector has been part of the campaigning, while on the right increased private investment in the stated-owned Codelco, the largest copper producer in the world, is advocated. Both sides also disagree on changes in taxes and royalties, which obviously is of great concern to investors and copper-market participants.2 Chile also is a world-class supplier of lithium, zinc, gold, silver and lead, so it's not just copper markets following developments there with concern. In Peru, the country's newly sworn-in prime minister said she is willing to broker talks on shutting down gold and silver mines in communities where residents have been protesting as soon as possible. This drew a heated reply from mining interests immediately. Peru is the second largest copper miner in the world behind Chile, and the treatment of the owner of the disputed gold and silver mines, Hochschild Mining, is being followed closely. Base and precious metals markets are being forced to factor in a new set of political dynamics, as local political tensions spill into the supply side, causing overall political uncertainty in critical mining states to increase. This will restrain investment, which bodes ill for the global renewable- energy transition. Copper Defies Stronger USD  Despite a stronger-than-expected USD this year – boosted most recently by the re-appointment of Jay Powell as Fed Chair and the elevation of Lael Brainard as Vice Chair – copper and base metals have held up well.3 Generally, a strong dollar is bearish for base metals prices (Chart 5), and copper especially (Chart 6). A stronger USD tightens global financial conditions, which, not unexpectedly, is bearish for copper; however, as Chart 7 shows, this effect also has been overcome by the tight copper fundamentals globally.4 We remain bearish the USD going into next year, in line with our colleagues at BCA's Foreign Exchange Strategy. Massive fiscal stimulus in the US in particular, along with continued monetary accommodation from the Fed to fund the deficits this will produce, is expected to weaken the dollar and boost trade. Chart 5Base Metals Defy Strong USD Base Metals Defy Strong USD Base Metals Defy Strong USD Chart 6Copper Defies USD Strength, Boosted By Cyclicals Performance Copper Defies USD Strength, Boosted By Cyclicals Performance Copper Defies USD Strength, Boosted By Cyclicals Performance Chart 7Copper Overcomes Tighter Global Financial Conditions Copper Overcomes Tighter Global Financial Conditions Copper Overcomes Tighter Global Financial Conditions In a recent simulation, we show a 10% fall in the USD and a 5% pick-up in EM imports, along with continued strong performance from cyclicals would lift copper prices to $5.30/lb on the CME Comex by year-end 2022, in our estimation (Chart 8). Chart 8Weaker USD, Stronger EM Imports, Cyclical Strength Would Booster Copper. Weaker USD, Stronger EM Imports, Cyclical Strength Would Booster Copper. Weaker USD, Stronger EM Imports, Cyclical Strength Would Booster Copper. Investment Implications Base metals markets, particularly copper, have withstood tightening financial conditions brought on by a strong USD, a sharp slowdown in Chinese growth brought on by an energy shortage and rising interest rates. This is largely due to extremely tight supply-demand fundamentals, which continue to keep global inventories under pressure. Copper, metals generally, and precious metals also will get a lift from local political tensions spilling into the supply side of markets as overall political uncertainty in critical mining states restrains investment. We remain long the S&P GSCI and the COMT ETF, anticipating higher copper prices and a return to steeper backwardation.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com   Commodities Round-Up Energy: Bullish Oil markets looked right through the announcement the US will tap its Strategic Petroleum Reserve (SPR) for 50mm barrels beginning next month, rallying 3.3% to $82.31/bbl by Tuesday's close following the announcement (Chart 9). Under a Congressionally mandated release, the 18mm barrels already authorized had been factored into market balances. The incremental 32mm barrels of crude oil being supplied to the market will be released to successful bidders between 16Dec21 and 30Apr22. These volumes will be repaid during US fiscal years 2022-24, with a volumetric premium added to the initial volume lifted by the successful bidders, which will be specified in the terms of the crude-oil loan. The US fiscal year begins on 1 October. The longer it takes to return the crude oil back to the SPR, the higher the premium volume of crude oil will be required, per the SPR's terms and conditions. The Biden administration succeeded in persuading the governments of China, India, Japan, South Korea and the UK to release unspecified volumes from their SPRs as well. Although volume commitments and release dates were not included in the press release from the White House some 20mm to 30mm barrels reportedly could be supplied from these SPRs. Precious Metals: Bullish Gold prices fell violently, and the US dollar rose following Jay Powell’s re-nomination to Fed chair (Chart 10). Markets assume the Fed will stay the course on its current monetary policy, as opposed to loosening further, which would have lifted gold prices on the back of higher inflation expectations. We believe interest rate hikes will not be brought forward unless inflation expectations become unhinged. In the short run, however, high fuel prices and logistical bottlenecks will continue to feed into higher inflation, implying the Fed will remain behind the curve. Both Powell and Lael Brainard, who was nominated as vice chair of the Fed, stressed vigilance against inflation. In his statement following Biden's decision to re-appoint him as Fed Chair, Powell noted: "Today, the economy is expanding at its fastest pace in many years, carrying the promise of a return to maximum employment. … We know that high inflation takes a toll on families, especially those less able to meet the higher costs of essentials like food, housing, and transportation. We will use our tools both to support the economy and a strong labor market, and to prevent higher inflation from becoming entrenched." Brainard's remarks struck a similar tone. Chart 9 Brent Prices Are Going Up... Brent Prices Are Going Up... Chart 10 ...As Well As Gold Prices ...As Well As Gold Prices   Footnotes 1     Please see Column: All eyes on China as LME copper spreads collapse: Andy Home, published by reuters.com 18 November 2021. 2     Please see Chile elections may impact a third of the world’s copper supply, published by mining.com on November 19, 2021.  3    Please see Precious Metals commentary in the Commodity Round-Up section. 4    The model shown in Chart 7 also includes iron ore and steel traded in China as explanatory variables.  It is noteworthy that copper prices remain resilient to a collapse in iron ore prices brought on by forced closures in China of steel mills to conserve coal and natural gas supplies for human-needs use going into what is expected to be a colder-than-normal winter on the back of a second La Niña in the Northern Hemisphere.  Please see our report published 30 September entitled La Niña And The Energy Transition for additional discussion.   Investment Views and Themes Strategic Recommendations

Highlights Gabriel Boric – a popular independent left-wing candidate – will likely win the presidential elections. Chile’s financial markets will remain very turbulent with a downward bias until the second voting round in mid-December. We are downgrading Chilean stocks to underweight within an EM equity portfolio. Continue shorting the peso versus the US dollar. Feature Chart 1Chile: Stock And Bond Prices Are Plunging Chile: Stock And Bond Prices Are Plunging Chile: Stock And Bond Prices Are Plunging Chilean financial markets have been clobbered ahead of the presidential and legislative elections taking place a month from now on November 21 (Chart 1). In case no presidential candidate wins more than half of all votes, a second round will ensue on December 19. Odds are rising that Gabriel Boric – a popular independent left-wing candidate – will win the presidential elections, albeit only in the second round. Hence, financial markets will remain very turbulent with a downward bias until the second round in mid-December. The odds of Boric winning the presidency have increased in the past couple of weeks. This is mainly due to a scandal hitting the leading center-right candidate Sebastián Sichel, as it was revealed that he withdrew funds from his pension savings. He lost credibility in the eyes of voters as he had been opposing further pension withdrawals. This has inadvertently increased support for far-right candidate José Antonio Kast, who favors extreme conservative economic and social policies. Faced with the choice between the extreme right and the left, voters will most likely go for the latter. Further, given Boric’s track record as an independent and pragmatic dealmaker, he will appeal to centrist voters during the second-round runoff. We believe Boric will win the election as his policy proposals are broadly in line with protester demands from 2019: higher public spending on education and health, public pension reform, and increased tax collection from wealthy individuals and corporations. Further, he will use the fact that he beat communist Daniel Jadue in the primaries and that he opposes socialist autocratic regimes in Latin America to help him gain centrist voters in the second round. Nevertheless, this impending shift to the left in macro policies has scared local and foreign investors. There has been a crash in Chilean fixed-income markets with 5-year and 10-year bond yields surging by 450 and 410 basis points, respectively, since February of this year (Chart 1, bottom panel). Chart 2Chile's Central Bank Will Hike Rates More Chile's Central Bank Will Hike Rates More Chile's Central Bank Will Hike Rates More Further, headline and core inflation have surged above the central bank’s target range and wages have been accelerating (Chart 2).  The central bank will therefore hike rates by another 125 basis points so that the policy rate reaches at least 4% by the end of the year, slightly above its neutral policy range of 3.25-3.75%. Withdrawals from private pension funds are also putting upward pressure on local bond yields. Private pension funds owned 54% of outstanding domestic government bonds in Q2 2020 and 45% at the end of Q2 2021. Both expected withdrawals and massive losses are forcing them to reduce their bond holdings. High interest rates are in turn producing a derating of the equity market (Chart 3). Rising borrowing costs will also lead to a slowdown in the economy. Besides, the 2022 approved government budget entails a major fiscal drag. The new president takes office only in March 2022, so fiscal easing is not expected until then. Importantly, business confidence will dampen as the business community realizes that the shift to the left is unavoidable. This will derail investment and hiring for now. Concerning the exchange rate, the peso has been depreciating despite high copper prices (Chart 4). The currency will continue depreciating due to capital outflows, especially from locals. High net worth individuals will continue expatriating capital for now as Boric is advocating higher taxes for such individuals. Chart 3Rising Rates Are Headwinds For Stocks Rising Rates Are Headwinds For Stocks Rising Rates Are Headwinds For Stocks Chart 4The CLP Has Decoupled From Copper Prices The CLP Has Decoupled From Copper Prices The CLP Has Decoupled From Copper Prices We are downgrading Chilean stocks from overweight to underweight and reiterate our short recommendation in the Chilean peso versus the US dollar. We argued that Chile would shift to the left in our December 2019 Special Report, and downgraded this bourse to underweight in July of last year on the back of further political volatility. However, we decided to upgrade this market to overweight in May 20th of this year. Our primary assumption has been that the nation is undergoing a major shift of policies from neoliberalism to the left. However, we did not foresee that this transition could so fiercely affect share prices given that their relative valuations to the EM equity benchmark were already attractive early this year. All that said, we maintain our view that such a shift to the left is not necessarily devastating for the country in the long run. Chile is not set to become Argentina or Venezuela. Boric is advocating for a larger role of the state in the economy, but not in the form of price and currency controls or nationalizations. Instead, he is proposing higher public spending on social programs and increasing the tax burden on the rich. Overall, we believe that this election and the new constitution will pivot Chile’s social and economic model into that of a Welfare State (akin to Canada and Scandinavia) and not into a full-blown socialist model. Chart 5The Wages-Profit Mix Is More Unequal In Chile Than In The US The Wages-Profit Mix Is More Unequal In Chile Than In The US The Wages-Profit Mix Is More Unequal In Chile Than In The US Chart 5 shows that Chile has been a very unequal society – much more so than the US. Hence, neoliberal policies have become very unpopular and thereby unsustainable. If Chile does not undertake income and wealth redistribution policies now, the outlook will be heightened protests and violence, and the ultimate outcome could be a more radical shift to the left entailing nationalizations. Bottom Line: Downgrade Chilean stocks from overweight to underweight within an EM equity portfolio. Continue shorting the peso versus the US dollar.   Juan Egaña Research Analyst juane@bcaresearch.com Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com

Highlights The US Climate Prediction Center gives ~ 70% odds another La Niña will form in the August – October interval and will continue through winter 2021-22. This will be a second-year La Niña if it forms, and will raise the odds of a repeat of last winter's cold weather in the Northern Hemisphere.1 Europe's natural-gas inventory build ahead of the coming winter remains erratic, particularly as Russian flows via Ukraine to the EU have been reduced this year. Russia's Nord Stream 2 could be online by November, but inventories will still be low. China, Japan, South Korea and India  – the four top LNG consumers in Asia  – took in 155 Bcf of the fuel in June. A colder-than-normal winter would boost demand. Higher prices are likely in Europe and Asia (Chart of the Week). US storage levels will be lower going into winter, as power generation demand remains stout, and the lingering effects from Hurricane Ida reduce supplies available for inventory injections. Despite spot prices trading ~ $1.30/MMBtu above last winter's highs – currently ~ $4.60/MMBtu – we are going long 1Q22 NYMEX $5.00/MMBtu natgas calls vs short NYMEX $5.50/MMBtu natgas calls expecting even higher prices. Feature Last winter's La Niña was a doozy. It brought extreme cold to Asia, North America and Europe, which pulled natural gas storage levels sharply lower and drove prices sharply higher as the Chart of the Week shows. Natgas storage in the US and Europe will be tight going into this winter (Chart 2). Europe's La Niña lingered a while into Spring, keeping temps low and space-heating demand high, which delayed the start of re-building inventory for the coming winter.  In the US, cold temps in the Midwest hampered production, boosted demand and caused inventory to draw hard. Chart of the WeekA Return Of La Niña Could Boost Global Natgas Prices A Return Of La Niña Could Boost Global Natgas Prices A Return Of La Niña Could Boost Global Natgas Prices Chart 2Europe, US Gas Stocks Will Be Tight This Winter NatGas: Winter Is Coming NatGas: Winter Is Coming Summer in the US also produced strong natgas demand, particularly out West, as power generators eschewed coal in favor of gas to meet stronger air-conditioning demand. This is partly due to the closing of coal-fired units, leaving more of the load to be picked up by gas-fired generation (Chart 3). The EIA estimates natgas consumption in July was up ~ 4 Bcf/d to just under 76 Bcf/d. Hurricane Ida took ~ 1 bcf/d of demand out of the market, which was less than the ~ 2 Bcf/d hit to US Gulf supply resulting from the storm.  As a result, prices were pushed higher at the margin. Chart 3Generators Prefer Gas To Coal NatGas: Winter Is Coming NatGas: Winter Is Coming US natgas exports (pipeline and LNG) also were strong, at 18.2 Bcf/d in July (Chart 4). We expect US LNG exports, in particular, to resume growth as the world recovers from the COVID-19 pandemic (Chart 5). This strong demand and exports, coupled with slightly lower supply from the Lower 48 states – estimated at ~ 98 Bcf/d by the EIA for July (Chart 6) – pushed prices up by 18% from June to July, "the largest month-on-month percentage change for June to July since 2012, when the price increased 20.3%" according to the EIA. Chart 4US Natgas Exports Remain Strong US Natgas Exports Remain Strong US Natgas Exports Remain Strong Chart 5US LNG Exports Will Resume Growth NatGas: Winter Is Coming NatGas: Winter Is Coming Chart 6US Lower 48 Natgas Production Recovering US Lower 48 Natgas Production Recovering US Lower 48 Natgas Production Recovering Elsewhere in the Americas, Brazil has been a strong bid for US LNG – accounting for 32.3 Bcf of demand in  June – as hydroelectric generation flags due to the prolonged drought in the country. In Asia, demand for LNG remains strong, with the four top consumers – China, Japan, South Korea, and India – taking in 155 Bcf in June, according to the EIA. Gas Infrastructure Ex-US Remains Challenged A combination of extreme cold weather in Northeast Asia, and a lack of gas storage infrastructure in Asia generally, along with shipping constraints and supply issues at LNG export facilities, led to the Asian natural gas price spike in mid-January.2 Very cold weather in Northeast Asia, drove up LNG demand during the winter months. In China, LNG imports for the month of January rose by ~ 53% y-o-y (Chart 7).3 The increase in imports from Asia coincided with issues at major export plants in Australia, Norway and Qatar during that period. Chart 7China's US LNG Exports Surged Last Winter, And Remain Stout Over The Summer NatGas: Winter Is Coming NatGas: Winter Is Coming Substantially higher JKM (Japan-Korea Marker) prices incentivized US exporters to divert LNG cargoes from Europe to Asia last winter. The longer roundtrip times to deliver LNG from the US to Asia – instead of Europe – resulted in a reduction of shipping capacity, which ended up compounding market tightness in Europe. Europe dealt with the switch by drawing ~ 18 bcm more from their storage vs. the previous year, across the November to January period. Countries in Asia - most notably Japan – however, do not have robust natural gas storage facilities, further contributing to price volatility, especially in extreme weather events. These storage constraints remain in place going into the coming winter. In addition, there is a high probability the global weather pattern responsible for the cold spells around the globe that triggered price spikes in key markets globally – i.e., a second La Niña event – will return. A Second-Year La Niña  Event The price spikes and logistical challenges of last winter were the result of atmospheric circulation anomalies that were bolstered by a La Niña event that began in mid-2020.4 The La Niña is characterized by colder sea-surface temperatures that develops over the Pacific equator, which displaces atmospheric and wind circulation and leads to colder temperatures in the Northern Hemisphere (Map 1). Map 1La Niña Raises The Odds Of Colder Temps NatGas: Winter Is Coming NatGas: Winter Is Coming The IEA notes last winter started off without any exceptional deviations from an average early winter, but as the new year opened "natural gas markets experienced severe supply-demand tensions in the opening weeks of 2021, with extremely cold temperature episodes sending spot prices to record levels."5 In its most recent ENSO update, the US Climate Prediction Center raised the odds of another La Niña event for this winter to 70% this month. If similar conditions to those of the 2020-21 winter emerge, US and European inventories could be stretched even thinner than last year, as space-heating demand competes with industrial and commercial demand resulting from the economic recovery. Global Natgas Supplies Will Stay Tight JKM prices and TTF (Dutch Title Transfer Facility) prices are likely to remain elevated going into winter, as seen in the Chart of the Week. Fundamentals have kept markets tight so far. Uncertain Russian supply to Europe will raise the price of the European gas index (TTF). This, along with strong Asian demand, particularly from China, will keep JKM prices high (Chart 8). The global economic recovery is the main short-term driver of higher natgas demand, with China leading the way. For the longer-term, natural gas is considered as the ideal transition fuel to green energy, as it emits less carbon than other fossil fuels. For this reason, demand is expected to grow by 3.4% per annum until 2035, and reach peak consumption later than other fossil fuels, according to McKinsey.6 Chart 8BCAs Brent Forecast Points To Higher JKM Prices BCAs Brent Forecast Points To Higher JKM Prices BCAs Brent Forecast Points To Higher JKM Prices Spillovers from the European natural gas market impact Asian markets, as was demonstrated last winter. Russian supply to Europe – where inventories are at their lowest level in a decade – has dropped over the last few months. This could either be the result of Russia's attempts to support its case for finishing Nord Stream 2 and getting it running as soon as possible, or because it is physically unable to supply natural gas.7 A fire at a condensate plant in Siberia at the beginning of August supports the latter conjecture. The reduced supply from Russia, comes at a time when EU carbon permit prices have been consistently breaking records, making the cost of natural gas competitive compared to more heavy carbon emitting fossil fuels – e.g., coal and oil – despite record breaking prices. With Europe beginning the winter season with significantly lower stock levels vs. previous years, TTF prices will remain volatile. This, and strong demand from China, will support JKM prices. Investment Implications Natural gas prices are elevated, with spot NYMEX futures trading ~ $1.30/MMBtu above last winter's highs – currently ~ $4.60/MMBtu. Our analysis indicates prices are justifiably high, and could – with the slightest unexpected news – move sharply higher. Because natgas is, at the end of the day, a weather market, we favor low-cost/low-risk exposures. In the current market, we recommend going long 1Q22 NYMEX $5.00/MMBtu natgas calls vs short NYMEX $5.50/MMBtu natgas calls expecting even higher prices. This is the trade we recommended on 8 April 2021, at a lower level, which was stopped out on 12 August 2021 with a gain of 188%.   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 Earlier this week, Saudi Aramco lowered its official selling price (OSP) by more than was expected – lowering its premium to the regional benchmark to $1.30/bbl from $1.70/bbl – in what media reports based on interviews with oil traders suggest is an attempt to win back customers electing not to take volumes under long-term contracts. This is a marginal adjustment by Aramco, but still significant, as it shows the company will continue to defend its market share. Pricing to Northwest Europe and the US markets is unchanged. Aramco's majority shareholder, the Kingdom of Saudi Arabia (KSA), is the putative leader of OPEC 2.0 (aka, OPEC+) along with Russia. The producer coalition is in the process of returning 400k b/d to the market every month until it has restored the 5.8mm b/d of production it took off the market to support prices during the COVID-19 pandemic. We expect Brent crude oil prices to average $70/bbl in 2H21, $73/bbl in 2022 and $80/bbl in 2023. Base Metals: Bullish Political uncertainty in Guinea caused aluminum prices to rise to more than a 10-year high this week (Chart 9). A coup in the world’s second largest exporter of bauxite – the main ore source for aluminum – began on Sunday, rattling aluminum markets. While iron ore prices rebounded primarily on the record value of Chinese imports in August, the coup in Guinea – which has the highest level of iron ore reserves – could have also raised questions about supply certainty. This will contribute to iron-ore price volatility. However, we do not believe the coup will impact the supply of commodities as much as markets are factoring, as coup leaders in commodity-exporting countries typically want to keep their source of income intact and functioning. Precious Metals: Bullish Gold settled at a one-month high last Friday, when the US Bureau of Labor Statistics released the August jobs report. The rise in payrolls data was well below analysts’ estimates, and was the lowest gain in seven months. The yellow metal rose on this news as the weak employment data eased fears about Fed tapering, and refocused markets on COVID-19 and the delta variant. Since then, however, the yellow metal has not been able to consolidate gains. After falling to a more than one-month low on Friday, the US dollar rose on Tuesday, weighing on gold prices (Chart 10). Chart 9 Aluminum Prices Recovering Aluminum Prices Recovering Chart 10 Weaker USD Supports Gold Weaker USD Supports Gold       Footnotes 1      Please see the US Climate Prediction Center's ENSO: Recent Evolution, Current Status and Predictions report published on September 6, 2021. 2     Please see Asia LNG Price Spike: Perfect Storm or Structural Failure? Published by Oxford Institute for Energy Studies. 3     Since China LNG import data were reported as a combined January and February value in 2020, we halved the combined value to get the January 2020 amount. 4     Please see The 2020/21 Extremely Cold Winter in China Influenced by the Synergistic Effect of La Niña and Warm Arctic by Zheng, F., and Coauthors (2021), published in Advances in Atmospheric Sciences. 5     Please see the IEA's Gas Market Report, Q2-2021 published in April 2021. 6     Please see Global gas outlook to 2050 | McKinsey on February 26, 2021. 7     Please see ICIS Analyst View: Gazprom’s inability to supply or unwillingness to deliver? published on August 13, 2021.   Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights The US government issued its first-ever water-shortage declaration for the Colorado River basin in August, due to historically low water levels at the major reservoirs fed by the river (Chart of the Week). The drought producing the water shortage was connected to climate change by US officials.1 Globally, climate-change remediation efforts – e.g., carbon taxes – likely will create exogenous shocks similar to the oil-price shock of the 1970s. Remedial efforts will compete with redressing chronic underfunding of infrastructure. The US water supply infrastructure, for example, faces an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging plants and equipment, based on an analysis by the American Society of Civil Engineers (ASCE).  This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists. Fluctuating weather and the increasing prevalence of droughts and floods will increase volatility in markets such as agriculture which rely on stable climate and precipitation patterns.We are getting long the FIW ETF at tonight's close. The ETF tracks the performance of equities in the ISE Clean Edge Water Index, which covers firms providing potable water and wastewater treatment technologies and services. This is a strategic recommendation. Feature A decades-long drought in the US Southwest linked by US officials to climate change will result in further water rationing in the region. The drought has reduced total Colorado River system water-storage levels to 40% of capacity – vs. 49% at the same time last year. It has drawn attention to the impact of climate change on daily life, and the acute need for remediation efforts. The US Southwest is a desert. Droughts and low water availability are facts of life in the region. The current drought began in 2012, and is forcing federal, state, and local governments to take unprecedented conservation measures. The first-ever water-shortage declaration by the US Bureau of Reclamation sets in motion remedial measures that will reduce water availability in the Lower Colorado basin starting in October (Map 1). Chart 1Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Map 1Colorado River Basin Investing In Water Supply Investing In Water Supply The two largest reservoirs in the US – Lake Powell and Lake Meade, part of the massive engineering projects along the Colorado – began in the 1930s and now supply water to 40mm people in the US Southwest. Half of those people get their water from Lake Powell. Emergency rationing began in August, primarily affecting Arizona, but will be extended to the region later in the year. Lake Powell is used to hold run-off from the upper basin of the Colorado River from Colorado, New Mexico, Utah and Wyoming. Water from Powell is sent south to supply the lower-basin states of California, Arizona, and Nevada. Reduced snowpack due to weather shifts caused by climate change has reduced water levels in Powell, while falling soil-moisture levels and higher evaporation rates, contribute to the acceleration of droughts and their persistence down-river. Chart 2Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Steadily increasing demand for water from agriculture, energy production and human activity brought on by population growth and holiday-makers have made the current drought exceptional (Chart 2). Most of the Southwest has been "abnormally dry or even drier" during 2002-05 and from 2012-20, according to the US EPA. According to data from the National Oceanic and Atmospheric Administration, most of the US Southwest was also warmer than the 1981 – 2010 average temperature during July (Map 2). The Colorado River Compact of 1922 governing the water-sharing rights of the river expires in 2026. Negotiations on the new treaties already have begun, as the seven states in the Colorado basin sort out their rights alongside huge agricultural  interest, native American tribes, Mexico, and fast-growing urban centers like Las Vegas. Map 2Most Of The US Southwest Is Warmer Than Average Investing In Water Supply Investing In Water Supply Global Water Emergency States around the globe are dealing with water crises as a result of climate change. "From Yemen to India, and parts of Central America to the African Sahel, about a quarter of the world's people face extreme water shortages that are fueling conflict, social unrest and migration," according to the World Economic Forum. Droughts, and more generally, changing weather patterns will make agricultural markets more volatile. Food production shortages due to unpredictable weather are compounding lingering pandemic related supply chain disruptions, leading to higher food prices (Chart 3). This could also fuel social unrest and political uncertainty. Floods in China’s Henan province - a key agriculture and pork region - inundated farms. Drought and extreme heat in North America are destroying crops in parts of Canada and the US. While flooding in July damaged Europe’s crops, the continent’s main medium-term risk, will be water scarcity.2  Droughts and extreme weather in Brazil have deep implications for agricultural markets, given the variety and quantity of products it exports. Water scarcity and an unusual succession of polar air masses caused coffee prices to rise earlier this year (Chart 4). The country is suffering from what national government agencies consider the worst drought in nearly a century. According to data from the NASA Earth Observatory, many of the agricultural states in Brazil saw more water evaporate from the ground and plants’ leaves than during normal conditions (Map 3). Chart 3The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High Chart 4Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Map 3Brazil Is Suffering From Its Worst Drought In Nearly A Century Investing In Water Supply Investing In Water Supply Agriculture itself could be part of a longer-term and irreversible problem – i.e. desertification. Irrigation required for modern day farming drains aquifers and leads to soil erosion. According to the EU, nearly a quarter of Spain’s aquifers are exploited, with agricultural states, such as Andalusia consuming 80% of the state’s total water. Irrigation intensive farming, the possibility of higher global temperatures and the increased prevalence of droughts and forest fires are conducive to soil infertility and subsequent desertification. This is a global phenomenon, with the crisis graver still in north Africa, Mozambique and Palestinian regions. Changing weather patterns could also impact the production of non-agricultural goods and services. One such instance is semiconductors, which are used in machines and devices spanning cars to mobile phones. Taiwan, home to the Taiwan Semiconductor Manufacturing Company – the world’s largest contract chipmaker - suffered from a severe drought earlier this year (Chart 5). While the drought did not seriously disrupt chipmaking, in an already tight market, the event did bring the issue of the impact of water shortages on semiconductor manufacturing to the fore. According to Sustainalytics, a typical chipmaking plant uses 2 to 4 million gallons of water per day to clean semiconductors. While wet weather has returned to Taiwan, relying on rainfall and typhoons to satisfy the chipmaking sector’s water needs going forward could lead to volatility in these markets. Chart 5Taiwan Faced Its Worst Drought In History Earlier This Year Investing In Water Supply Investing In Water Supply Climate Change As A Macro Factor The scale of remediating existing environmental damage to the planet and the cost of investing in the technology required to sustain development and growth will be daunting. Unfortunately, there is not a great deal of research looking into how much of a cost households, firms and governments will incur on these fronts. Estimates of the actual price of CO2 – the policy variable most governments and policymakers focus on – range from as little as $1.30/ton to as much as $13/ton, according to the Peterson Institute for International Economics.3 PIIE's Jean Pisani-Ferry estimates the true cost is around $10/ton presently, after accounting for a lack of full reporting on costs and subsidies that reduce carbon costs. The cost of carbon likely will have to increase by an order of magnitude – to $130/ton or more over the next decade – to incentivize the necessary investment in technology required to deal with climate change and to sufficiently induce, via prices, behavioral adaptations by consumers at all levels. The PIIE notes, "… the accelerated pace of climate change and the magnitude of the effort involved in decarbonizing the economy, while at the same time investing in adaptation, the transition to net zero is likely to involve, over a 30-year period, major shifts in growth patterns." These are early days for assessing the costs and global macro effects of decarbonization. However, PIIE notes, these costs can be expected to "include a significant negative supply shock, an investment surge sizable enough to affect the global equilibrium interest rate, large adverse consumer welfare effects, distributional shifts, and substantial pressure on public finances." Much of the investment required to address climate change will be concentrated on commodity markets. Underlying structural issues, such as lack of investment in expanding supplies of metals and hydrocarbons required during the transition to net-zero CO2 emissions, will impart an upward bias to base metals, oil and natural gas prices over the next decade. We remain bullish industrial commodities broadly, as a result. Investment Implications Massive investment in infrastructure will be needed to address emerging water crises around the world. The American Society of Civil Engineers (ASCE) projects an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging water infrastructure in the US alone. This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists.4 At tonight's close we will be getting long the FIW ETF, which is focused on US-based firms providing potable water and wastewater treatment services. This ETF provides direct investment exposure to water remediation efforts and needed infrastructure modernization in the US. We also remain long commodity index exposure – the S&P GSCI and the COMT ETF – as a way to retain exposure to the higher commodity-price volatility that climate change will create in grain and food markets. This volatility will keep the balance of price risks to the upside.   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 Hurricane Ida shut in ~ 96% of total US Gulf of Mexico (GoM) oil production. Colonial Pipeline, a major refined product artery for the US South and East coast closed a few of its lines due to the hurricane but has restarted operations since then. Since the share of US crude oil from this region has fallen, WTI and RBOB gasoline prices have only marginally increased, despite virtually zero crude oil production from the GoM (Chart 6). Prices are, however, likely to remain volatile, as energy producers in the region check for damage to infrastructure. Power outages and a pause in refining activity in the region will also feed price volatility over the coming weeks. Despite raising the 2022 demand forecast and pressure from the US, OPEC 2.0 stuck to its 400k b/d per month production hike in its meeting on Wednesday.     Base Metals: Bullish A bill to increase the amount of royalties payable by copper miners in Chile was passed in the senate mining committee on Tuesday. As per the bill, taxes will be commensurate with the value of the red metal. If the bill is passed in its current format, it will disincentivize further private mining investments in the nation, warned Diego Hernandez, President of the National Society of Mining (SONAMI). Amid a prolonged drought in Chile during July, the government has outlined a plan for miners to cut water consumption from natural sources by 2050. Increased union bargaining power - due to higher copper prices -, a bill that will increase mining royalties, and environmental regulation, are putting pressure on miners in the world’s largest copper producing nation.   Precious Metals: Bullish Jay Powell’s dovish remarks at the Jackson Hole Symposium were bullish for gold prices. The chairman of the US Central Bank stated the possibility of tapering asset purchases before the end of 2021 but did not provide a timeline. Powell reiterated the absence of a mechanical relationship between tapering and an interest rate hike. Raising interest rates is contingent on factors, such as the prevalence of COVID, inflation and employment levels in the US. The fact that the US economy is not close to reaching the maximum employment level, according to Powell, could keep interest rates lower for longer, supporting gold prices (Chart 7). Ags/Softs: Neutral The USDA crop Progress Report for the week ending August 29th reported 60% of the corn crop was good to excellent quality, marginally down by 2% vs comparable dates in 2020. Soybean crop quality on the other hand was down 11% from a year ago and was recorded at  56%. Chart 6 Investing In Water Supply Investing In Water Supply Chart 7 Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold     Footnotes 1     Please see Reclamation announces 2022 operating conditions for Lake Powell and Lake Mead; Historic Drought Impacting Entire Colorado River Basin. Released by the US Bureau of Reclamation on August 16, 2021. 2     Please refer to Water stress is the main medium-term climate risk for Europe’s biggest economies, S&P Global, published on August 13, 2021. 3    Please see 21-20 Climate Policy is Macroeconomic Policy, and the Implications Will Be Significant by Jean Pisani-Ferry, which was published in August 2021.  4    Please see The Economic Benefits of Investing in Water Infrastructure, published by the ASCE and The Value of Water Campaign on August 26, 2020.   Investment Views and Themes Recommendations Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights Going into the new crop year, we expect the course of the broad trade-weighted USD to dictate the path taken by grain and bean prices (Chart of the Week). Higher corn stocks in the coming crop year, flat wheat stocks and lower rice stocks will leave grain markets mostly balanced vs the current crop year.  Soybean stocks and carryover estimates from the USDA and International Grains Council (IGC) are essentially unchanged year-on-year (y/y). In the IGC's estimates, changes in production, trade, and consumption for the major grains and beans largely offset each other, leaving carryovers unchanged. Supply-demand fundamentals leave our outlook for grains and beans neutral.  This does not weaken our conviction that continued global weather volatility will tip the balance of price risk in grains and beans over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. We believe positioning for higher-volatility weather events and a lower US dollar is best done with index products like the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation.  Feature Chart of the WeekUSD Will Drive Global Grain Markets USD Will Drive Global Grain Markets USD Will Drive Global Grain Markets Chart 2Opening, Closing Grain Stocks Will Be Largely Unchanged Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Going into the new crop year, opening and closing stocks are expected to remain flat overall vs the current crop years, with changes in production and consumption largely offsetting each other in grain and bean markets (Chart 2).1 This will leave overall prices a function of weather – which no one can predict – and the path taken by the USD over the coming year. The IGC's forecast calls for mostly unchanged production and consumption for grains and beans globally, with trade volumes mostly flat y/y. This leaves global end-of-crop-year carryover stocks essentially unchanged at 594mm tons. The USDA expects wheat ending stocks at the end of the '21/22 crop year up a slight 0.5%; rice down ~ 4.5%, and corn up ~ 4%. Below we go through each of the grain and bean fundamentals, and assess the impact of COVID-19 on global trade in these commodities. We then summarize our overall view for the grain and bean complex, and our positioning recommendations. Rice The IGC forecasts higher global rice production and consumption, and, since they expect both to change roughly by the same amount, ending stocks are projected to remain unchanged in the '21/22 crop year relative to the current year (Chart 3). The USDA, on the other hand, is expecting global production to increase by ~ 1mm MT in the new crop year, with consumption increasing by ~ 8mm MT. This leaves ending inventories for the new crop year just under 8mm MT below '20/21 ending stocks, or 4.5%. Chart 3Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Corn The IGC forecasts global corn production will rise 6.5% to a record high in the '21/22 crop year, while global consumption is expected to increase 3.6%. Trade volumes are expected to fall ~ 4.2%, leaving global carryover stocks roughly unchanged (Chart 4). In the USDA's modelling, global production is expected to rise 6.6% in the '21/22 crop year to 1,195mm MT, while consumption is projected to rise ~ 2.4% to 1,172mm MT. The Department expects ending balances to increase ~ 11mm MT, ending next year at 291.2mm MT, or just over 4% higher. Chart 4Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Wheat The IGC forecasts global wheat production in the current crop year will increase by ~ 16mm MT y/y, which will be a record if realized. Consumption is expected to rise 17mm MT, with trade roughly unchanged. This leaves expected carryover largely unchanged at ~ 280mm MT globally (Chart 5). The USDA's forecast largely agrees with the IGC's in its ending-stocks assessment for the new crop year. Global wheat production is expected to increase 16.6mm MT y/y in '21/22, and consumption will rise ~ 13mm MT, or 1.7% y/y. Ending stocks for the new crop year are expected to come in at just under 292mm MT, or 0.5% higher. Chart 5Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Soybeans Both the IGC and USDA expect increases in soybean ending stocks for the '21/22 crop year. However, the USDA’s estimates for ending stocks are nearly double the IGC projections.2 We use the IGC's estimates in Chart 6 to depicts balances. USDA - 2021/22 global soybean ending stocks are set to increase by ~3 mm MT to 94.5 mm MT, as higher stocks from Brazil and Argentina are partly offset by lower Chinese inventories. US production is expected to make up more than 30% of total production, rising 6% year-on-year. Chart 6Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Impact Of COVID-19 On Ags Trade Global agricultural trade was mostly stable throughout the COVID-19 pandemic. China was the main driver for this resilience, accounting for most of the increase in agricultural imports from 2019 to 2020. Ex-China, global agricultural trade growth was nearly zero. During this period, China was rebuilding its hog stocks after an outbreak of the African Swine Flu, which prompted the government to grant waivers on tariffs in key import sectors, which increased trade under the US-China Phase One agreement. As a result, apart from COVID-19, other factors were influencing trade. Arita et. al. (2021) attempted to isolate the impact of COVID on global agricultural trade.3 Their report found that COVID-19 – through infections and deaths – had a small impact on global agricultural trade. Government policy restrictions and reduced mobility in response to the pandemic were more detrimental to agricultural trade flows than the virus itself in terms of reducing aggregate demand. Policy restrictions and lower mobility reduced trade by ~ 10% and ~ 6% on average over the course of the year. Monthly USDA data shows that the pandemic was not as detrimental to agricultural trade as past events. Rates of decline in global merchandise trade were sharper during the Great Recession of 2007 – 2009 (Chart 7). Many agricultural commodities are necessities, which are income inelastic. Furthermore, shipping channels for these types of commodities did not require substantial human interactions, which reduced the chances of this trade being a transmission vector for the virus, when governments declared many industries using and producing agricultural commodities as necessities. This could explain why agricultural trade was spared by the pandemic. Amongst agricultural commodities, the impact of the pandemic was heterogenous. For necessities such as grains or oilseeds, there was a relatively small effect, and in few instances, trade actually grew. For example, trade in rice increased by ~4%. The value of trade in higher-end items, such as hides, Chart 7COVID-19 Spares Ag Trade Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Chart 8Grains Rallied During Pandemic Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices tobacco, wine, and beer fell during the pandemic. This was further proof of the income inelasticity of many agricultural products which kept global trade in this sector resilient. Indeed, the UNCTAD estimates global trade for agriculture foods increased 18% in 1Q21 relative to 1Q19. Over this period, Bloomberg's spot grains index was up 47.08% (Chart 8). Investment Implications We remain neutral grains and beans based on our assessment of the new crop-year fundamentals. That said, we have a strong-conviction view global weather volatility will tip the balance of price risk in grains over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. Weather-induced grain and bean prices volatility is supportive for our recommendations in the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation. These positions are up 5.8% and 7.9% since inception, and are strategic holdings for us.   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 natural gas prices remain well supported by increased power-generation demand due to heat waves rolling through East and West coasts, lower domestic production and rising exports. The US EIA estimates natgas demand for July rose 3.9 bcf/d vs June, taking demand for the month to 75.8 bcf/d. Exports – pipeline and LNG – rose 0.4 bcf/d to 18.2 bcf/d, while US domestic production fell to 92.7 bcf/d, down 0.2 bcf/d from June's levels. As US and European distribution companies and industrials continue to scramble for gas to fill inventories, we expect natgas to remain well bid as the storage-injection season winds down. We remain long 1Q22 call spreads, which are up ~214% since the position was recommended April 8, 2021 (Chart 9). Base Metals: Bullish Labor and management at BHP's Escondida copper mine – the largest in the world – have a tentative agreement to avoid a strike that would have crippled an already-tight market. The proposed contract likely will be voted on by workers over the next two days, according to reuters.com. Separately, the head of a trade group representing Chile's copper miners said prices likely will remain high over the next 2-3 years as demand from renewables and electric vehicles continues to grow. Diego Hernández, president of the National Society of Mining (SONAMI), urged caution against expecting a more extended period of higher prices, however, mining.com reported (Chart 10). We remain bullish base metals generally, copper in particular, which we expect to remain well-bid over the next five years. Precious Metals: Bullish US CPI for July rose 0.5% month-over-month, suggesting the inflation spike in June was transitory. While lower inflation may reduce demand for gold, it will allow the Fed to continue its expansionary monetary policy. The strong jobs report released on Friday prompted markets and some Fed officials to consider tapering asset purchases sooner than previously expected. The jobs report also boosted an increasing US dollar. A strong USD and an increase in employment were negative for gold prices on Monday. There also were media reports of a brief “flash crash” caused by an attempt to sell a large quantity of gold early in the Asian trading day, which swamped available liquidity at the time. This also was believed to trigger stops and algorithmic trading programs, which exacerbated the move. The potential economic impact of the COVID-19 Delta variant is the only unequivocally supportive development for gold prices. Not only will this increase safe-have demand for gold, but it will also prevent the Fed from being too hasty in tapering its asset purchases and subsequently raising interest rates. Chart 9 Natgas Prices Recovering Natgas Prices Recovering Chart 10 Copper Prices Going Down Copper Prices Going Down Footnotes 1     The wheat crop year in the US begins in June; the rice crop year begins this month; and the corn and bean crop years begin in September. 2     Historical data indicate this difference is persistent, suggesting different methods of calculating ending stocks.  The USDA estimates ending stocks for the '21/22 crop year will be 94.5mm tons, while the IGC is projecting a level of 53.8mm.  3    Please refer to ‘Has Global Agricultural Trade Been Resilient Under Coronavirus (COVID-19)? Findings from an Econometric Assessment. This is a working paper published by Shawn Arita, Jason Grant, Sharon Sydow, and Jayson Beckman in May 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Highlights The rapid spread of the COVID-19 delta variant in Asia will re-focus precious metals markets anew on the possibility of another round of lockdowns and the implications for demand, particularly in Greater China and India, which account for 33% and 12% of global physical demand for gold (Chart of the Week).1 Regulatory crackdowns across various sectors in China will continue to roil markets over coming months.  Policy uncertainty around these crackdowns is elevated in local financial markets, and could spill into global markets.  This will support the USD at the margin, which creates a headwind for gold and silver prices. Ambiguous and contradictory signaling from Fed officials following the July FOMC meeting re its $120-billion-per-month bond-buying program also adds uncertainty to precious-metals and general commodity forecasts. Despite this uncertainty, we remain bullish gold and silver.  More efficacious jabs will become available, which will support the global economic re-opening, particularly in EM economies.  In DM economies, vaccination uptake likely increases as risks become more apparent.  We continue to expect gold to trade to $2,000/oz and silver to trade to $30/oz this year. Feature Markets once again are focused on the possibility lockdowns will follow rising COVID-19 infections and deaths, as the delta variant – the most contagious variant to date – spreads through Asia and elsewhere. Chart of the WeekCOVID-19 Delta Variant Rampages Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Chart 2COVID-19 Infections, Deaths Rising Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Infection and death rates are moving higher globally (Chart 2). COVID-19 infections are still rising in 78 countries. Based on the latest 7-day-average data, the countries reporting the most new infections daily are the US, India, Indonesia, Brazil, and Iran. The countries reporting the most deaths each day are Indonesia, Brazil, Russia, India, and Mexico. Globally, more than 42% of infections were in Asia and the Middle East, where ~ 1mm new infections are reported every 4 days. We expect more efficacious jabs will become available, which will support the global economic re-opening, particularly in EM economies. In DM economies, vaccination uptake likely increases as risks become more apparent. China's Regulatory Crackdown Markets also are contending with a regulatory crackdowns across multiple sectors in China, which is part of a years-long reform process initiated by the Politburo.2 Industries ranging from internet, property, education, healthcare to capital markets will have new rules imposed on them under China's 14th Five-Year Plan as part of this process. Our colleagues in BCA's China Investment Service note the pace of regulatory tightening will not moderate in the near term, as policymakers transition from an annual planning cycle focused on setting economic growth targets to a multi-year planning horizon. "This allows policymakers to have a higher tolerance for near-term distress in exchange for long-term benefits," according to our colleagues. The overarching goal of this reform process is to introduce more social equality in the society. Of immediate import for precious metals markets is the potential for spillover effects outside China arising from the policy uncertainty that already is emanating from that market. Uncertainty boosts the USD and gold. This makes its effect uncertain. In our most recent modeling of gold prices, we have found strong two-way feedback between US and Chinese policy uncertainty.3 We also find that broad real foreign exchange rates for the USD and RMB exert a negative influence on gold prices, while higher economic uncertainty pushes gold prices higher (Chart 3). In addition, across markets – Chinese and US economic policy uncertainty – have similar effects, suggesting economic uncertainty across these markets has a similar effect as domestic uncertainty at home (Chart 4).4 Chart 3Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Domestic Uncertainty, Real FX Rates Strongly Affect Gold Prices... Chart 4...As Do Cross-Border Uncertainty, Real FX Rates ...As Do Cross-Border Uncertainty, Real FX Rates ...As Do Cross-Border Uncertainty, Real FX Rates This is yet another reason to pay close attention to PBOC and Fed policy innovations and surprises: they affect each other in similar ways within and across borders. Fed Officials Add Uncertainty Following the FOMC meeting at that end of last month, various Fed officials expressed their views of Chair Jerome Powell's post-meeting remarks, or again resumed their campaigns to begin tapering the US central bank's bond-buying program. Chair Powell's remarks reinforced the data-dependency of the Fed in directing its bond buying and monetary accommodation. He emphasized the need to see solid improvement in the jobs picture in the US before considering any lift-off of rates. As to the Fed's bond-buying program, this, too, will depend on progress on reducing unemployment in the US. Powell also reiterated the Fed views the current inflation in the US as transitory, a point that was emphasised by Fed Governor Lael Brainard two days after Powell's presser. Some very important Fed officials, most notably Fed Vice Chair Richard Clarida, are staking out an early position on what will get them to consider reducing the Fed's current accommodative policies, chiefly an "overshoot" of PCE inflation, the Fed's favored gauge, above 3%. Other Fed officials are urging strong action now: St. Louis Fed President James Bullard is adamant that tapering of the Fed's bond-buying program needed to begin in the Autumn and should be done early next year. Bullard is supported by Governor Christopher Waller. The Fed's bond-buying program is more than a year old. Beginning in July 2020, the Fed started buying $80 billion of Treasurys and $40 billion of mortgage-backed securities every month, or ~ $1.6 trillion so far. This lifted the Fed's balance sheet to ~ $8.3 trillion. Thinking about this as a commodity, that's a lot of asset supply removed from the Treasury and MBS market, which likely explains the high cost of the underlying debt instruments (i.e., their low interest rates). It is understandable why the gold market would get twitchy whenever Fed officials insist the winddown of this program must begin forthwith and be done in relatively short order. The loss of that steady stream of buying could send interest rates higher quickly, possibly raising nominal and real interest rates in the process, which, given the sensitivity of gold prices to US real rates would be bearish (Chart 5). While it is impossible to know when the tapering of the Fed's asset-purchase program will end, these occasional choruses of its imminent inauguration add to uncertainty in the US, which also depresses precious metals prices, as Chart 5 indicates. A larger issue attends this topic: economic policy uncertainty is not contained within national borders. Above, we noted there is a two-way feedback between US and China economic policy uncertainty. There also is a long-term relationship in levels of economic policy uncertainty re China and Europe, which makes sense given the trading relationship between these states. Changes in the two measures of economic policy uncertainty exhibit strong co-movement (Chart 6). Chart 5Taper Talk Makes Precious Metals Markets Twitchy Taper Talk Makes Precious Metals Markets Twitchy Taper Talk Makes Precious Metals Markets Twitchy Chart 6Economic Policy Uncertainty Goes Across National Borders Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Investment Implications The increase in COVID-19 infection and re-infection rates, and death rates, is forcing commodity markets to reevaluate demand projections and the likelihood of continued monetary accommodation globally. This ultimately affects the prospects for commodity prices. Conflicting interpretations of the state of local and the global economies increases uncertainty across markets, especially precious metals, which are exquisitely sensitive to even a hint of a change in policy. This uncertainty is compounded when top officials at systematically important central banks provide sometimes-contradictory interpretations of the state of their economies. Despite this uncertainty we remain bullish gold and silver, expecting efficacious vaccines to become more widely available, which will allow the global recovery to regain its footing. We are less sanguine about the prospects for the winding down of the massive monetary accommodation globally, particularly that of the US, where data-dependent policymakers still feel compelled to provide almost-certain policy prescriptions in an increasingly uncertain world.This is a fundamental factor driving global uncertainty. We remain long gold expecting it to trade to $2,000/oz this year, and long silver, expecting it to hit $30/oz.   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 While US crude oil inventories rose 3.6mm barrels in the week ended 30 July 2021 gasoline stocks fell 5.3mm barrels, contributing to an overall decline in crude and product inventories in the US of 1.2mm barrels, according to the US EIA's latest tally (Chart 7). US crude and product stocks have been falling throughout the COVID-19 pandemic, and now stand ~ 13% below year earlier levels at 1.7 billion barrels. Crude oil stocks, at 439mm barrels, are just over 15% below year-ago levels. This reflects the decline in US domestic production, which is down 7.1% y/y and now stands at 11.2mm b/d. US refined-product demand, however, is up close to 9% over the January-July period y/y, and stands at 21.2mm b/d. Base Metals: Bullish Workers at the world's largest copper mine, Escondida in Chile, are in government-mediated talks with management that end on Saturday to see if they can avert a strike. There is a chance talks could be extended five days beyond that date, under Chilean law. The mine is majority owned by BHP. Workers at a Codelco-owned mine also voted to strike and will enter government-mediated talks as well. These potential strikes most likely explain why copper prices have been holding relatively steady as other commodities have come under pressure, as markets reassess the odds of a demand slowdown brought about by surging COVID-19 infections, which are hitting Asian markets particularly hard (Chart 8). Chart 7 Uncertainty Checks Gold's Recovery Uncertainty Checks Gold's Recovery Chart 8 Copper Prices Recovering Copper Prices Recovering   Footnotes 1     We flagged this risk in our July 8, 2021 report entitled Assessing Risks To Our Commodity Views, which is available at ces.bcaresearch.com. 2     Please see Pricing A Tighter Regulatory Grip published on August 4, 2021 by our China Investment Strategy.  It is available at cis.bcaresearch.com. 3    We measure this using Granger-Causality tests. 4    These broad real FX rates are handy explanatory variables, in that they combine two very important factors affecting gold prices – inflation and broad FX trade-weighted indexes.  Additional modelling also suggests these broad real FX rates for the USD and RMB coupled with US real 2- and 5-year rates also provide good explanatory models for gold prices. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image