Oil

Highlights Over the 2021-22 period, renewable capacity will account for 90% of global electricity-generation additions, per the IEA's latest forecast. This will follow the 45% surge (y/y) in renewable generation capacity added last year, which occurred despite the COVID-19 pandemic (Chart of the Week). Continued investment in renewables and EVs – along with a global economic rebound – are pushing forecasts at banks and trading companies to a $13k - $20k/MT range for copper, vs. ~ $10.6k/Mt (~ $4.80/lb) at present. Should these stronger metals forecasts prove out, investments that extend low-carbon use of fossil fuels via carbon-capture and circular-use technologies will become more attractive. Investment in these technologies has been limited because there is no explicit global reference price to assess investments against. A carbon market or tax would provide such a bogey and accelerate investment. It could be monitored via a Carbon Market Club, which would limit trade to states posting and collecting the tax.1 Feature At almost 280GW, renewable energy capacity additions last year increased 45% y/y, the most since 1999, according to the IEA's most recent update on renewable energy.2 For this year and next, renewables are expected to account for 90% of capacity additions, led by solar PV investment increasing ~ 50% to 162GW. Wind capacity grew 90% last year, increasing to 114GW, and is expected to increase ~ 50% to end-2022. As renewables generation – and EV investment – continues to grow, demand for bulks (steel and iron ore) and base metals, led by copper, will pull prices higher. This is occurring against a backdrop of flat supply growth and physical deficits over the four years ended 2020 (Chart 2). According to the IEA, a 40% increase in steel and copper prices over the September 2020 to March 2021 period played a role in higher solar PV module prices. Chart of the WeekRenewables Capacity Surges Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture The supply side of the copper market will remain in deficit this year and next, in our assessment, and may continue on that trajectory if, as Wood Mackenzie expects, demand grows at a 2% p.a. rate over the next 20 years and miners remain reluctant to commit to the capex required to keep up with demand.3 Chart 2Physical Deficits Will Draw Copper Stocks... Physical Deficits Will Draw Copper Stocks... Physical Deficits Will Draw Copper Stocks... ESG risk for copper – and other metals required to build the generation and infrastructure required in the renewables buildout – will increase as prices rise, which also will add to cost.4 Cost increases coupled with increasing ESG risks in this buildout will increase the attractiveness of carbon-capture and circular-economy technology investment, in our view. This would extend the use of low-carbon fossil fuels if the technology can move the world closer to a net-zero carbon future. However, unless and until policy catalyzes this investment, – e.g., via a global carbon trading price or tax – investment in these technologies likely will continue to languish. Carbon-Capture Tech's Unfulfilled Promise The history of Carbon Capture, Utilization and Storage (CCUS) has been one of high hopes and unmet expectations. It is generally recognized as a route to mitigate climate change; however, its deployment has been slower than expected. Low-carbon technology requires more critical metals than its fossil-fuel counterpart (Chart 3). Apart from the issue of cost, the ESG risks of mining metals for the renewable energy transition will increase as more metals are demanded, which we discussed in previous research.5 According to Wood Mackenzie, mining companies will need to invest nearly $1.7 trillion in the next 15 years to help supply enough metals to transition to a low carbon world.6 Chart 3Low-Carbon Tech Is Metals Intensive Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Given these looming physical requirements for metals, fossil fuels most likely will need to be used for longer than markets currently anticipate, as a bridge to the low-carbon future, or as part of that future, depending on how successfully carbon is removed from the hydrocarbons used to power modern society. If so, using fossil fuels while mitigating their environmental impact will require highly focused technology to lower CO2 and other green-house gas (GHG) emissions during the transition to a low-carbon future. Enter CCUS technology: This technology traps CO2 from sources that use fossil fuels or biomass to make the energy required to run modern societies. In the current iterations of this technology, CO2 can either be compressed and transported, or stored in geological or oceanic reservoirs. This can then be used for Enhanced Oil Recovery (EOR) to extract harder-to-reach oil by injecting CO2 into the reservoirs holding the hydrocarbons.7 The Scope For CCUS Investment CCUS investment spending is increasing, as are the number of planned facilities using or demonstrating this technology. In the 2020 edition of its Energy Technology Perspectives, the IEA noted 30 new integrated CCUS facilities have been announced since 2017, mostly in advanced economies such as US and Europe, but also in some EM nations. As of 2020, projects at advanced stages of planning represented a total of $27  billion, more than double the investment planned in 2017 (Chart 4). Among its many goals, the Paris Agreement seeks a balance between emissions by man-made sources and removal by greenhouse gas (GHGs) sinks (absorption of the gases) in the second half of the 21st century. Practically, many countries – especially EM economies – will still need to use fossil fuels to develop during this period (Chart 5).8 Chart 4Carbon-Capture Projects To Date Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Chart 5EM Development Will Require Fossil-Fuel Energy Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture CCUS In The Energy Sector As a fuel that emits fewer GHGs than coal – i.e., half the CO2 of coal – natural gas can be used effectively as a bridge to green-power generation (Chart 6). Chart 6Natural Gas Will Remain Attractive As A Bridge Fuel Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture The CO2 in natgas needs to be removed before dry gas is sold as pipeline-quality gas or LNG. This CO2 is normally vented to the atmosphere; however, by using CCUS technology, it can be reinjected into geological formations and used for EOR. For this reason, LNG companies in the US, the world’s largest LNG exporter, have been looking into investing in CCUS technology in a bid to become greener.9 CCUS can also be used to produce low-cost hydrogen – so-called blue hydrogen – using natural gas and coal, as opposed to the more expensive electrolysis process, which uses renewables-based electricity to produce "green" hydrogen. The lower blue-hydrogen costs will make clean hydrogen more accessible to emerging nations, opening new avenues for the world to use the energy carrier in its decarbonization effort. The Value Of Ccus In Other Industries CCUS technology can be retrofitted to existing power and industrial plants, which, according to the IEA, could otherwise still emit 8 billion tons of CO2 in 2050, around one-quarter of annual energy-sector emissions in 2020. Of the fossil fuel generators, coal-fired power generation presents the biggest CO2 challenge, with most of the emissions coming from China and other EM Asia nations, where the average plant age is less than 20 years. Since the average age of a coal fired power plant is 40 years, according to the US National Association of Regulatory Commissioners, this implies that these plants have a long remaining life and could still be operating until 2050. CCUS is the only alternative to retiring or repurposing existing power and industrial plants. The IEA believes that CCUS is imperative to reach net-zero carbon emissions. In its Sustainable Development Scenario - in which global CO2 emissions from the energy sector decline to net-zero by 2070 – CCUS accounts for 15% of the cumulative reduction in emissions. If the world needs to reach net-zero by 2050 instead, it will need almost 50% more CCUS deployment.10 Properly implemented and scaled, CCUS can allow industries to continue using oil, gas and coal and to attain net-zero carbon emission targets, boosting demand for fossil fuels in the medium term. This is especially important to EM development. Why Aren’t We Further Along In CCUS? What Can Be Done? The main reason CCUS isn’t used more widely is because of its cost. Currently, the cost of capturing carbon varies, based on the amount of CO2 concentration, with Direct Air Capture being most expensive (Chart 7). Given the prohibitive costs, CCUS has not been commercially viable. However, the same argument could have been used against implementing renewable sources of energy. While at one point the Levelized Cost of Energy from renewable sources was high, as these sources have been scaled up – aided in no small part by government subsidies – costs have fallen, following something akin to a Moore’s Law cost-decay curve. A Levelized Cost of Energy for solar generation reported by Lazard Ltd., which allows for comparisons across technologies (e.g., fossil-fuel vs renewable), shows generation costs fell by 89% to $40/MWh from $359/MWh from 2009-2019 (Chart 8). This learning curve was able to take place because of government subsidies, which promoted the deployment of solar technology. Chart 7CCUS Can Be Expensive Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Chart 8Subsides Could Support CCUS, Just As Was Done For Solar Subsides Could Support CCUS, Just As Was Done For Solar Subsides Could Support CCUS, Just As Was Done For Solar The cost of CCUS technology is falling. For example, in 2019 the Global CCS Institute reported it cost $100/ton to capture carbon from the Canada-based Boundary Dam using a CCS unit built in 2014. The cost of carbon captured at the US-based Petra Nova plant – built three years later – using improved technology was $65/ton. Both are coal-powered electricity plants. The report also noted coal-fired power plants planning to commence operations in 2024-28 using the same CCS technology as those at Boundary Dam and Petra Nova expect carbon costs to be ~ $43/ton, due to steeper learning curves, research, lower capital costs due to economies of scale, and digitalization. One commonality amongst these sources of cost reductions is that companies need to invest more into CCUS and familiarize themselves with this technology. As was the case with renewables, government subsidies would reduce the prohibitive costs of operating CCUS technology, and draw more participation to refining this technology. Early, first-of-its-kind CCUS will be expensive, however subsidies in the form of capital support or tax credits will increase CCUS implementation and research. Boundary Dam and Petra Nova are examples of facilities that benefitted from government subsidies. The facilities received $170 million and $200 million respectively from Canadian and US Government agencies at the time of the CCS units’ construction. The US has also implemented a 45Q tax credit system which pays facilities $50/ton of CO2 stored and $35/ton of CO2 if it is used in applications like Enhanced Oil Recovery. According to the Global CCS Institute, in late-2019, of the eight new CCUS projects that were added in the US, four cited the presence of 45Q as the key driver. Putting Carbon Markets And Taxes To Work The EU’s Emissions Trading System (ETS) market, which was implemented in 2005, is an example of innovative policy which incentivizes companies to curb emissions, using market forces. The price of carbon measured in these markets puts a tangible value on a negative externality, which before this went unrecorded. The downside of this ETS is its reliance on the EU's environmental policy implementation, which is subject to policy changes that complicate supply-demand analysis for longer-term planning – e.g., the recent increase in its emissions target to a minimum of 55% net reduction in GHG emissions by 2030. An alternative to policy-driven trading of emissions rights is a per-ton tax on emissions, which governments would impose and collect. This would raise costs of technologies using fossil fuels – including those used in the mining industry to increase supply of critical bulks and base metals needed for the renewables transition. At the same time, such a tax would give firms supplying and using technologies that raise CO2 levels an incentive to lower CO2 output using CCUS technologies. ETS markets and governments imposing CO2 taxes could form Carbon Market Clubs – a technology developed by William Nordhaus, the 2018 Nobel Laureate in Economics – that restrict trading to states that can demonstrate their participation and support of actual carbon-reduction detailed in the Paris Agreement via trading or tax schemes.11 As the green energy transition gains traction and governments implement more net-zero emissions policies, the price of carbon will rise. As the price of carbon rises, the price tag associated with companies’ carbon emissions will increase with it. With market participants expecting the price of carbon to continue to rise after hitting record values, the incentive for companies operating in the EU to use CCUS technology will rise, as would the incentive for firms facing a carbon tax.12 Bottom Line: Given the meteoric price rise of green metals, underfunded capex, and the ESG risks associated with mining metals for the low carbon future, we expect fossil fuels to play a larger role in the transition to a low-carbon society than markets are currently expecting. For countries to be able to use fossil fuels while ensuring they achieve their climate goals, the use of CCUS technology is important. To increase CCUS uptake, governments will need to subsidize this technology until demand for it gains traction, just like in the case of renewables. Encouraging ETS and carbon-tax schemes also will be required to catalyze action.   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 Brent prices were knocking against the $70/bbl door going to press, following the IEA's assessment of a robust demand recovery in 2H21 (Chart 9). The IEA took its 1H21 demand growth down 270k b/d, owing to COVID-19-induced demand destruction in India, OECD Americas and Europe, but left its 2H21 estimate intact, making overall demand growth for this year 5.4mm b/d. The EIA also expects 5.4mm b/d demand growth for this year, and growth of 3.7mm b/d next year. OPEC left its full-year 2021 demand growth estimate at 6mm b/d. OPEC 2.0 meets again on June 1 and will look to return more of its sidelined production to the market, in our estimation. We will be updating our supply-demand balances and price forecasts in next week's report. Base Metals: Bullish Spot copper prices traded on either side of $4.80/lb on the CME/COMEX market this week as we went to press. Threats of a tax increase in Chile, where a bill calling for such a measure is making its way through Congress; a potential strike by mine workers; and a shortage of sulfuric acid used in the extraction of ore brought about, according to Bloomberg, by reduced global sulfur supplies due to lower refinery runs during the pandemic all are keeping copper well bid. Our target for Dec21 COMEX copper remains $5/lb (~ $11k/ton on the LME). We remain long calendar 2022 COMEX copper vs short 2023 COMEX copper expecting physical supply deficits to continue to force storage draws, which will backwardate the metal's forward curve. Precious Metals: Bullish US CPI data on Wednesday showed that headline inflation rose by 4.2% for the month of April compared to the previous year. While this increase is the highest since 2008, this jump could also be fueled by a low base effect – Inflation levels were falling this time last year as the pandemic picked up. While rising prices increases demand for gold as an inflation hedge, if the Federal Reserve increases interest rates on the back of this data, the US dollar will rise, negatively affecting gold prices (Chart 10). However, we do not expect the Fed to abruptly change its guidance on this report, and therefore expect the central bank will treat this blip as transitory. As of yesterday’s close, COMEX gold was trading at $1,835.9/oz. Ags/Softs: Neutral Going to press, the Chicago soybean market was surging ahead of the scheduled World Agriculture Supply and Demand Estimates (WASDE) report due out later Wednesday. Front-month beans were trading ~ $16.70/bu, up 2% on the day. This month's WASDE will contain the USDA's first estimate for demand in ag markets for the 2021/22 crop year. Markets are expecting supplies to tighten as demand strengthens. Chart 9 Brent Prices Going Up Brent Prices Going Up Chart 10 Covid Uncertainty Could Push Up Gold Demand Covid Uncertainty Could Push Up Gold Demand   Footnotes 1     Please see Carbon Market Clubs and the New Paris Regime published by the World Bank in July 2016.  The intellectual and computational framework for such technology was developed by William Nordhaus, the 2018 Nobel Laureate in Economics. 2     Please see Renewable Energy Market Update, Outlook for 2021 and 2022.pdf, published by the IEA this week. 3    WoodMac notes, "without additional substantial investment, production will decline from 2024 onwards. Coupled with demand growth, this decline in output will lead to a theoretical shortfall of around 16 Mt by 2040."  The consultancy estimates an additional $325 - $500+ billion will be needed to meet copper demand over this period.  Please see Will a lack of supply growth come back to bite the copper industry? Published 23 March 2021 by woodmac.com. 4    Please see Renewables ESG Risks Grow With Demand, which we published 29 April 2021.  It is available at ces.bcaresearch.com. 5    Refer to footnote 4. 6    Please see Low carbon world needs $1.7 trillion in mining investment, published by Reuters. 7     This method is used to increase oil production. It changes the properties of the hydrocarbons, restores formation pressure and enhances oil displacement in the reservoir. Using EOR, oil companies can recover 30% to 60% of the original oil level in the reservoir.  Please see Enhanced Oil Recovery published by the US Department of Energy. 8    Please see the Reuter’s column CO2 emission limits and economic development. 9    Please see World Oil’s U.S. LNG players tout carbon capture in bid to boost green image. 10   Please see IEA’s Special Report on Carbon Capture Utilisation and Storage, published as a part of the Energy   Technology Perspective 2020.  11    See footnote 1 above. 12    Please see Cost of polluting in EU soars as carbon price hits record €50 by the Financial Times. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Feature Chinese stocks remain in limbo despite robust economic data in April and early May (Chart 1).  Onshore equities are pricing in policy tightening risks and a peak in the domestic economic cycle. Meanwhile, a regulatory clampdown on the tech sector continues to curb global investors’ enthusiasm towards Chinese investable stocks.  The PBoC has not changed its course of policy normalization. The falling 3-month SHIBOR since March likely reflects softening demand for interbank liquidity rather than monetary easing (Chart 2). Chart 1Stay Underweight Chinese Stocks Stay Underweight Chinese Stocks Stay Underweight Chinese Stocks Chart 2No Easing In Monetary Policy No Easing In Monetary Policy No Easing In Monetary Policy Fiscal policy has also been consolidating with a renewed focus on reducing local government debt load and financial risks. A delay in local government bond issuance in Q1 could potentially boost bond sales in the second half of the year. However, as we noted late last month, without a synchronized policy push for more bank loans and loosened regulations on provincial government spending, an increase in special-purpose bond issuance alone will not make a significant difference in infrastructure investment nor economic growth. We still expect China's economy, which lags the credit cycle by six to nine months, to start weakening by mid-2021 (Chart 3A & 3B). Chart 3ADomestic Economic Growth Set To Slow Domestic Economic Growth Set To Slow Domestic Economic Growth Set To Slow Chart 3BPolicy Tightening Will Weigh On Earnings Growth In 2H21 Policy Tightening Will Weigh On Earnings Growth In 2H21 Policy Tightening Will Weigh On Earnings Growth In 2H21   Qingyun Xu, CFA Associate Editor qingyunx@bcaresearch.com   Our BCA Li Keqiang Leading Indicator continues to fall despite a marginal improvement in the Monetary Conditions Index (MCI) component. The deceleration in both money supply and credit growth has more than offset a small uptick in the MCI (Chart 4). Furthermore, a rising RMB in trade-weighted and real terms will not help the profit outlook for China’s exporters (Chart 5). Overall, monetary conditions remain unfavorable for risk assets. This is consistent with the poor performance of Chinese stocks Chart 4Falling Credit And Money Growth More Than Offset A Minor Improvement In The MCI Falling Credit And Money Growth More Than Offset A Minor Improvement In The MCI Falling Credit And Money Growth More Than Offset A Minor Improvement In The MCI Chart 5Strengthening RMB Will Not Help The Profit Outlook For Chinese Exporters Strengthening RMB Will Not Help The Profit Outlook For Chinese Exporters Strengthening RMB Will Not Help The Profit Outlook For Chinese Exporters   A sharp jump in state-owned enterprise (SOE) defaults since late last year is due to deteriorating corporate balance sheets. The defaults have exposed the weakened fiscal positions of local governments (Chart 6 & 7). SOE bond defaults have surpassed the number of private bond defaults this year. The more restrictive policy on local government financing, together with an acceleration in SOE defaults, will weigh on spending by local governments, local government financing vehicles (LGFVs) and SOEs.  Chart 6Returns On SOE Assets Remain In Deep Contraction Returns On SOE Assets Remain In Deep Contraction Returns On SOE Assets Remain In Deep Contraction Chart 7SOE Bond Defaults Have Surpassed Private Bond Defaults China Macro And Market Review China Macro And Market Review The Politburo meeting on April 30 established new guidelines to reduce local government leverage, both on- and off-balance sheet debt. According to the new rules, local governments are strictly prohibited from obtaining “hidden debts” for new investment projects directly or through their affiliated SOEs, which include LGFVs. The directives also state that the assets of LGFVs with defaulted loans should be restructured or liquidated if companies are unable to repay their debts. In addition, financial institutions should not accept government guarantees when making decisions on lending to LGFVs or government related entities.  Moreover, stricter measures in the property market have further dampened local governments’ fiscal situations since land sales account for 53% of local government fiscal revenues. Growth in government expenditures decelerated in recent months along with slowing land auctions (Chart 8). Scaled down fiscal supports will lead to subdued infrastructure investment growth this year (Chart 9). Chart 8Fiscal Stance Has Tightened Fiscal Stance Has Tightened Fiscal Stance Has Tightened Chart 9Subdued Growth In Infrastructure Investments Subdued Growth In Infrastructure Investments Subdued Growth In Infrastructure Investments   In addition to policy tightening in the domestic economy, Chinese offshore stocks continue to face regulatory headwinds to root out monopolies in technology, media, and telecom (TMT) companies. The antitrust investigations and fines extending from Alibaba and Tencent to Meituan highlight China’s aim to curb platform oligopolies and monopolies. Meanwhile, Chinese tech firms listed on US exchanges are facing another regulatory threat on their accounting reporting standards, which could potentially result in their delisting from the US bourses.  Moreover, elevated valuations and a weakening in the earnings outlook will generate more downside risks for TMT stocks (Chart 10). Given that TMT stocks account for around 50% of the MSCI China Index’s market capitalization, Chinese investable stocks are disproportionally vulnerable to a selloff in TMT stocks (Chart 11). Chart 10ATMT Stocks: From Tailwind To Headwind TMT Stocks: From Tailwind To Headwind TMT Stocks: From Tailwind To Headwind Chart 10BTMT Stocks: From Tailwind To Headwind TMT Stocks: From Tailwind To Headwind TMT Stocks: From Tailwind To Headwind Chart 11MSCI China Is Highly Concentrated In TMT Stocks MSCI China Is Highly Concentrated In TMT Stocks MSCI China Is Highly Concentrated In TMT Stocks   China’s official PMI and the Caixin China PMI moved in opposite directions in April due to the nature of the two surveys. The Caixin PMI covers smaller, more export-oriented businesses while the NBS Manufacturing PMI includes larger, more domestically exposed companies. The divergence highlights that the domestic economy is losing speed while external demand remains robust (Chart 12). Given the dominance of domestic demand in China’s economy (investment expenditures, household spending and government spending), strong external demand will not fully offset the deceleration in domestic growth.  New orders and production subcomponents in the official PMI moderated in April from March, which indicates a slowing momentum in economic activity (Chart 13). Moreover, construction PMI fell to 57.4 from 62.3 in March, corresponding with weaker infrastructure spending and more policy tightening in the real estate sector (Chart 13, bottom panel). Chart 12Conflicting Messages From The NBS And Caixin PMIs Conflicting Messages From The NBS And Caixin PMIs Conflicting Messages From The NBS And Caixin PMIs Chart 13Slowing Momentum In China's Economic Activity Slowing Momentum In China's Economic Activity Slowing Momentum In China's Economic Activity   The moderating momentum in China’s economy is also reflected in April’s trade data, which showed a strengthening external sector and a slowing domestic demand. A few observations support our view: First, strong imports since early this year were partly due to robust re-exports. Solid external demand boosted processing imports, which in turn contributed to China’s overall import growth (Chart 14). Secondly, Chinese imports of commodities in volume, such as copper and steel products, have plunged recently. Chinese domestic demand for commodities will likely peak in the coming months, therefore, inventory destocking pressures and weakness in underlying consumption will threaten commodities prices (Chart 15). Finally, the strengthening of coal imports in volume terms may be related to China’s increasingly stringent environmental policies. A temporary cutback in domestic coal supply boosted the demand for imports. However, in the long run, China’s push for green energy will be bearish for Chinese coal imports (Chart 16). Chart 14Solid External Demand Boosted Processing Imports Solid External Demand Boosted Processing Imports Solid External Demand Boosted Processing Imports Chart 15Demand Of Commodities May Be Approaching A Cyclical Peak Demand Of Commodities May Be Approaching A Cyclical Peak Demand Of Commodities May Be Approaching A Cyclical Peak Chart 16China's Coal Imports Likely To Decline In The Long Run China's Coal Imports Likely To Decline In The Long Run China's Coal Imports Likely To Decline In The Long Run   Housing prices in tier-one cities continue to post major gains despite a slew of tightening regulations in the property sector introduced since the second half of last year (Chart 17). The Politburo meeting last month reiterated authorities’ concerns over a bubble in housing. We expect authorities to impose additional regulations to constrain both financing supply and demand in the property sector. In the meantime, the existing policies have successfully started to cool the real estate market.  Chart 17Skyrocketing Housing Prices In First-Tier Cities Skyrocketing Housing Prices In First-Tier Cities Skyrocketing Housing Prices In First-Tier Cities Chart 18Real Estate And Mortgage Loans Tumbled Under More Restrictive Borrowing Regulations Real Estate And Mortgage Loans Tumbled Under More Restrictive Borrowing Regulations Real Estate And Mortgage Loans Tumbled Under More Restrictive Borrowing Regulations Both mortgage loans and loans to real estate developers tumbled under more restrictive borrowing policies (Chart 18). Growth in home sales has also started to roll over (Chart 19). Housing completed has dropped significantly, which confirms that construction activity is decelerating. Looking forward, the reduced expansion rate of new projects due to shrinking land transfers and stricter borrowing regulations will further dampen construction activities in the second half of this year (Chart 20).   Chart 19Home Sales Growth Started To Ease Home Sales Growth Started To Ease Home Sales Growth Started To Ease Chart 20Real Estate Investments Are Set To Slow Further Real Estate Investments Are Set To Slow Further Real Estate Investments Are Set To Slow Further Table 1China Macro Data Summary China Macro And Market Review China Macro And Market Review Table 2China Financial Market Performance Summary China Macro And Market Review China Macro And Market Review ​​​​​​​   Footnotes Cyclical Investment Stance Equity Sector Recommendations

Highlights US natural gas prices will remain well supported over the April-October injection season, as the global economic expansion gains traction, particularly in Europe, which also is refilling depleted storage levels. China's natgas demand is expected to rise more than 8% yoy, and EM Asia consumption also will be robust, which will revive US liquified natural gas (LNG) exports. Exports of US light-sweet crude into the North Sea Brent pricing pool – currently accounting for close to half the physical supply underpinning the global oil-price benchmark – also will increase over the course of the year, particularly in the summer, when maintenance will markedly reduce the physical supply of crudes making up the Brent index. At the margin, coal demand will increase in the US, as industrial natgas demand and LNG exports incentivize electric generators to favor coal. Higher-than-expected summer temperatures in the US also would boost coal demand.  This will be tempered somewhat in Europe, where carbon-emissions rights traded through €50/MT for the first time this week on the EU's Emission Trading System (ETA). We expect US LNG and oil exports to revive this year (Chart of the Week) and remain long natgas in 1Q22. Feature The importance of US LNG and crude oil exports out of the US Gulf to the global economy is only now becoming apparent. As demand for these fossil fuels grows and the supply side continues to confront a highly uncertain risk-reward tradeoff, their importance will only grow. In natgas markets, US LNG cargoes out of the US Gulf balanced demand coming from Asia and Europe this past winter, which was sharply colder than expected and stretched supply chains globally. As a widening economic recovery from the COVID-19 pandemic spurs industrial, residential and commercial demand, and inventories in Europe and Asia are re-built in preparation for next winter, US LNG exports will be called upon to meet increasing demand, particularly since they are priced attractively vs regional importing benchmarks, with differentials vs the US presently $4+/MMBtu vs Europe and $5+/MMBtu vs Asia (Chart 2).1 Chart of the WeekUS LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound Chart 2Lower US Natgas Prices Encourage LNG Exports Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily In oil markets, an ongoing kerfuffle in the pricing of Brent Blend brought about by falling North Sea crude oil production makes American light-sweet crude oil exports from the Gulf (i.e., WTI produced mostly in the Permian Basin) account for almost half of the physical supplies in this critical benchmark-pricing market.2 US LNG Exports Will Increase US natural gas prices will remain well supported as the global economic expansion gains traction, and the US and Europe open the April-October injection season well bid (Chart 3). US inventories are expected to end the Apr-Oct injection season at just over 3.7 TCF according to the EIA, very close to where they ended the 2020 injection season. Chart 3US, Europe Rebuild Storage Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Higher US LNG exports, industrial, commercial and residential demand will be offset by lower consumption from electric generators this year, netting to a slight decline in overall demand. The EIA expects generators to take advantage of lower generating costs to be had burning coal to produce electricity, a view we share given the current differentials in the forward curves for each fuel (Chart 4).3 On the supply side, the EIA's expecting output to remain unchanged from last year at just under 91.5 BCF/d in 2021. Higher LNG exports, even as generator demand is falling, pushes prices higher this year – averaging $3.04/MMBtu this year – which leads to a slight increase in output in 2022. For our part, we continue to expect higher prices during the November-March heating season than currently are clearing the market and remain long 1Q22 $3.50/MMBtu calls vs. short $3.75/MMbtu calls. As of Tuesday night, when we mark to market, this position was up 20.8% since inception on 8 April 2021. Chart 4Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Natgas demand could surprise on the upside during the injection season if air-conditioning demand comes in stronger than expected and production remains essentially unchanged this year. This could reduce LNG exports and slow the rate of inventory refill in the US, which could further advantage coal as a burner fuel for generators in the US. The US National Weather Service's Climate Prediction Center expects above-average temperatures for most of the US population centers this summer (Chart 5). This could become a semi-permanent feature of the market if current temperature trends persist (Chart 6). Based on analyses’ run by the NOAA's National Centers for Environmental Information, 2021 "is very likely to rank among the ten warmest years on record," with lower (6%) odds of ranking in the top five hottest years on record.4 Chart 5Odds Of Hotter Summer Rising Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Chart 6Higher Global Temperatures Could Become A Recurring Phenomenon Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily The Crude Kerfuffle As the Chart of the Week shows, US exports of light-sweet crude oil peaked at ~ 3.7mm b/d in February 2020, just before the COVID-19 pandemic hit the world full force. Exports out of the US Gulf – i.e., WTI priced against the Midland, TX, gathering hub – accounted for ~ 95% of these volumes. With exports currently running ~ 2.5mm b/d, more than 1mm b/d of readily available export capacity remains in place. Additional volumes will be developed as dredging of the Corpus Christi, TX, progresses. While the surge in US crude oil production has subsided in the wake of the pandemic, it most likely will revive as the markets return to normal operating procedure, additional dredging operations are completed, and storage facilities are built out.5 Existing and additional export capacity of the US's light-sweet crude could not arrive at a more opportune time for the Brent market, which remains in a state of uncertainty as to whether markets will have to adjust to CIF contracts or a work-around to the existing FOB pricing regime, which can be augmented to accommodate increasing WTI volumes.6 This will have to be sorted, as this is the future of the market's most important pricing index (Chart 7). The buildout in crude-oil exporting capacity – and natgas LNG exporting capacity, for that matter – ideally accommodates shale-oil- and -gas assets, which can be ramped up quickly to meet demand, and ramped down quickly as demand falters. The quick payback – 2 to 3 years – on these investments allow the producers to expand and contract output without the massive risks longer-lived conventional assets impose. As OPEC 2.0's spare capacity is returned to the market, this will be a welcome feature of a market that most likely will require oil and gas supplies for decades, despite the uncertainty attending oil-and-gas capex during the transition to a low-carbon energy future. Chart 7Permian Replaces North Sea Losses Permian Replaces North Sea Losses Permian Replaces North Sea Losses Bottom Line: As the future of hydrocarbons evolves, the LNG and crude oil exported from the US Gulf will occupy an increasingly important role in these markets. Oil and gas producers are making capex decisions under increasingly uncertain conditions, which favor exactly the type of resources that have propelled the US to the position of the world's largest producer of these fuels – i.e., shale-oil and -gas. Production from these resources can be ramped up and down quickly as prices dictate, and have quick paybacks (2-3 years), which means capital is not tied up for decades as a return is earned.7   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 OPEC 2.0 begins returning 2mm b/d to the market this month, expecting to be done by July. Half of these volumes are accounted for by Saudi Arabia, which voluntarily cut output by 1mm b/d earlier in the year to help balance the market. In line with our maintained hypothesis that OPEC 2.0 prefers prices inside the $60-$70/bbl price band, we expect the return of curtailed production to be front-loaded so as to bring prices down from current levels approaching $70/bbl for Brent (Chart 8). If, as we expect, demand recovers sooner than expected as Europe leans into its vaccination program, additional barrels will be returned to the market to get prices closer to a $60-$65/bbl range. Base Metals: Bullish The International Copper Study Group (ICSG) forecast copper mine production will increase by ~ 3.5% in 2021 and 3.7% in 2022, after adjusting for historical disruption factors. This forecasted increase – after three years of flat mined production growth – is due to a ramp-up of recently commissioned and new copper mines becoming operational in 2021. An improvement in the pandemic situation by 2022 will also boost mined copper production, according to the ICSG. 2020 production remained flat as recoveries in production in some countries due to constrained output in 2019 balanced the negative impacts of the pandemic in others. In Chile, the largest copper producer, state-owned Codelco and Collahuasi reported strong results in March. However, this was countered by a continued downturn at BHP’s Escondida. The world’s largest copper mine saw a drop in production for the eighth consecutive month. This mixed output resulted in a decline in total production of 1.2% year-on-year in March. Precious Metals: Bullish COMEX palladium touched a record high during intraday trading on Tuesday, reaching $3,019/oz due to continued tight market conditions (Chart 9). On the supply side, Nornickel is recovering from flooded mines, which occurred in February. By mid-April, one of the two affected mines was operating at 60% capacity; however, the company's other mine is only expected to come back online by early June. On the demand side, strength in US vehicle sales and a global economic recovery from the pandemic buoyed the metal used in catalytic converters. Palladium prices closed at $2,981.60/oz on Tuesday. Ags/Softs: Neutral Corn again traded above $7/bu earlier in the week on the back of drought-like dry weather conditions in Brazil's principal growing regions and surging US exports, according to Farm Futures. Chart 8 Brent Prices Going Up Brent Prices Going Up Chart 9 Palladium Prices Going Up Palladium Prices Going Up   Footnotes 1     Stronger demand from China – where consumption is expected to rise more than 8% yoy – and EM Asia will continue to support LNG demand through the year.  S&P Global Platts Analytics expects Chinese natural gas demand to reach 12,713 Bcf in 2021, up 8.4% from the previous year.  Chinese national oil company Sinopec is slightly more conservative in its outlook, expecting gas demand of ~ 12,006-12,184 Bcf in 2021, up 6-8% from 2020.  China’s average annual increase in natural gas demand is expected to exceed 716 Bcf in the 14th FYP and reach 15,185 Bcf in 2025. 2     Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies for a discussion. 3    In Chart 3, we plot a rough measure of coal- vs natgas-fired generation economics for these fuels based on their average operating heat rates published by the EIA. We would note that a carbon tax would erase much of the benefit accruing to coal at this point in time. 4    Please see NOAA's Global Climate Report - March 2021. 5    Please see Low Rider - Corpus Christi's Ship Channel Dredging Will Streamline Crude Oil Exports published by RBN Energy 3 May 2021. 6    The OIES analysis cited above concludes, "… the volumes of the FOB deliverable crudes are diminishing and some change, bolstering the contract is certainly needed. The most likely compromise is to retain the existing FOB Brent with an inclusion of CIF WTI Midland assessment, netted back to an FOB equivalent North Sea value."  We agree with this assessment.  Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies, p. 8. 7     Please see Is shale activity actually profitable? Size matters, says Rystad published 7 February 2019.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Biden’s first 100 days are characterized by a liberal spend-and-tax agenda unseen since the 1960s. It is not a “bait and switch,” however. Voters do not care about deficits and debt. At least not for now. The apparent outcome of the populist surge in the US and UK in 2016 is blowout fiscal spending. Yet the US and UK also invented and distributed vaccines faster than others. US growth and equities have outperformed while the US dollar experienced a countertrend bounce. While growth will rotate to other regions, China’s stimulus is on the wane. Of Biden’s three initial geopolitical risks, two are showing signs of subsiding: Russia and Iran. US-China tensions persist, however, and Biden has been hawkish so far. Our new Australia Geopolitical Risk Indicator confirms our other indicators in signaling that China risk, writ large, remains elevated. Cyclically we are optimistic about the Aussie and Australian stocks. Mexico’s midterm elections are likely to curb the ruling party’s majority but only marginally. The macro and geopolitical backdrop is favorable for Mexico. Feature US President Joe Biden gave his first address to the US Congress on April 28. Biden’s first hundred days are significant for his extravagant spending proposals, which will rank alongside those of Lyndon B. Johnson’s Great Society, if not Franklin Delano Roosevelt’s New Deal, in their impact on US history, for better and worse. Chart 1Biden's First 100 Days - The Market's Appraisal Biden's First 100 Days - The Market's Appraisal Biden's First 100 Days - The Market's Appraisal The global financial market appraisal is that Biden’s proposals will turn out for the better. The market has responded to the US’s stimulus overshoot, successful vaccine rollout, and growth outperformance – notably in the pandemic-struck service sector – by bidding up US equities and the dollar (Chart 1). From a macro perspective we share the BCA House View in leaning against both of these trends, preferring international equities and commodity currencies. However, our geopolitical method has made it difficult for us to bet directly against the dollar and US equities. Geopolitics is about not only wars and trade but also the interaction of different countries’ domestic politics. America’s populist spending blowout is occurring alongside a sharp drop in China’s combined credit-and-fiscal impulse, which will eventually weigh on the global economy. This is true even though the rest of the world is beginning to catch up in vaccinations and economic normalization. As for traditional geopolitical risk – wars and alliances – Biden has not yet leaped over the three initial foreign policy hurdles that we have highlighted: China, Russia, and Iran. In this report we will update the view on all three, as there is tentative improvement on the Russian and Iranian fronts. In addition, we will introduce our newest geopolitical risk indicator – for Australia – and update our view on Mexico ahead of its June 6 midterm elections. Biden’s Fiscal Blowout From a macro point of view, Biden’s $1.9 trillion American Rescue Plan Act (ARPA) was much larger than what Republicans would have passed if President Trump had won a second term. His proposed $2.3 trillion American Jobs Plan (AJP) is also larger, though both candidates were likely to pass an infrastructure package. The difference lies in the parts of these packages that relate to social spending and other programs, beyond COVID relief and roads and bridges. The Republican proposal for COVID relief was $618 billion while the Republicans’ current proposal on infrastructure is $568 billion – marking a $3 trillion difference from Biden. In reality Republicans would have proposed larger spending if Trump had remained president – but not enough to close this gap. And Biden is also proposing a $1.8 trillion American Families Plan (AFP). Biden’s praise for handling the vaccinations must be qualified by the Trump administration’s successful preparations, which have been unfairly denigrated. Similarly, Biden’s blame for the migrant surge at the southern border must be qualified by the fact that the surge began last year.1 A comparison with the UK will put Biden’s administration into perspective. The only country comparable to the US in terms of the size of fiscal stimulus over 2019-21 so far – excluding Biden’s AJP and AFP, which are not yet law – is the United Kingdom. Thus the consequence of the flare-up of populism in the Anglo-Saxon world since 2016 is a budget deficit blowout as these countries strive to suppress domestic socio-political conflict by means of government largesse, particularly in industrial and social programs. However, populist dysfunction was also overrated. Both the US and UK retain their advantages in terms of innovation and dynamism, as revealed by the vaccine and its rollout (Chart 2). Chart 2Dysfunctional Anglo-Saxon Populism? Dysfunctional Anglo-Saxon Populism? Dysfunctional Anglo-Saxon Populism? No sharp leftward turn occurred in the UK, where Prime Minister Boris Johnson and his Conservatives had the benefit of a pre-COVID election in December 2019, which they won. By contrast, in the US, President Trump and the Republicans contended an election after the pandemic and recession had virtually doomed them to failure. There a sharp leftward turn is taking place. Going forward the US will reclaim the top rank in terms of fiscal stimulus, as Biden is likely to get his infrastructure plan (AJP) passed. Our updated US budget deficit projections appear in Chart 3. Our sister US Political Strategy gives the AJP an 80% chance of passing in some form and the AFP only a 50% chance of passing, depending on how quickly the AJP is passed. This means the blue dashed line is more likely to occur than the red dashed line. The difference is slight despite the mind-boggling headline numbers of the plans because the spending is spread out over eight-to-ten years and tax hikes over 15 years will partially offset the expenditures. Much will depend on whether Congress is willing to pay for the new spending. In Chart 3 we assume that Biden will get half of the proposed corporate tax hikes in the AJP scenario (and half of the individual tax hikes in the AFP scenario). If spending is watered down, and/or tax hikes surprise to the upside, both of which are possible, then the deficit scenarios will obviously tighten, assuming the economic recovery continues robustly as expected. But in the current political environment it is safest to plan for the most expansive budget deficit scenarios, as populism is the overriding force. Chart 3Biden’s Blowout Spending Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s campaign plan was even more visionary, so it is not true that Biden pulled a “bait and switch” on voters. Rather, the median voter is comfortable with greater deficits and a larger government role in American life. Bottom Line: The implication of Biden’s spending blowout is reflationary for the global economy, cyclically negative for the US dollar, and positive for global equities. But on a tactical time frame the rotation to other equities and currencies will also depend on China’s fiscal-and-credit deceleration and whether geopolitical risk continues to fall. Russia: Some Improvement But Coast Not Yet Clear US-Russia tensions appeared to fizzle over the past week but the coast is not yet clear. We remain short Russian currency and risk assets as well as European emerging market equities. Tensions fell after President Putin’s State of the Nation address on April 21 in which he warned the West against crossing Russia’s “red lines.” Biden’s sanctions on Russia were underwhelming – he did not insist on halting the final stages of the Nord Stream II pipeline to Germany. Russia declared it would withdraw its roughly 100,000 troops from the Ukrainian border by May 1. Russian dissident Alexei Navalny ended his hunger strike. Putin attended Biden’s Earth Day summit and the two are working on a bilateral summit in June. Chart 4Russia's Domestic Instability Will Continue Russia's Domestic Instability Will Continue Russia's Domestic Instability Will Continue De-escalation is not certain, however. First, some US officials have cast doubt on Russia’s withdrawal of troops and it is known that arms and equipment were left in place for a rapid mobilization and re-escalation if necessary. Second, Russian-backed Ukrainian separatists will be emboldened, which could increase fighting in Ukraine that could eventually provoke Russian intervention. Third, the US has until August or September to prevent Nord Stream from completion. Diplomacy between Russia and the US (and Russia and several eastern European states) has hit a low point on the withdrawal of ambassadors. Fourth, Russian domestic politics was always the chief reason to prepare for a worse geopolitical confrontation and it remains unsettled. Putin’s approval rating still lingers in the relatively low range of 65% and government approval at 49%. The economic recovery is weak and facing an increasingly negative fiscal thrust, along with Europe and China, Russia’s single-largest export destination (Chart 4). Putin’s handouts to households, in anticipation of the September Duma election, only amount to 0.2% of GDP. More measures will probably be announced but the lead-up to the election could still see an international adventure designed to distract the public from its socioeconomic woes. Russia’s geopolitical risk indicators ticked up as anticipated (Chart 5). They may subside if the military drawdown is confirmed and Biden and Putin lower the temperature. But we would not bet on it. Chart 5Russian Geopolitical Risk: Wait For 'All Clear' Signal Russian Geopolitical Risk: Wait For 'All Clear' Signal Russian Geopolitical Risk: Wait For 'All Clear' Signal Bottom Line: It is possible that Biden has passed his first foreign policy test with Russia but it is too soon to sound the “all clear.” We remain short Russian ruble and short EM Europe until de-escalation is confirmed. The Russian (and German) elections in September will mark a time for reassessing this view. Iran: Diplomacy On Track (Hence Jitters Will Rise) While Russia may or may not truly de-escalate tensions in Ukraine, the spring and summer are sure to see an increase in focus on US-Iran nuclear negotiations. Geopolitical risks will remain high prior to the conclusion of a deal and will materialize in kinetic attacks of various kinds. This thesis is confirmed by the alleged Israeli sabotage of Iran’s Natanz nuclear facility this month. The US Navy also fired warning shots at Iranian vessels staging provocations. Sporadic attacks in other parts of the region also continue to flare, most recently with an Iranian tanker getting hit by a drone at a Syrian oil terminal.2 The US and Iran are making progress in the Vienna talks toward rejoining the 2015 nuclear deal from which the US withdrew in 2018. Iran pledged to enrich uranium up to 60% but also said this move was reversible – like all its tentative violations of the Joint Comprehensive Plan of Action (JCPA) so far (Table 1). Iran also offered a prisoner swap with the US. Saudi Arabia appears resigned to a resumption of the JCPA that it cannot prevent, with crown prince Mohammed bin Salman offering diplomatic overtures to both the US and Iran. Table 1Iran’s Nuclear Program And Compliance With JCPA 2015 Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Still, the closer the US and Iran get to a deal the more its opponents will need to either take action or make preparations for the aftermath. The allegation that former US Secretary of State John Kerry’s shared Israeli military plans with Iranian Foreign Minister Javad Zarif is an example of the kind of political brouhaha that will occur as different elements try to support and oppose the normalization of US-Iran ties. More importantly Israel will underscore its red line against nuclear weaponization. Previously Iran was set to reach “breakout” capability of uranium enrichment – a point at which it has enough fissile material to produce a nuclear device – as early as May. Due to sabotage at the Natanz facility the breakout period may have been pushed back to July.3 This compounds the significance of this summer as a deadline for negotiating a reduction in tensions. While the US may be prepared to fudge on Iran’s breakout capabilities, Israel will not, which means a market-relevant showdown should occur this summer before Israel backs down for fear of alienating the United States. Tit-for-tat attacks in May and June could cause negative surprises for oil supply. Then there will be a mad dash by the negotiators to agree to deal before the de facto August deadline, when Iran inaugurates a new president and it becomes much harder to resolve outstanding issues. Chart 6Iran Deal Priced Into Oil Markets? Iran Deal Priced Into Oil Markets? Iran Deal Priced Into Oil Markets? Hence our argument that geopolitics adds upside risk to oil prices in the first half of the year but downside risk in the second half. The market’s expectations seem already to account for this, based on the forward curve for Brent crude oil. The marginal impact of a reconstituted Iran nuclear deal on oil prices is slightly negative over the long run since a deal is more likely to be concluded than not and will open up Iran’s economy and oil exports to the world. However, our Commodity & Energy Strategy expects the Brent price to exceed expectations in the coming years, judging by supply and demand balances and global macro fundamentals (Chart 6). If an Iran deal becomes a fait accompli in July and August the Saudis could abandon their commitment to OPEC 2.0’s production discipline. The Russians and Saudis are not eager to return to a market share war after what happened in March 2020 but we cannot rule it out in the face of Iranian production. Thus we expect oil to be volatile. Oil producers also face the threat of green energy and US shale production which gives them more than one reason to keep up production and prevent prices from getting too lofty. Throughout the post-2015 geopolitical saga between the US and Iran, major incidents have caused an increase in the oil-to-gold ratio. The risk of oil supply disruption affected the price more than the flight to gold due to geopolitical or war risk. The trend generally corresponds with that of the copper-to-gold ratio, though copper-to-gold rose higher when growth boomed and oil outperformed when US-Iran tensions spiked in 2019. Today the copper-to-gold ratio is vastly outperforming the oil-to-gold on the back of the global recovery (Chart 7). This makes sense from the point of view of the likelihood of a US-Iran deal this year. But tensions prior to a deal will push up oil-to-gold in the near term. Chart 7Biden Passes Iran Test? Likely But Not A Done Deal Biden Passes Iran Test? Likely But Not A Done Deal Biden Passes Iran Test? Likely But Not A Done Deal Bottom Line: The US-Iran diplomacy is on track. This means geopolitical risk will escalate in May and June before a short-term or interim deal is agreed in July or August. Geopolitical risk stemming from US-Iran relations will subside thereafter, unless the deadline is missed. The forward curve has largely priced in the oil price downside except for the risk that OPEC 2.0 becomes dysfunctional again. We expect upside price surprises in the near term. Biden, China, And Our Australia GeoRisk Indicator Ostensibly the US and Russia are avoiding a war over Ukraine and the US and Iran are negotiating a return to the 2015 nuclear deal. Only US-China relations utterly lack clarity, with military maneuvering in the Taiwan Strait and South China Sea and tensions simmering over the gamut of other disputes. Chart 8Biden Still Faces China Test Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s First 100 Days In Foreign Policy (GeoRisk Update) The latest data on global military spending show not only that the US and China continue to build up their militaries but also that all of the regional allies – including Japan! – are bulking up defense spending (Chart 8). This is a substantial confirmation of the secular growth of geopolitical risk, specifically in reaction to China’s rise and US-China competition. The first round of US-China talks under Biden went awry but since then a basis has been laid for cooperation on climate change, with President Xi Jinping attending Biden’s virtual climate change summit (albeit with no bilateral summit between the two). If John Kerry is removed as climate czar over his Iranian controversy it will not have an impact other than to undermine American negotiators’ reliability. The deeper point is that climate is a narrow basis for US-China cooperation and it cannot remotely salvage the relationship if a broader strategic de-escalation is not agreed. Carbon emissions are more likely to become a cudgel with which the US and West pressure China to reform its economy faster. The Department of Defense is not slated to finish its comprehensive review of China policy until June but most US government departments are undertaking their own reviews and some of the conclusions will trickle out in May, whether through Washington’s actions or leaks to the press. Beijing could also take actions that upend the Biden administration’s assessment, such as with the Microsoft hack exposed earlier this year. The Biden administration will soon reveal more about how it intends to handle export controls and sanctions on China. For example, by May 19 the administration is slated to release a licensing process for companies concerned about US export controls on tech trade with China due to the Commerce Department’s interim rule on info tech supply chains. The Biden administration looks to be generally hawkish on China, a view that is now consensus. Any loosening of punitive measures would be a positive surprise for Chinese stocks and financial markets in general. There are other indications that China’s relationship with the West is not about to improve substantially – namely Australia. Australia has become a bellwether of China’s relations with the world. While the US’s defense commitments might be questionable with regard to some of China’s neighbors – namely Taiwan (Province of China) but also possibly South Korea and the Philippines – there can be little doubt that Australia, like Japan, is the US’s red line in the Pacific. Australian politics have been roiled over the past several years by the revelation of Chinese influence operations, state- or military-linked investments in Australia, and propaganda campaigns. A trade war erupted last year when Australia called for an investigation into the origins of COVID-19 and China’s handling of it. Most recently, Victoria state severed ties with China’s Belt and Road Initiative. Despite the rise in Sino-Australian tensions, the economic relationship remains intact. China’s stimulus overweighed the impact of its punitive trade measures against Australia, both by bidding up commodity prices and keeping the bulk of Australia’s exports flowing (Chart 9). As much as China might wish to decouple from Australia, it cannot do so as long as it needs to maintain minimum growth rates for the sake of social stability and these growth rates require resources that Australia provides. For example, global iron ore production excluding Australia only makes up 80% of China’s total iron ore imports, which necessitates an ongoing dependency here (Chart 10). Brazil cannot make up the difference. Chart 9China-Australia Trade Amid Tensions China-Australia Trade Amid Tensions China-Australia Trade Amid Tensions Chart 10China Cannot Replace Australia China Cannot Replace Australia China Cannot Replace Australia This resource dependency does not necessarily reduce geopolitical tension, however, because it increases China’s supply insecurity and vulnerability to the US alliance. The US under Biden explicitly aims to restore its alliances and confront autocratic regimes. This puts Australia at the front lines of an open-ended global conflict. Chart 11Introducing: Australia GeoRisk Indicator (Smoothed) Introducing: Australia GeoRisk Indicator (Smoothed) Introducing: Australia GeoRisk Indicator (Smoothed) Our newly devised Australia GeoRisk Indicator illustrates the point well, as it has continued surging since the trade war with China first broke out last year (Chart 11). This indicator is based on the Australian dollar and its deviation from underlying macro variables that should determine its course. These variables are described in Appendix 1. If the Aussie weakens relative to these variables, then an Australian-specific risk premium is apparent. We ascribe that premium to politics and geopolitics writ large. A close examination of the risk indicator’s performance shows that it tracks well with Australia’s recent political history (Chart 12). Previous peaks in risk occurred when President Trump rose to power and Australia, like Canada, found itself beset by negative pressures from both the US and China. In particular, Trump threatened tariffs and the Australian government banned China’s Huawei from its 5G network. Today the rise in geopolitical risk stems almost exclusively from China. There is potential for it to roll over if Biden negotiates a reduction in tensions but that is a risk to our view (an upside risk for Australian and global equities). Chart 12Australian GeoRisk Indicator (Unsmoothed) Australian GeoRisk Indicator (Unsmoothed) Australian GeoRisk Indicator (Unsmoothed) What does this indicator portend for tradable Australian assets? As one would expect, Australian geopolitical risk moves inversely to the country’s equities, currency, and relative equity performance (Chart 13). Australian equities have risen on the back of global growth and the commodity boom despite the rise in geopolitical risk. But any further spike in risk could jeopardize this uptrend. Chart 13Australia Geopolitical Risk And Tradable Assets Australia Geopolitical Risk And Tradable Assets Australia Geopolitical Risk And Tradable Assets An even clearer inverse relationship emerges with the AUD-JPY exchange rate, a standard measure of risk-on / risk-off sentiment in itself. If geopolitical risk rises any further it should cause a reversal in the currency pair. Finally, Australian equities have not outperformed other developed markets excluding the US, which may be due to this elevated risk premium. Bottom Line: China is the most important of Biden’s foreign policy hurdles and unlike Russia and Iran there is no sign of a reduction in tension yet. Our Australian GeoRisk Indicator supports the point that risk remains very elevated in the near term. Moreover China’s credit deceleration is also negative for Australia. Cyclically, however, assuming that China does not overtighten policy, we take a constructive view on the Aussie and Australian equities. Biden’s Border Troubles Distract From Bullish Mexico Story The biggest criticism of Biden’s first 100 days has been his reduction in a range of enforcement measures on the southern border which has encouraged an overflow of immigrants. Customs and Border Patrol have seen a spike in “encounters” from a low point of around 17,000 in 2020 to about 170,000 today. The trend started last year but accelerated sharply after the election and had surpassed the 2019 peak of 144,000. Vice President Kamala Harris has been put in charge of managing the border crisis, both with Mexico and Central American states. She does not have much experience with foreign policy so this is her opportunity to learn on the job. She will not be able to accomplish much given that the Biden administration is unwilling to use punitive measures or deterrence and will not have large fiscal resources available for subsidizing the nations to the south. With the US economy hyper-charged, especially relative to its southern neighbors, the pace of immigration is unlikely to slacken. From a macro point of view the relevance is that the US is not substantially curtailing immigration – quite the opposite – which means that labor force growth will not deviate from its trend. What about Mexico itself? It is not likely that Harris will be able to engage on a broader range of issues with Mexico beyond immigration. As usual Mexico is beset with corruption, lawlessness, and instability. To these can be added the difficulties of the pandemic and vaccine rollout. Tourism and remittances are yet to recover. Cooperation with US federal agents against the drug cartels is deteriorating. Cartels control an estimated 40% of Mexican territory.4 Nevertheless, despite Mexico’s perennial problems, we hold a positive view on Mexican currency and risk assets. The argument rests on five points: Strong macro fundamentals: With China’s fiscal-and-credit impulse slowing sharply, and US stimulus accelerating, Mexico stands to benefit. Mexico has also run orthodox monetary and fiscal policies. It has a demographic tailwind, low wages, and low public debt. The stars are beginning to align for the country’s economy, according to our Emerging Markets Strategy. US and Canadian stimulus: The US and Canada have the second- and third-largest fiscal stimulus of all the major countries over the 2019-21 period, at 9% and 8% of GDP respectively. Mexico, with the new USMCA free trade deal in hand, will benefit. US protectionism fizzled: Even Republican senators blocked President Trump’s attempted tariffs on Mexico. Trump’s aggression resulted in the USMCA, a revised NAFTA, which both US political parties endorsed. Mexico is inured to US protectionism, at least for the short and medium term. Diversification from China: Mexico suffered the greatest opportunity cost from China’s rise as an offshore manufacturer and entrance to the World Trade Organization. Now that the US and other western countries are diversifying away from China, amid geopolitical tensions, Mexico stands to benefit. The US cannot eliminate its trade deficit due to its internal savings/investment imbalance but it can redistribute that trade deficit to countries that cannot compete with it for global hegemony. AMLO faces constraints: A risk factor stemmed from politics where a sweeping left-wing victory in 2018 threatened to introduce anti-market policies. President Andrés Manuel López Obrador (known as AMLO) and his MORENA party gained a majority in both houses of the legislature. Their coalition has a two-thirds majority in the lower house (Chart 14). However, we pointed out that AMLO’s policies have not been radical and, more importantly, that the midterm election would likely constrain his power. Chart 14Mexico’s Midterm Election Looms Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s First 100 Days In Foreign Policy (GeoRisk Update) These are all solid points but the last item faces a test in the upcoming midterm election. AMLO’s approval rating is strong, at 63%, putting him above all of his predecessors except one (Chart 15). AMLO’s approval has if anything benefited from the COVID-19 crisis despite Mexico’s inability to handle the medical challenge. He has promised to hold a referendum on his leadership in early 2022, more than halfway through his six-year term, and he is currently in good shape for that referendum. For now his popularity is helpful for his party, although he is not on the ballot in 2021 and MORENA’s support is well beneath his own. Chart 15AMLO’s Approval Fairly Strong Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s First 100 Days In Foreign Policy (GeoRisk Update) MORENA’s support is holding at a 44% rate of popular support and its momentum has slightly improved since the pandemic began. However, MORENA’s lead over other parties is not nearly as strong as it was back in 2018 (Chart 16, top panel). The combined support of the two dominant center-right parties, the Institutional Revolutionary Party and the National Action Party, is almost equal to that of MORENA. And the two center-left parties, the Democratic Revolution Party and Citizen’s Movement, are part of the opposition coalition (Chart 16, bottom panel). The pandemic and economic crisis will motivate the opposition. Chart 16MORENA’s Support Holding Up Despite COVID Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Traditionally the president’s party loses seats in the midterm election (Table 2). Circumstances are different from the US, which also exhibits this trend, because Mexico has more political parties. A loss of seats from MORENA does not necessarily favor the establishment parties. Nevertheless opinion polling shows that about 45% of voters say they would rather see MORENA’s power “checked” compared to 41% who wish to see the party go on unopposed.5 Table 2Mexican President’s Party Tends To Lose Seats In Midterm Election Biden’s First 100 Days In Foreign Policy (GeoRisk Update) Biden’s First 100 Days In Foreign Policy (GeoRisk Update) While the ruling coalition may lose its super-majority, it is not a foregone conclusion that MORENA will lose its majority. Voters have decades of experience of the two dominant parties, both were discredited prior to 2018, and neither has recovered its reputation so quickly. The polling does not suggest that voters regret their decision to give the left wing a try. If anything recent polls slightly push against this idea. If MORENA surprises to the upside then AMLO’s capabilities would increase substantially in the second half of his term – he would have political capital and an improving economy. While the senate is not up for grabs in the midterm, MORENA has a narrow majority and controls a substantial 60% of seats when its allies are taken into account. In this scenario AMLO could pursue his attempts to increase the state’s role in key industries, like energy and power generation, at the expense of private investors. Even then the Supreme Court would continue to act as a check on the government. The 11-seat court is currently made up of five conservatives, two independents, and three liberal or left-leaning judges. A new member, Margarita Ríos Farjat, is close to the government, leaving the conservatives with a one-seat edge over the liberals and putting the two independents in the position of swing voters. Even if AMLO maintains control of the lower house, he will not be able to override the constitutional court, as he has threatened on occasion to do, without a super-majority in the senate. Bottom Line: AMLO will likely lose some ground in the lower house and thus suffer a check on his power. This will only confirm that Mexican political risk is not likely to derail positive underlying macro fundamentals. Continue to overweight Mexican equities relative to Brazilian.   Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com   Appendix 1 The market is the greatest machine ever created for gauging the wisdom of the crowd and as such our Geopolitical Risk Indicators were not designed to predict political risk but to answer the question of whether and to what extent markets have priced that risk. Our Australian GeoRisk Indicator (see Chart 11-12 above) uses the same simple methodology used in our other indicators, which avoid the pitfall of regression-based models. We begin with a financial asset that has a daily frequency in price, in this case the AUD, and compare its movement against several fundamental factors – in this case global energy and base metal prices, global metals and mining stock prices, and the Chilean peso. Australia is a commodity-exporting country. It is the largest producer of iron ore and is among the largest producers of coal and natural gas. It is also a major trading partner for China. Due to the nature of its economy the Australian dollar moves with global metal and energy prices and the global metals and mining equity prices. Chile, another major commodity producer also moves with global metal prices, hence our inclusion of the peso in this indicator. The AUD has a high correlation with all of these assets, and if the changes in the value of the AUD lag or lead the changes in the value of these assets, the implication is that geopolitical risk unique to Australia is not priced by the market. We included the peso as Chile is not as affected as Australia by any conflict in the South China Sea or Northeast Asia, which means that a deviation of the AUD from CLP represents a unique East Asia Pacific risk. Our indicator captures the involvement of Australia in a few regional and international conflicts. The indicator climbed as Australia got involved in the East Timor emergency and declined as it exited. It continued declining even as Australia joined the US in the Afghanistan and Iraq wars, which showed that investors were unperturbed by faraway wars, while showing measurable concern in the smaller but closer Timorese conflict. Risks went up again as the nation erupted in labor protests as the Howard government made changes to the labor code. We see the market pricing higher risk again during the 2008 financial crisis, although it was modest and Australia escaped the crisis unscathed due to massive Chinese stimulus. Since then, investors have been climbing a wall of worry as they priced in Northeast Asia-related geopolitical risks. These started with the South Korean Cheonan sinking and continued with the Sino-Japanese clash over the Senkaku islands. They culminated with the Chinese ADIZ declaration in late 2013. In 2016, Australia was shocked again when Donald Trump was elected, and investor fears were evident when the details of Trump-Turnbull spat were made public. The risk indicator reached another peak during the trade wars between the US and the rest of the world. Investors were not worried about COVID-19 as Australia largely contained the pandemic, but the recent Australian-Chinese trade war pushed the risk indicator up, giving investors another wall of worry. If the Biden administration forces Australia into a democratic alliance in confrontation with autocratic China then this risk will persist for some time.   Jesse Anak Kuri Associate Editor Jesse.Kuri@bcaresearch.com We Read (And Liked) ... The Narrow Corridor: States, Societies, And The Fate Of Liberty This book is a sweeping review of the conditions of liberty essential to steering the world away from the Hobbesian war of all against all. In this unofficial sequel to the 2012 hit, Why Nations Fail: The Origins Of Power, Prosperity, And Poverty, Daron Acemoglu (Professor of Economics at the Massachusetts Institute of Technology) and James A. Robinson (Professor of Global Conflict Studies at the University of Chicago) further explore their thesis that the existence and effectiveness of democratic institutions account for a nation’s general success or failure. The Narrow Corridor6 examines how liberty works. It is not “natural,” not widespread, “is rare in history and is rare today.” Only in peculiar circumstances have states managed to produce free societies. States have to walk a thin line to achieve liberty, passing through what the authors describe as a “narrow corridor.” To encourage freedom, states must be strong enough to enforce laws and provide public services yet also restrained in their actions and checked by a well-organized civil society. For example, from classical history, the Athenian constitutional reforms of Cleisthenes “were helpful for strengthening the political power of Athenian citizens while also battling the cage of norms.” That cage of norms is the informal body of customs replaced by state institutions. Those norms in turn “constrained what the state could do and how far state building could go,” providing a set of checks. Though somewhat fluid in its definition, liberty, as Acemoglu and Robinson show, is expressed differently under various “leviathans,” or states. For starters, the “Shackled Leviathan” is a government dedicated to upholding the rule of law, protecting the weak against the strong, and creating the conditions for broad-based economic opportunity. Meanwhile, the “Paper Leviathan” is a bureaucratic machine favoring the privileged class, serving as both a political and economic brake on development and yielding “fear, violence, and dominance for most of its citizens.” Other examples include: The “American Leviathan” which fails to deal properly with inequality and racial oppression, two enemies of liberty; and a “Despotic Leviathan,” which commands the economy and coerces political conformity – an example from modern China. Although the book indulges in too much jargon, it is provocative and its argument is convincing. The authors say that in most places and at most times, the strong have dominated the weak and human freedom has been quashed by force or by customs and norms. Either states have been too weak to protect individuals from these threats or states have been too strong for people to protect themselves from despotism. Importantly, many states believe that once liberty is achieved, it will remain the status quo. But the authors argue that to uphold liberty, state institutions have to evolve continuously as the nature of conflicts and needs of society change. Thus society's ability to keep state and rulers accountable must intensify in tandem with the capabilities of the state. This struggle between state and society becomes self-reinforcing, inducing both to develop a richer array of capacities just to keep moving forward along the corridor. Yet this struggle also underscores the fragile nature of liberty. It is built on a precarious balance between state and society; between economic, political, and social elites and common citizens; between institutions and norms. If one side of the balance gets too strong, as has often happened in history, liberty begins to wane. The authors central thesis is that the long-run success of states depends on the balance of power between state and society. If states are too strong, you end up with a “Despotic Leviathan” that is good for short-term economic growth but brittle and unstable over the long term. If society is too strong, the “Leviathan” is absent, and societies suffer under a pre-modern war of all against all. The ideal place to be is in the narrow corridor, under a shackled Leviathan that will grow state capacity and individual liberty simultaneously, thus leading to long-term economic growth. In the asset allocation process, investors should always consider the liberty of a state and its people, if a state’s institutions grossly favor the elite or the outright population, whether these institutions are weak or overbearing on society, and whether they signify a balance between interests across the population. Whether you are investing over a short or long horizon, returns can be significantly impacted in the absence of liberty or the excesses of liberty. There should be a preference among investors toward countries that exhibit a balance of power between state and society, setting up a better long-term investment environment, than if a balance of power did not exist.   Guy Russell Research Analyst GuyR@bcaresearch.com GeoRisk Indicator China China: GeoRisk Indicator China: GeoRisk Indicator Russia Russia: GeoRisk Indicator Russia: GeoRisk Indicator UK UK: GeoRisk Indicator UK: GeoRisk Indicator Germany Germany: GeoRisk Indicator Germany: GeoRisk Indicator France France: GeoRisk Indicator France: GeoRisk Indicator Italy Italy: GeoRisk Indicator Italy: GeoRisk Indicator Canada Canada: GeoRisk Indicator Canada: GeoRisk Indicator Spain Spain: GeoRisk Indicator Spain: GeoRisk Indicator Taiwan – Province Of China Taiwan-Province of China: GeoRisk Indicator Taiwan-Province of China: GeoRisk Indicator Korea Korea: GeoRisk Indicator Korea: GeoRisk Indicator Turkey Turkey: GeoRisk Indicator Turkey: GeoRisk Indicator Brazil Brazil: GeoRisk Indicator Brazil: GeoRisk Indicator Australia Australia: GeoRisk Indicator Australia: GeoRisk Indicator Footnotes 1 "President Biden’s first 100 days as president fact-checked," BBC News, April 29, 2021, bbc.com. 2 "Oil tanker off Syrian coast hit in suspected drone attack," Al Jazeera, April 24, 2021, Aljazeera.com. 3 See Yaakov Lappin, "Natanz blast ‘likely took 5,000 centrifuges offline," Jewish News Syndicate, jns.org. 4 John Daniel Davidson, "Former US Ambassador To Mexico: Cartels Control Up To 40 Percent Of Mexican Territory," The Federalist, April 28, 2021, thefederalist.com. 5 See Alejandro Moreno, "Aprobación de AMLO se encuentra en 61% previo a campañas electorales," El Financiero, April 5, 2021, elfinanciero.com. 6 Penguin Press, New York, NY, 2019, 558 pages. Section III: Geopolitical Calendar

Highlights Rising CO2 emissions on the back of stronger global energy growth this year will keep energy markets focused on expanding ESG risks in the buildout of renewable generation via metals mining (Chart of the Week).   EM energy demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth.  Demand in DM economies will fall 3% this year vs 2019 levels.  Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA.  Rising energy demand will be met by higher fossil-fuel use, with coal demand increasing by more than total renewables generation this year and accounting for more than half of global energy demand growth. Demand for renewable power will increase by 8,300 TWh (8%) this year, the largest y/y increase recorded by the IEA.  As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.1  Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Feature Energy demand will recover much of the ground lost to the COVID-19 pandemic last year, according to the IEA.2 Most of this is down to successful rollouts of vaccination programs in systemically important economies – e.g., China, the US and the UK – and the massive fiscal and monetary stimulus deployed to carry the global economy through the pandemic. The risk of further lockdowns and uncontrolled spread of variants of the virus remains high, but, at present, progress continues to be made and wider vaccine distribution can be expected. The IEA expects a global recovery in energy demand of 4.6% this year, which will put total demand at ~ 0.5% above 2019 levels. The global rebound will be led by EM economies, where demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth. Energy demand in DM economies will fall 3% this year vs 2019 levels. Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA. Chart of the WeekGlobal CO2 Emissions Will Rebound Post-COVID-19 Global CO2 Emissions Will Rebound Post-COVID-19 Global CO2 Emissions Will Rebound Post-COVID-19 Coal demand will lead the rebound in fossil-fuel use, which is expected to account for more than total renewables demand globally this year, covering more than half of global energy demand growth. This will push CO2 emissions up by 5% this year. Asia coal demand – led by China's and India's world-leading coal-plant buildout over the past 20 years – will account for 80% of world demand (Chart 2). Chart 2China, India Lead Coal-Fired Generation Buildout China, India Lead Coal-Fired Generation Buildout China, India Lead Coal-Fired Generation Buildout Demand for renewable power will post its biggest year-on-year gain on record, increasing by 8,300 TWh (8%) this year. This increase comes at the back of roughly a decade of an increasing share of electricity from renewables globally (Chart 3). As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.3 Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Chart 3Share of Electricity From Renewables Has Been Increasing Share of Electricity From Renewables Has Been Increasing Share of Electricity From Renewables Has Been Increasing ESG Risks Increase With Renewables Buildout Governments have pledged to invest vast sums of money into the green energy transition, to reduce fossil fuels consumption and deforestation, thus curbing temperature increases. In addition, banks have pledged trillions will be made available to support the buildout of renewable technologies over the coming years. The World Bank, under the most ambitious scenarios considered (IEA ETP B2DS and IRENA REmap), projects that renewables, will make up approximately 90% of the installed electricity generation capacity up to 2050. This analysis excludes oil, biomass and tidal energy. (Chart 4). Building these renewable energy sources will be extremely mineral intensive (Chart 5). Chart 4Renewables Potential Is Huge … Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand While we have highlighted issues such as a lack of mining capex and decreasing ore grades in past research – both of which can be addressed by higher metals and minerals prices – the environmental, social and governance (ESG) risks posed by mining are equally important factors for investors, policymakers and mining companies to consider.4 The mining industry generally uses three principal sources of energy for its operations – diesel fuel (mostly in moving mined ore down the supply chain for processing), grid electricity and explosives. Of these three, diesel and electricity consumption contributes substantially to mining’s GHG emissions. In the mining stage, land clearing, drilling, blasting, crushing and hauling require a considerable amount of energy, and hence emit the highest amounts of greenhouse gases (GHGs). Chart 5… As Are Its Mineral Requirements Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand The Environmental Impact Of Mining Under the scenarios depicted in Chart 5, copper suppliers could be called on to produce approximately 21mm MT of the red metal annually between now and 2050, which is equivalent to a 7% annual increase of supplies vs. the 2017 reference year shown in the chart. Mining sufficient amounts of copper, a metal which is critical to the renewable energy buildout, both in terms of quantity and versatility, will test miners' and governments' ability to extract sufficient amounts of ore for further processing without massively damaging the environment or indigenous populations' habitats (Chart 6). Chart 6Copper Spans All Renewables Technologies Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand A recent risk analysis of 308 undeveloped copper orebodies found that for 180 of the orebodies – roughly equivalent to 570mm MT of copper – ore-grade risk was characterized as moderate-to-high risk.5 High risk implies a lower concentration of metal in the ore deposits. Mining in ore bodies with lower copper grades will be more energy intensive, and thus will emit more greenhouse gases. Table 1 is a risk matrix of the 40 mines that have the most amount of copper tonnage in this analysis: 27 of these mines displayed in the matrix have a medium-to-high grade risk. Table 1Mining Risk Matrix Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand Another analysis established a negative relationship between the ore-grade quality and energy consumption across mines for different metals and minerals.6 This paper found that, as ore grade depletes, the energy needed to extract it and send it along the supply chain for further processing is exponentially higher (Chart 7). Lastly, a recent examination found that in 2018, primary metals and mining accounted for approximately 10% of the total greenhouse gases. Using a case study of Chile, the world’s largest producer of the red metal, the researchers found that fuel consumption increased by 130% and electricity consumption per unit of mined copper increased by 32% from 2001 to 2017. This increase was primarily due to decreasing ore grades.7 As ore grades continue to fall, these exponential relationships likely will persist or become more significant. Chart 7Energy Use Rises As Ore Quality Falls Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand Bottom Line: While technology can improve extraction, it cannot reduce the minimum energy required for the mining process. This increased energy use will contribute to the total amount of CO2 and other GHGs emitted in the process of extracting the ores required to realize a low-carbon future. Trade-Off Between CO2 Emissions And Economic Development A recent Reuters analysis highlights the gap between EM and DM from the perspective of their renewable energy transition priorities.8 Of the 17 UN Sustainable Development Goals (SDGs), “Taking action to combat climate change” takes precedence over the rest for DM economies. This is largely because they have already dealt with other energy and income intensive SDGs such as improvements in healthcare and poverty reduction. The large scale of unmet energy demand in developing countries poses a huge challenge to controlling CO2 emissions. The populations of these countries are growing fast and are projected to continue increasing over the next three decades. Rising populations, make the issue of a "green-energy transition" extremely dynamic – i.e., not only do EM economies need to replace existing fossil fuels, but they also need to add enough extra zero-emission fuel sources to meet the growth in energy demand. Bottom Line: Coupled with the increased amount of energy required to mine the same amount of metal (due to lower ore grades), rising energy demand resulting from a burgeoning population in EM economies - which use fossil fuels to meet their primary needs - will require more metals to be mined for the renewable energy transition. This will further increase the amount of carbon dioxide and other greenhouse gas emissions from mine activity, and increase the risk to indigenous populations living close-by to the sources of this new metals supply. ESG risks will increase as a result, presenting greater challenges to attracting funding to these efforts.   Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 was expected to stick with its decision to return ~ 2mm b/d of supply to the market at its ministerial meeting Wednesday. Markets remain wary of demand slowing as COVID-19-induced lockdowns persist and case counts increase globally. The production being returned to market includes 1mm b/d of voluntary cuts by Saudi Arabia, which could, if needs be, keep barrels off the market if demand weakens. Base Metals: Bullish Front-month COMEX copper is holding above $4.50/lb, after breaching its 11-year high earlier this week. The proximate cause of the initial lift above that level was news of a strike by Chilean port workers on Monday protesting restrictions on early pension-fund drawdowns, according to mining.com. After a slight breather, prices returned to trading north of $4.50/lb by mid-week. Last week, we raised our Dec21 COMEX copper price forecast to $5.00/lb from $4.50/lb. Separately, high-grade iron ore (65% Fe) hit record highs, while the benchmark grade (62% Fe) traded above $190/MT earlier in the week on the back of lower-than-expected production by major suppliers and USD weakness. Steel futures on the Shanghai Futures Exchange hit another record as well, as strong demand and threats of mandated reductions in Chinese steel output to reduce pollution loom (Chart 8). Precious Metals: Bullish Rising COVID cases, especially in India, Brazil and Japan are increasing gold’s safe-haven appeal (Chart 9). The US CFTC, in its Commitment of Traders (COT) report for the week ending April 20, stated that speculators raised their COMEX gold bullish positions. At the end of the two-day FOMC meeting, the Fed decided against lifting interest rates and withdrawing support for the US economy. However, officials sounded more optimistic about the economy than they did in March. The decision did not give any sign interest rates would be lifted, or asset purchases would be tapered against the backdrop of a steadily improving economy.  Net, this could increase demand for gold, as inflationary pressures rise. As of Tuesday’s close, COMEX gold was trading at $1778/oz. Ags/Softs: Neutral Corn and bean futures settled down by mid-week after a sharp rally earlier. After rising to a new eight-year high just below $7/bushel due to cold weather in the US, and fears a lower harvest in Brazil will reduce global grain supplies, corn settled down to ~ $6.85/bu at mid-week trading. Beans traded above $15.50/bu earlier in the week, their highest since June 2014, and settled down to ~ $15.36/bu by mid-week. Attention remains focused on global supplies. The uptrend in grains and beans remains intact. Chart 8 OCTOBER HRC FUTURES HIT A HIGH ON THE SHFE OCTOBER HRC FUTURES HIT A HIGH ON THE SHFE Chart 9 Covid Uncertainty Could Push Up Gold Demand Covid Uncertainty Could Push Up Gold Demand   Footnotes 1     Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 2     Please see Global Energy Review 2021, the IEA's Flagship report for April 2021. 3    Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 4    We discussed these capex issues in last week's research, Copper Headed Higher On Surge In Steel Prices, which is available at ces.bcaresearch.com. 5    Please see Valenta et al.’s ‘Re-thinking complex orebodies: Consequences for the future world supply of copper’ published in 2019 for this analysis. 6    Please see Calvo et. al.’s ‘Decreasing Ore Grades in Global Metallic Mining: A Theoretical Issue or a Global Reality?’ published in 2016 for this analysis. 7     Please see Azadi et. al.’s ‘Transparency on greenhouse gas emissions from mining to enable climate change mitigation’ published in 2020 for this analysis. 8    Please see John Kemp's Column: CO2 emission limits and economic development published 19 April 2021 by reuters.com.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Stronger global growth in the wake of continued and expected fiscal and monetary stimulus, and progress against COVID-19 are boosting oil demand assumptions by the major data suppliers for this year.  We lifted our 2021 global demand estimate by 640k b/d to 98.25mm b/d, and assume OPEC 2.0 will make the necessary adjustments to keep Brent prices closer to $60/bbl than not, so as not to disrupt a fragile recovery. We are maintaining our 2022 and 2023 Brent forecasts at $65/bbl and $75/bbl. Commodity markets are ignoring the rising odds of armed conflict involving the US, Russia and China and their clients and allies.  Russia has massed troops on Ukraine’s border and warned the US not to interfere.  China has massed warships off the coast of the Philippines, and continues its incursions in Taiwan’s air-defense zone, keeping US forces on alert.  Intentional or accidental engagement would spike oil prices.  Two-way price risk abounds.  In addition to the risk of armed hostilities, faster distribution of vaccines would accelerate recovery and boost prices above our forecasts.  Downside risk of a resurgence in COVID-19-induced lockdowns remains, as rising death and hospitalization rates in Brazil, India and Europe attest (Chart of the Week). Feature Oil-demand estimates – ours included – are reviving in the wake of measurable progress in combating the COVID-19 pandemic in major economies, and an abundance of fiscal and monetary stimulus, particularly out of the US.1 On the back of higher IMF GDP projections, we lifted our 2021 global demand estimate by 640k b/d to 98.25mm b/d in this month’s balances. In our modeling, we assume OPEC 2.0 will make the necessary adjustments to keep Brent prices closer to $60/bbl than not, so as not to disrupt a fragile recovery. In an unusual turn of events, the early stages of the recovery in oil demand will be led by DM markets, which we proxy using OECD oil consumption (Chart 2). Thereafter, EM economies, re-take the growth lead next year and into 2023. Chart of the WeekCOVID-19 Deaths, Hospitalizations Threaten Global Recovery Upside Oil Price Risks Are Increasing Upside Oil Price Risks Are Increasing Chart 2DM Demand Surges This Year DM Demand Surges This Year DM Demand Surges This Year Absorbing OPEC 2.0 Spare Capacity We continue to model OPEC 2.0, the producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia, as the dominant producer in the market. The growth we are expecting this year will absorb a significant share of OPEC 2.0’s spare capacity, most of which – ~ 6mm b/d of the ~ 8mm b/d – is to be found in KSA (Chart 3). The core producers’ spare capacity allows them to meet recovering demand faster than the US shale producers can mobilize rigs and crews and get new supply into gathering lines and on to main lines. We model the US shale producers as a price-taking cohort, who will produce whatever the market allows them to produce. After falling to 9.22mm b/d in 2020, we expect US production to recover to 9.56mm b/d this year, 10.65mm b/d in 2022, and 11.18mm in 2023 (Chart 4). Lower 48 production growth in the US will be led by the shales, which will account for ~ 80% of total US output each year. Chart 3Core OPEC 2.0 Spare Capacity Will Respond First To Higher Demand Core OPEC 2.0 Spare Capacity Will Respond First To Higher Demand Core OPEC 2.0 Spare Capacity Will Respond First To Higher Demand Chart 4Shale Is The Marginal Barrel In The Price Taking Cohort Shale Is The Marginal Barrel In The Price Taking Cohort Shale Is The Marginal Barrel In The Price Taking Cohort OPEC 2.0’s dominant position on the supply side allows it to capture economic rents before non-coalition producers, which will remain a disincentive to them until the spare capacity is exhausted. Thereafter, the price-taking cohort likely will fund much of its E+P activities out of retained earnings, given their limited ability to attract capital. Equity investors will continue to demand dividends that can be maintained and grown, or return of capital via share buybacks. This will restrain production growth to those firms that are profitable. We expect the OPEC 2.0 coalition’s production discipline will keep supply levels just below demand so that inventories continue to fall, just as they have done during the COVID-19 pandemic, despite the demand destruction it caused (Chart 5). These modeling assumptions lead us to continue to expect supply and demand will continue to move toward balance into 2023 (Table 1). Chart 5Supply-Demand Balances in 2021 Supply-Demand Balances in 2021 Supply-Demand Balances in 2021 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Upside Oil Price Risks Are Increasing Upside Oil Price Risks Are Increasing We continue to expect this balancing to induce persistent physical deficits, which will keep inventories falling into 2023 (Chart 6). As inventories are drawn, OPEC 2.0’s dominant-producer position will allow it to will keep the Brent and WTI forward curves backwardated (Chart 7).2 We are maintaining our 2022 and 2023 Brent forecasts at $65/bbl and $75/bbl (Chart 8). Chart 6OPEC 2.0 Policy Continues To Keep Supply Below Demand... OPEC 2.0 Policy Continues To Keep Supply Below Demand... OPEC 2.0 Policy Continues To Keep Supply Below Demand... Chart 7OECD Inventories Fall to 2023 OECD Inventories Fall to 2023 OECD Inventories Fall to 2023 Chart 8Brent Forecasts Rise As Global Economy Recovers Brent Forecasts Rise As Global Economy Recovers Brent Forecasts Rise As Global Economy Recovers Two-Way Price Risk Abounds Risks to our views abound on the upside and the downside. To the upside, the example of the UK and the US in mobilizing its distribution of vaccines is instructive. Both states got off to a rough start, particularly the US, which did not seem to have a strategy in place as recently as January. After the US kicked its procurement and distribution into high gear its vaccination rates soared and now appear to be on track to deliver a “normal” Fourth of July holiday in the US. The UK has begun its reopening this week. Both states are expected to achieve herd immunity in 3Q21.3 The EU, which mishandled its procurement and distribution likely benefits from lessons learned in the UK and US and achieves herd immunity in 4Q21, according to McKinsey’s research. Any acceleration in this timetable likely would lead to stronger growth and higher oil prices. The next big task for the global community will be making vaccines available to EM economies, particularly those in which the pandemic is accelerating and providing the ideal setting for mutations and the spread of variants that could become difficult to contain. The risk of a resurgence in large-scale COVID-19-induced lockdowns remains, as rising death and hospitalization rates in Brazil, India and Europe attest. Cry Havoc The other big upside risk we see is armed conflict involving the US, Russia, China and their clients and allies. Commodity markets are ignoring these risks at present. Even though they do not rise to the level of war, the odds of kinetic engagement – planes being shot down or ships engaging in battle in the South China Sea – are rising on a daily basis. This is not unexpected, as our colleagues in BCA Research’s Geopolitical Strategy pointed out recently.4 Indeed, our GPS service, led by Matt Gertken, warned the Biden administration would be tested in this manner by Russia and China from the get-go. Russia has massed troops on Ukraine’s border and warned the US not to interfere. China has massed warships off the coast of the Philippines, and continues its incursions in Taiwan’s air-defense zone, keeping US forces on alert. Political dialogue between the US and Russia and the US and China is increasingly vitriolic, with no sign of any leavening in the near future. Intentional or accidental engagement could let slip the dogs of war and spike oil prices briefly. Finally, OPEC 2.0 is going to have to accommodate the “official” return of Iran as a bona fide oil exporter, if, as we expect, it is able to reinstate its nuclear deal – i.e., the Joint Comprehensive Plan of Action (JCPOA) – with Western states, which was abrogated by then-President Donald Trump in 2018. This may prove difficult, given our view that the oil-price collapse of 2014-16 was the result of the Saudis engineering a market-share war to tank prices, in an effort to deny Iran $100+ per-barrel prices that had prevailed between end-2010 and mid-2014. OPEC 2.0, particularly KSA, has not publicly involved itself in the US-Iran negotiations. However, it is worthwhile recalling that following the disastrous market-share war launched in 2014, KSA and the rest of OPEC 2.0 did accommodate Iran’s return to markets post-JCPOA.   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 Brent and WTI prices rallied sharply following the release of the EIA’s Weekly Petroleum Status Report showing a 9.1mm-barrel decline in US crude and product stocks for the week ended 9 April 2021. This was led by a huge draw in commercial crude and distillate inventories (5.9mm barrels and 2.1mm barrels, respectively). These draws came on the back of generally bullish global demand upgrades by the major data services (EIA, IEA and OPEC) over the past week. These assessments were supported by EIA data showing refined-product demand – i.e., “product supplied” – jumped 1.1mm b/d for the week ended 9 April. With vaccine distributions picking up steam, despite setbacks on the Johnson & Johnson jab, the storage draws and improved demand appear to have catalyze the move higher. Continued weakness in the USD also provided a tailwind, as did falling real interest rates in the US. Base Metals: Bullish Nickel prices fell earlier this week, as China’s official Xinhua news agency reported that Chinese Premier, Li Keqiang stressed the need to strengthen raw materials’ market regulation, amidst rising commodities prices, which been pressuring corporate financial performance (Chart 9). This statement came after China’s top economic advisor, Liu He also called for authorities to track commodities prices last week. Nickel prices fell by around $500/ ton earlier this week on this news, and were trading at $16,114.5/MT on the London Metals exchange as of Tuesday’s close. Other base metals were not affected by this news. Precious Metals: Bullish The US dollar and 10-year treasury yields fell after March US inflation data was released earlier this week. US consumer prices rose by the most in nearly nine years. The demand for an inflation hedge, coupled with the falling US dollar and treasury yields, which reduce the opportunity cost of purchasing gold, caused gold prices to rise (Chart 10). This uncertainty, coupled with the increasing inflationary pressures due to the US fiscal stimulus will increase demand for gold. Spot COMEX gold prices were trading at $1,746.20/oz as of Tuesday’s close. Ags/Softs: Neutral The USDA reported ending stocks of corn in the US stood at 1.35 billion bushels, well below market estimates of 1.39 billion and the 1.50 billion-bushel estimate by the Department last month, according to agriculture.com’s tally.  Global corn stocks ended at 283.9mm MT vs a market estimate of 284.5mm MT and a Department estimate of 287.6mm MT.  Chart 9Base Metals Are Being Bullish Base Metals Are Being Bullish Base Metals Are Being Bullish Chart 10Gold Prices To Rise Gold Prices To Rise Gold Prices To Rise   Footnotes 1     Please see US-Russia Pipeline Standoff Could Push LNG Prices Higher, which we published on 8 April 2021 re the IMF’s latest forecast for global growth.  Briefly, the Fund raised its growth expectations for this year and next to 6% and 4.4%, respectively, nearly a full percentage-point increase versus its January forecast update for 2021 2     A backwardated forward curve – prompt prices trading in excess of deferred prices – is the market’s way of signaling tightness.  It means refiners of crude oil value crude availability right now over availability a year from now.  This is exactly the same dynamic that drives an investor to pay $1 today for a dollar bill delivered tomorrow than for that same dollar bill delivered a year from now (that might only fetch 98 cents today, e.g.). 3    Please see When will the COVID-19 pandemic end?, published 26 March 2021 by McKinsey & Co. 4    Please see The Arsenal Of Democracy, a prescient analysis published 2 April 2021 by BCA’s Geopolitical Strategy.  The report notes the Biden administration “still faces early stress-tests on China/Taiwan, Russia, Iran, and even North Korea.  Game theory helps explain why financial markets cannot ignore the 60% chance of a crisis in the Taiwan Strait. A full-fledged war is still low-probability, but Taiwan remains the world’s preeminent geopolitical risk.”   Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Global Inflation: The case for maintaining a strategic overall allocation to inflation-linked bonds (ILBs) versus nominal government debt in dedicated global fixed income portfolios remains intact. Global growth expectations are accelerating as vaccinations increase, spare capacity is increasingly being absorbed across the developed world and central banks (led by the Federal Reserve) continue to show no inclination to tighten policy anytime soon. Inflation-Linked Bond Allocations: ILB valuations, however, are no longer uniformly cheap across all countries. Real yields are now moving in a less coordinated fashion as markets try to sort out the timing and pace of eventual future central bank tightening. We recommend shifting inflation-linked bond exposure from Canada to Germany, as both markets have similar valuations but the Bank of Canada is likely to turn less dovish well ahead of the ECB. Feature Chart of the WeekMarkets Remain Unconcerned About An Inflation Overshoot Markets Remain Unconcerned About An Inflation Overshoot Markets Remain Unconcerned About An Inflation Overshoot The global reflation trade over the past year has been highly rewarding to investors. Equity and credit markets worldwide have delivered outstanding returns on the back of highly stimulative monetary and fiscal policies implemented to deal with the negative economic effects of COVID-19. The global INflation trade has also paid off for investors in inflation-linked bonds (ILBs), which have outperformed nominal government debt across the developed economies dating back to last spring. The rising trend for global inflation breakevens remains intact, but is approaching some potential resistance points. A GDP-weighted average of 10-year breakeven inflation rates among the major developed economies is just shy of the 2% level that has represented a firm ceiling over the past decade (Chart of the Week). At the same time, the Bloomberg consensus forecast for headline CPI inflation for that same group of countries calls for an increase to only 1.8% by year-end before slowing to 1.7% in 2022. The latest forecasts from the IMF are similar, calling for headline inflation in the advanced economies to reach 1.6% in 2021 and 1.7% in 2022. If those modest forecasts for realized inflation come to fruition, then there is likely not much more upside in inflation breakevens, in aggregate. Country selection within the ILB universe will become more important over the next 6-12 months, as divergences in growth, realized inflation and central bank reactions will lead to a more heterogeneous path for global inflation breakevens. Underlying Inflation Backdrop Still Supports Rising Breakevens On a total return basis, ILBs enjoyed an extended run of success prior to this year. The cumulative total return of the asset class (in local currency terms) between 2012 and 2020 was a whopping 61% in the UK, 25% in Canada, 22% in the US and 21% in the euro area (aggregating the individual countries in the region with inflation-linked bonds). However, the absolute performance of ILBs has been more disperse on a country-by-country basis so far in 2021. ILBs are down year-to-date in Canada (-6.2%), the UK (-5.0%) and the US (-1.4%). On the other hand, euro area ILBs have delivered a positive total return of +0.5% so far in 2021. Real bond yields have climbed off the lows in the US, UK and, most notably, Canada where the overall index yield on the Bloomberg Barclays inflation-linked bond index is now in positive territory for the first time since before the pandemic started (Chart 2). At the same time, real bond yields have been drifting lower in the euro area. These real yield moves are related to shifting perceptions of central bank responses to the global growth upturn. For example, pricing in overnight index swap (OIS) curves have pulled forward the timing and pace of future interest rate increases in the US and Canada – i.e. real policy rates will become less negative - while there has been comparatively little change in euro zone rate expectations. While the absolute returns for ILBs have become less correlated, the relative trade between nominal and inflation-linked government bonds in all countries remains intact. 10-year breakeven inflation rates have been steadily climbing in the US and UK, while depressed Japanese breakevens have crept modestly higher (Chart 3). Even Europe, where inflation has remained subdued for years, has seen a significant shift higher in inflation breakevens. (Chart 4). The turn in breakevens has occurred alongside a major change in investor perceptions of future inflation, with surveys like the ZEW showing an overwhelming majority of financial professionals expecting higher inflation in the US, Europe and the UK. Chart 2A Fading Bull Market In Inflation-Linked Bonds A Fading Bull Market In Inflation-Linked Bonds A Fading Bull Market In Inflation-Linked Bonds Chart 3A Solid Recovery In Inflation Expectations A Solid Recovery In Inflation Expectations A Solid Recovery In Inflation Expectations Chart 4European Inflation Expectations Starting To Normalize European Inflation Expectations Starting To Normalize European Inflation Expectations Starting To Normalize Inflation forecasts have shifted in response to faster global growth expectations on the back of vaccine optimism and aggressive US fiscal stimulus. Yet inflation forecasts remain modest compared to the huge growth figures expected for 2021 and 2022. In its latest World Economic Outlook published last week, the IMF upgraded its global real GDP forecast to 6.0% for 2021 and 4.4% for 2022. This represented an increase of 0.5 and 0.4 percentage points, respectively, from the last set of forecasts published back in January. While growth upgrades occurred across all major developed and emerging economies, the biggest upgrades came in the US and Canada, for both 2021 and 2022. As a result, the IMF projects the output gap in both countries to turn positive over 2022 and 2023, and be nearly closed in core Europe, Australia and Japan (Chart 5). The IMF is not projecting a major inflation surge on the back of those upbeat growth forecasts, though. While headline inflation in the US is expected to climb to 2.3% in 2021 and 2.4% in 2022, the same measure in Canada is only projected to rise to 1.7% and 2.0% over the same two years. European inflation is expected to remain subdued, reaching only 1.4% this year and drifting back to 1.2% in 2022 despite real GDP growth averaging 4.1% over the two-year period. The IMF attributes the benign inflation outcomes, even in the face of booming growth rates and the rapid elimination of output gaps, to the structural disinflationary backdrop for so-called “non-cyclical” inflation (Chart 6). The IMF defines this as the components of inflation indices that are less sensitive to changes in aggregate demand. The IMF estimates show that the contribution from non-cyclical components to overall inflation in the advanced economies had fallen to essentially zero at the end of 2020. Chart 5A Big Expected Narrowing Of Output Gaps How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart 6Non-Cyclical Components Still Weighing On Global Inflation Non-Cyclical Components Still Weighing On Global Inflation Non-Cyclical Components Still Weighing On Global Inflation There is considerable upside risk for the more cyclical components of inflation that could result in inflation overshooting the IMF projections (Chart 7). Chart 7Cyclical Backdrop Is Inflationary Cyclical Backdrop Is Inflationary Cyclical Backdrop Is Inflationary For example, in the US, the Prices Paid component of the ISM Manufacturing index remains elevated at post-2008 highs, while the year-over-year change in the Producer Price Index soared to 6% in March. Across the Atlantic, the European Commission business and consumer surveys have shown a big surge in the net balance of respondents expecting higher inflation in manufacturing and retail trade. Previous weakness in the US dollar and surging commodity prices are playing a major role in this rapid pick-up in price pressures seen in many countries. Given the current backdrop of strong global growth expectations, with actual activity accelerating as vaccinations increase and more parts of the global economy reopen, inflation pressures are unlikely to fade in the near term. With realized inflation rates set to spike due to base effect comparisons to the pandemic-fueled collapse one year ago, the upward pressure on global ILB inflation breakevens will persist in the coming months – especially with breakevens still below levels that would prompt central banks to turn less dovish sooner than expected. Bottom Line: The case for maintaining a strategic overall allocation to inflation-linked bonds (ILBs) versus nominal government debt in dedicated global fixed income portfolios remains intact. Global growth expectations are accelerating as vaccinations increase, spare capacity is increasingly being absorbed across the developed world and central banks (led by the Federal Reserve) continue to show no inclination to tighten policy anytime soon. Assessing Value In Developed Market Inflation-Linked Bonds Chart 8USD Outlook Now More Mixed USD Outlook Now More Mixed USD Outlook Now More Mixed Although the current backdrop remains conducive to a continuation of the rising trend in global ILB breakevens, there are factors that could begin to slow the upward momentum. The future path of the US dollar is now a bit less certain (Chart 8). While the DXY index is still down 7.4% compared to a year ago, it is up 2.4% so far in 2021. Shorter-term real interest rate differentials between the US and the other major developed markets remain dollar-bearish. At the same time, longer-term real yield differentials have risen in favor of the US (middle panel). Furthermore, US growth is outperforming other developed economies, typically a dollar-bullish factor (bottom panel). Given the usual negative correlation between the US dollar and commodity prices, a loss of downside dollar momentum could also slow the pace of commodity price appreciation. This represents a risk to additional global ILB outperformance versus government bonds. Our GDP-weighted aggregate of 10-year ILB breakevens for the major developed economies is currently just under 2% - levels more consistent with oil prices over $80/bbl than the current price closer to $60/bbl (Chart 9). Chart 9Breakevens Consistent With Much Higher Oil Prices Breakevens Consistent With Much Higher Oil Prices Breakevens Consistent With Much Higher Oil Prices Given some of these uncertainties over the strength of any future inflationary push from a weaker US dollar and rising commodity prices, a broad overweight allocation to ILBs across the entire developed market universe may no longer generate the same strong returns versus nominal government bonds seen over the past year. With the “easy money” already having been made in the global breakeven widening trade, country allocation within the ILB universe has now become a more important dimension for bond investors to consider. To assess the relative attractiveness of individual ILB markets, we turn to a few valuation tools. Our regression-based valuation models for 10-year ILB breakevens in the US, UK, France, Italy, Germany, Japan, Canada and Australia are all presented in the Appendix on pages 14-17. The two inputs into the model are the annual rate of change of the Brent oil price in local currency terms (as a measure of shorter-term inflation pressure) and a five-year moving average of realized headline CPI inflation (as a longer-term trend that provides a structural “anchor” for breakevens based off actual inflation outcomes). We first presented these models in April 2020, but we have now made a change in response to some of the unprecedented developments witnessed over the past year.1 Despite the strong visual correlation between the level of oil prices and inflation breakevens in most countries, we chose to use the annual growth of oil prices, rather than the level, in our breakeven models. This is because we found it more logical to compare a rate of change concept like inflation (and breakevens) to the rate of change of oil. However, the oil input into our breakeven models could produce nonsensical results during periods of extreme oil volatility that did not generate equivalent swings in breakeven inflation rates. A good example of that occurred in 2016, when the annual rate of change of the Brent oil price briefly surged toward 100%, yet 10-year US TIPS breakevens did not rise above 2% (Chart 10). An even bigger swing in oil prices has occurred over the past year, with oil prices up over +200% compared to the collapse in prices that occurred one year ago. Putting such an extreme move into our US model would have pushed the “fair value” level of the 10-year TIPS breakeven to 4% - an implausible outcome given that the 10-year breakeven has never risen to even as high as 3% in the entire 24-year history of the TIPS market. Chart 10Pass-Through Of Extreme Oil Moves Has Limits Pass-Through Of Extreme Oil Moves Has Limits Pass-Through Of Extreme Oil Moves Has Limits To deal with this problem, we have truncated the rate of change of oil prices in all our breakeven models at levels consistent with past peaks of breakevens. Going back to the US example, we have “capped” the rate of change of the Brent oil price at +40%, as past periods when oil price momentum was greater than 40% did not translate into any additional increase in TIPS breakevens. We then re-estimated the model using this truncated oil price series to generate fair value breakeven levels. Chart 11A Mixed Impact Of USD Moves On Non-US Breakevens A Mixed Impact Of USD Moves On Non-US Breakevens A Mixed Impact Of USD Moves On Non-US Breakevens We did this for all eight of our individual country breakeven models and in all cases, truncating extreme oil moves improved the accuracy of the model. Interestingly, we did not truncate the downside momentum of oil prices, as there was no obvious “cut-off” point where periods of collapsing oil prices did not generate equivalent declines in breakevens. Oil prices remain the most critical short-term variable to determine ILB breakeven valuation. While it is intuitive to think that currency movements should also have a meaningful impact on inflation (both realized and expected), the effect is not consistent across countries. For example, euro area breakevens appear to be positively correlated to the euro, while Japanese breakevens rarely rise without yen weakness (Chart 11). One other factor to consider when evaluating the value of breakevens is the possible existence of an inflation risk premium component during periods of higher uncertainty over future inflation. Such uncertainty could result in increased demand for ILBs from investors driving up the price of ILBs (thus lowering the real yield) relative to nominal yielding bonds, leading to wider breakevens that do not necessarily reflect a true rise in expected inflation. A simple way to measure such an inflation risk premium is to compare market-based breakevens to survey-based measures of inflation forecasts taken from sources like the Philadelphia Fed's Survey of Professional Forecasters and the Bank of Canada’s Survey Of Consumer Expectations. The assumption here is that the survey-based measures represent a more accurate (or, at least, less biased) depiction of underlying inflation expectations in an economy. We present these simple measures of inflation risk premia, comparing 10-year breakevens to survey-based measures of inflation expectations, in Chart 12 and Chart 13. Breakevens had been trading well below survey-based measures of inflation expectations after the negative pandemic growth shock in 2020 in all countries shown. After the steady climb in global breakevens seen over the past year, those gaps have largely disappeared, with breakevens now trading slightly above survey based inflation expectations in the US, UK and Australia. Chart 12No Major Inflation Risk Premia In These Markets No Major Inflation Risk Premia In These Markets No Major Inflation Risk Premia In These Markets Chart 13Canadian & Australian Breakevens In Line With Inflation Surveys Canadian & Australian Breakevens In Line With Inflation Surveys Canadian & Australian Breakevens In Line With Inflation Surveys Chart 14Assessing The Value Of Breakevens Assessing The Value Of Breakevens Assessing The Value Of Breakevens In Chart 14, we show the valuation residuals from our 10-year ILB breakeven models, along with two other measures of potential breakeven valuation: a) the distance between current breakeven levels and their most recent pre-pandemic peaks; and b) the difference between breakevens and the survey-based measures of inflation expectations. The model results show that breakevens are furthest below fair value in France, Japan and Germany, and the most above fair value in the UK and Australia. The message of undervaluation from our models is confirmed in the other two metrics for France, Japan, Germany, Canada and Italy. The overvaluation message for Australia is consistent across all three valuation metrics, while the signals are mixed for US and UK breakevens. In Japan, while the combined signals of all three valuation metrics indicate that breakevens are far too low, the very robust positive correlation between Japanese breakevens and the USD/JPY exchange rate implies that a bet on wider breakevens requires a much weaker yen. In Canada, while the 10-year breakeven does appear cheap, the real yield has also climbed faster than any of the other countries over the past several months as markets have rapidly repriced a more hawkish path for the Bank of Canada. Recent comments from Bank of Canada officials have leaned a bit hawkish, hinting at a possible taper of its bond-buying program, as the central bank appears unhappy with the renewed boom in Canadian housing values. An early tightening of monetary conditions would likely cap any additional upside in Canadian inflation breakevens. In Europe, the undervaluation of breakevens is more compelling. The ECB is likely to maintain its dovish policy settings into at least 2023, even if growth recovers later this year as increased vaccinations lead to the end of lockdowns. As shown earlier, European breakevens can continue to rise even if the euro is also appreciating versus the US dollar, especially if growth is recovering and oil prices are rising. Euro area breakevens are likely to continue drifting higher over at least the rest of 2021. Currently in our model bond portfolio, we have allocations to ILBs out of nominal government bonds in the US, France, Canada and Italy, with no allocations in Germany, Japan, Australia or the UK. After assessing our valuation measures, we are comfortable with the ILB exposure in France and Italy and lack of positions in the UK and Australia. We still see the upside case for US breakevens, with the economy reopening rapidly fueled further by fiscal policy, and the Fed likely to maintain its current highly dovish forward guidance until much later in 2021. We are reluctant to add exposure to Japanese ILBs, despite attractive valuations, as we are not convinced that USD/JPY has enough upside potential to help realize that undervaluation of Japanese breakevens. Thus, as a new change to our model portfolio this week that reflects our assessment of ILB breakeven valuations and risks, we are closing out the exposure to Canadian ILBs and adding a new position in German ILBs of equivalent size (see the model bond portfolio tables on pages 18-19). Bottom Line: ILB valuations are no longer uniformly cheap across all countries. Real yields are now moving in a less coordinated fashion as markets try to sort out the timing and pace of eventual future central bank tightening. We recommend shifting inflation-linked bond exposure from Canada to Germany, as both markets have similar valuations but the Bank of Canada is likely to turn less dovish well ahead of the ECB.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 Please see BCA Research Global Fixed Income Strategy Report, "Global Inflation Expectations Are Now Too Low", dated April 28, 2020, available at gfis.bcaresearch.com. Appendix Chart A1Our US 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A2Our UK 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A3Our France 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A4Our Italy 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A5Our Japan 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A6Our Germany 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A7Our Canada 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Chart A8Our Australia 10-Year Inflation Breakeven Model How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? Recommendations How Much More Juice Is Left In The Global Inflation Breakeven Trade? How Much More Juice Is Left In The Global Inflation Breakeven Trade? The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights The Biden Administration's $2.25 trillion infrastructure plan rolled out yesterday will, at the margin, boost global demand for energy and base metals more than expected later this year and next.  Global GDP growth estimates – and the boost supplied by US stimulus – once again will have to be adjusted higher (Chart of the Week). Energy and metals fundamentals continue to tighten. OPEC 2.0's so-far-successful production management strategy will keep the level of supply just below demand, which will keep Brent crude oil on either side of $60/bbl. Base-metals output will struggle to meet higher demand from the ongoing buildout of renewables infrastructure and growing electric-vehicle sales. Of late, concerns that speculative positioning suggests prices will head lower – or, at other times, higher – are entirely misplaced: Spec positioning conveys no information on price levels or direction.  Energy and metals prices, on the other hand, do convey useful information on spec positioning, demonstrating specs do not lead the news or prices, they follow them. Short-term headwinds caused by halting recoveries and renewed lockdowns – particularly in the EU – will fade in 2H21 as vaccines roll out, if the experience of the UK and US are any guide.  Continued USD strength, however, would remain a headwind. Feature If the Biden administration is successful in getting its $2.25 trillion infrastructure-spending bill through Congress, the US will join the rest of the world in the race to re-build – in some cases, build anew – its long-neglected bridges, roads, schools, communications and high-speed transportation networks, and, critically, its electric-power grid.  There's a lot of game left to play on this, but our Geopolitical Strategy group is giving this bill an 80% of passage later this year, after all the wrangling and log-rolling in Congress is done. In and of itself, the infrastructure-directed spending coming out of Biden's plan will be a catalyst for higher US industrial commodity demand – energy, metals and bulks.  In addition, it will support the lift in the demand boost coming out of higher GDP growth globally, which will be pushed higher by US fiscal spending, as the Chart of the Week shows.  Of note is the extremely robust growth expected in India, China and the US, which are among the largest consumers of industrial commodities globally.  Overall growth in the G20 and globally will be expansive in 2022 as well. Chart of the WeekBiden's $2.25 Trillion Infrastructure Bill Will Boost Global Commodity Demand Fundamentals Support Oil, Bulks, And Metals Fundamentals Support Oil, Bulks, And Metals Higher GDP growth translates directly into higher demand for commodities, all else equal, as can be seen in the relationship between EM and DM GDP, supply and inventories and Brent crude oil prices in Chart 2.  While we have reduced our Brent forecast for this year to $60/bbl on the back of renewed demand-side weakness in the EU due to problems in acquiring and distributing COVID-19 vaccines, we expect this to be reversed next year and into 2025, with prices trading between $60-$80/bbl (Chart 3).  OPEC 2.0, the oil-producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia, has done an excellent job of keeping the level of oil supply below demand over the course of the pandemic, which we expect to continue to the end of 2025.1 Chart 2Higher GDP Growth Presages Higher Commodity Demand Higher GDP Growth Presages Higher Commodity Demand Higher GDP Growth Presages Higher Commodity Demand Chart 3Brent Crude Oil Prices Will Average - / bbl to 2025 Brent Crude Oil Prices Will Average $60 - $80 / bbl to 2025 Brent Crude Oil Prices Will Average $60 - $80 / bbl to 2025 As the Biden plan makes its way through Congress, markets will get a better idea of how much diesel fuel, copper, steel, iron ore, etc., will be required in the US alone.  What is important to note here that the US is just moving to the starting line, whereas other economies like China and the EU already have begun their investment cycles in renewables and EVs.  At present, key markets already are tight, particularly copper (Chart 4) and aluminum (Chart 5).  In both markets, we expect physical deficits this year and next, which inclines us to believe the metals leg of this renewables buildout is just beginning – higher prices will be required to incentivize the development of new supply.2  Chart 4Copper Will Post Physical Deficit... Copper Will Post Physical Deficit... Copper Will Post Physical Deficit... Chart 5...As Will Aluminum ...As Will Aluminum ...As Will Aluminum This is particularly important in copper, where growth in mining output of ore has been flat for the past two years.  Copper is the one metal that spans all renewables technologies, and is a bellwether commodity for global growth.  We expect copper to trade to $4.50/lb (up ~ $0.50/lb vs spot) on the COMEX in 4Q21 on the back of increasing demand and tight supplies – i.e., falling mining supply and refined copper output growth (Chart 6). Worth noting also is steel rebar and hot-rolled coil prices traded at record highs this week on Chinese futures markets.  Stronger steel markets continue to support iron ore prices, although the latter is trading off its recent highs and likely will move lower toward the end of the year as Brazilian supply returns to the market.3  We use steel prices as a leading indicator for copper prices – steel leads copper prices by ~ 9 months.  This makes sense when one considers steel is consumed early in infrastructure and construction projects, while copper consumption occurs later as airports and houses are fitted with copper for electric, plumbing and communications applications. Chart 6Copper Ore Output Flat Copper Ore Output Flat Copper Ore Output Flat   Does Speculative Positioning Matter? Of late, media pundits and analysts have cited an unwinding of speculative positions in oil and metals markets following sharp run-ups in net long positions as a harbinger of weaker prices in the near future (Chart 7).4  At other times, speculation has been invoked as a reason for price surges – e.g., when oil rocketed  toward $150/bbl in mid-2008, which was followed by a price collapse at the start of the Global Financial Crisis (GFC).5 Brunetti et al note, "The role of speculators in financial markets has been the source of considerable interest and controversy in recent years. Concern about speculative trading also finds support in theory where noise traders, speculative bubbles, and herding can drive prices away from fundamental values and destabilize markets." (p. 1545) Chart 7Speculative Positioning Lower In Brent Than WTI Speculatives Positioning Lower in Brent Than WTI Speculatives Positioning Lower in Brent Than WTI We recently re-tested earlier findings in our research, which found that knowledge of how specs are positioned – either on the long or the short side of the market – conveys no information on the level of prices or the change that should be expected given that knowledge.  However, knowledge of the price level does convey useful information on how speculators are positioned in futures markets.6 In cointegrating regressions of speculative positions in crude oil, natural gas and copper futures on price levels for these commodities, we find the level of prices to be a statistically significant determinant of spec positions. We find no such relationship using spec positions as an explanatory variable for prices.7 On the other hand, Chart 2 above is an example of statistically significant relationships for Brent and WTI price as a function of supply-demand fundamentals displaying coefficients of determination (r-squares) of close to 90% in the post-GFC period (2010 to now).  This supports our earlier findings regarding spec behavior: They follow prices, they don't lead them.8 We are not dismissive of speculation.  It plays a critical role in markets, by providing the liquidity that enables commodity producers and consumers to hedge their price exposures, and to investors seeking to diversify their portfolios with commodity exposures that are uncorrelated to their equity and bond holdings.  Short-Term Headwinds Likely Dissipate COVID-19 remains the largest risk to markets generally, commodities in particular.  The mishandling of vaccine rollouts in the EU has pushed back our assumption for demand recovery deeper into 2H21, but it has not derailed it.  We expect COVID-related deaths and hospitalizations to fall in the EU as they have in the UK and the US following the widespread distribution of vaccines, which should occur in the near future as Brussels organizes its pandemic response (Chart 8).  Making vaccines available for other states in dire straits will follow, which will allow the global re-opening to progress as lockdowns are lifted (Chart 9). Chart 8EU Vaccination Rollouts Will Boost Global Economic Recovery Fundamentals Support Oil, Bulks, And Metals Fundamentals Support Oil, Bulks, And Metals Chart 9Global Re-Opening Has Slowed, But Will Resume In 2H21 Fundamentals Support Oil, Bulks, And Metals Fundamentals Support Oil, Bulks, And Metals The other big risk we see to commodities is persistent USD strength (Chart 10).  The dollar has rallied for the better part of 2021, largely on the back of improving US economic prospects relative to other states, and success in its vaccination efforts.  The resumption of the USD's bear market may have to wait until the rest of the world catches up with America's public-health response to the pandemic, and the global economy ex-US and -China enters a stronger expansionary mode. Bottom Line: We remain bullish industrial commodities expecting demand to improve as the EU rolls out vaccines and begins to make progress in arresting the pandemic and removing lockdowns.  Global fiscal and monetary policy, which likely will be bolstered by a massive round of US infrastructure spending beginning in 4Q21 will catalyze demand growth for oil and base metals.  This will prompt another round of GDP revisions to the upside.  The dollar remains a headwind for now, but we expect it to return to a bear market in 2H21. Chart 10The USD's Evolution Remains Important The USD's Evolution Remains Important The USD's Evolution Remains Important   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 Going into the April 1 meeting of OPEC 2.0 today, we are not expecting any increase in production.  OPEC earlier this week noted demand had softened, mostly due to the slow recovery from the COVID-19 pandemic in the EU, which, based on their previous policy decisions, suggests the producer coalition will not be increasing production.  The coalition led by KSA and Russia will have to address Iran's return as a major exporter to China this year, which appears to have been importing ~ 1mm b/d of Iranian crude this month (Chart 11).  This puts Iran in direct competition with KSA as a major exporter to China, in defiance of the US re-imposition of sanctions against Iranian exports.  China and Iran over the weekend signed a 25-year trade pact that also could include military provisions, which could, over time, alter the balance of power in the Persian Gulf if Chinese military assets – naval and land warfare – deploy to Iran under their agreement.  Details of the deal are sparse, as The Guardian noted in its recent coverage.  Among other things, government officials in Tehran have come under withering criticism for entering the deal, which they contend was signed with a "politically bankrupt regime."  The Guardian also noted US President Joe Biden " is prepared to make a new offer to Iran this week whereby he will lift some sanctions in return for Iran taking specific limited steps to come back into compliance with the nuclear agreement, including reducing the level to which it enriches uranium," in the wake of the signing of this deal. Base Metals: Bullish Copper fell this week, initially on an inventory build, and has now settled right under the $4/lb mark, as investors await details on the US infrastructure bill unveiled in Pittsburgh, PA, on Wednesday.  According to mining.com, a major chunk of the proposed bill will be devoted to investments in infrastructure, which will be metals-intensive.  Precious Metals: Bullish Gold fell further this week, as US treasury yields rose, buoyed by the increased US vaccine efforts and President Biden’s proposed spending plans (Chart 12). USD strength also worked against the yellow metal, which has been steadily declining since the beginning of this year.  COMEX gold fell below the $1,700/oz mark for the third time this month and settled at $1,683.90/oz on Tuesday. Chart 11 Sporadic Producers Will Be Accomodated Sporadic Producers Will Be Accomodated Chart 12 Gold Trading Lower On The Back of A Strong Dollar Gold Trading Lower On The Back of A Strong Dollar     Footnotes 1     Please see Five-Year Brent Forecast Update: Expect Price Range of $60 - $80/bbl, which we published 25 March 2021.  It is available at ces.bcaresearch.com. 2     Please see Industrial Commodities Super-Cycle Or Bull Market?, which we published 4 March 2021 for additional discussion, particularly regarding the need for additional capex in energy and metals markets. 3    Please see UPDATE 1-Strong industrial activity, profit lift China steel futures, published by reuters.com 29 March 2021. 4    See, e.g., Column: Frothy oil market deflates as virus fears return published 23 March 2021. 5    Brunetti, Celso, Bahattin Büyüksahin, and Jeffrey H. Harris (2016), " Speculators, Prices, and Market Volatility," Journal of Financial and Quantitative Analysis, 51:5, pp. 1545-74, for further discussion. 6    Please see Specs Back Up The Truck For Oil, which we published 26 April 2018, and Feedback Loop: Spec Positioning & Oil Price Volatility published 10 May 2018.  Both are available at ces.bcaresearch.com. 7     We group money managers (registered commodity trading advisors, commodity pool operators and unregistered funds) and swap dealers (banks and trading companies providing liquidity to hedgers and speculators) together to test these relationships. 8    In our earlier research, we also noted our results generally were supported in the academic literature.  See, e.g., Fattouh, Bassam, Lutz Kilian and Lavan Mahadeva (2012), "The Role of Speculation in Oil Markets: What Have We Learned So Far?" published by The Oxford Institute For Energy Studies.   Investment Views and Themes Strategic Recommendations Commodity Prices and Plays Reference Table Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Extremely accommodative fiscal policy and a rapid pace of vaccination puts the US on track to close its output gap by the end of the year. The situation is different in Europe, and the euro area economy will likely continue to underperform the US until at least the summer. Investors are now unusually more hawkish than the Fed, whose caution is driven by the expectation of some lingering and persistent slack in the labor market even once the pandemic is over. The Fed’s rate projections, coupled with the extraordinary size of the American Rescue Plan, have stoked investor concerns about a significant rise in inflation. For inflation to rise dangerously above the Fed’s target, the US would likely need to see a persistently strong and positive output gap, and/or a major upward shift in expectations among consumers and firms. We expect a meaningful recovery in inflation this year, perhaps to above-target levels even without factoring in transitory supply-chain effects, but probably not to levels that investors deem to be “out of control.” Over the coming 6 to 12 months, a comparatively sanguine perspective on inflation supports a bullish view on stocks and an overweight stance towards equities within a multi-asset portfolio. We recommend that investors maintain below-benchmark portfolio duration, and overweight US speculative over investment-grade corporate bonds. The fact that Europe may lag growth-wise for a few months could continue to impact regional equity performance as well as the trend in the dollar over the coming 0-3 months. But over a 6-12 month time horizon, we continue to favor global ex-US vs. US stocks, and expect the dollar to be lower than it is today. A Brighter Light At The End Of The Tunnel Chart I-1Even Better Than Some Optimists Would Have Predicted Even Better Than Some Optimists Would Have Predicted Even Better Than Some Optimists Would Have Predicted Over the past 4-6 weeks, the US has continued to make incredible progress in vaccinating its population against COVID-19. Chart I-1 highlights that the pace of vaccination is now well within the range required for herd immunity to be in place by the end of the third quarter. If this pace continues at an average of 2.5 million doses per day, the US will have vaccinated 90% of its population by the end of September (if it is determined that the vaccine is safe to give to children). And these calculations assume the continuation of a two-dose regime, meaning that the eventual rollout of Johnson & Johnson's Janssen vaccine – which requires only one dose and has shown to be extremely effective at preventing severe illness and death – could shorten the time to herd immunity rates of vaccination among adults even further. The situation is clearly different in Europe. The vaccination progress in several European countries is woefully behind that of the US and the UK (Chart I-2), and per capita cases in the euro area have again risen significantly above that of the US (Chart I-3). This reality motivated last week’s news that the European Union is reportedly planning on banning exports of the AstraZeneca vaccine for a period of time, as European policymakers grow increasingly concerned about the potential economic consequences of lengthened or additional pandemic control measures over the coming few months. Chart I-2Europe Is Badly Lagging The Vaccine Race… April 2021 April 2021 There was at least some positive economic news from Europe this month, as reflected by the flash manufacturing and services PMIs (Chart I-4). The euro area manufacturing PMI surpassed that of the US this month, reflecting that the prospects for goods-producing companies in Europe remain solidly linked to the strong global manufacturing cycle. Services, on the other hand, have been the weak spot in Europe, having remained below the boom/bust line since last summer (in contrast to the US). The March services PMI highlighted that this gap is now starting to narrow, although the euro area economy will likely continue to underperform the US until at least the summer. Chart I-3...And It Is Starting To Show ...And It Is Starting To Show ...And It Is Starting To Show Chart I-4Some Closure Of The Services Gap, But Still A Ways To Go Some Closure Of The Services Gap, But Still A Ways To Go Some Closure Of The Services Gap, But Still A Ways To Go   The underperformance of the European services sector over the past nine months has been due in part to more severe pandemic control measures, but also a comparatively timid fiscal policy. The IMF’s October Fiscal Monitor highlighted that the US had provided roughly eight percentage points more of GDP in above-the-line fiscal measures versus the European Union as a whole, and that was before the US December 2020 relief bill and this month’s $1.9 trillion American Rescue Plan (ARP) act were passed. The CBO estimates that the ARP will result in about US$1 trillion in outlays in 2021, which is roughly 5% of nominal GDP. Consequently, Chart I-5 highlights that consensus expectations now suggest that the output gap will be marginally positive by the end of the year, with the Fed’s most recent forecast implying that real GDP will be more than 1% above the CBO’s estimate of potential output. Chart I-5The US Output Gap Will Likely Be Closed By The End Of This Year The US Output Gap Will Likely Be Closed By The End Of This Year The US Output Gap Will Likely Be Closed By The End Of This Year The Fed Versus The Market Despite this, the Fed held pat during this month’s FOMC meeting and did not validate market expectations of rate hikes beginning in early 2023. Chart I-6 highlights the Fed funds rate path over the coming years as implied by the OIS curve, alongside the Fed’s median projection of the Fed funds rate. This means that investors are now more hawkish than the Fed, which is the opposite of what has typically prevailed since the global financial crisis. Chart I-6The Market Is Now, Unusually, More Hawkish Than The Fed The Market Is Now, Unusually, More Hawkish Than The Fed The Market Is Now, Unusually, More Hawkish Than The Fed Fed Chair Jerome Powell implied during the March 17 press conference that some FOMC participants were unwilling to change their projections for the path of interest rates based purely on a forecast, which argues that the median dot in the Fed’s “dot plot” will shift higher in the second half of the year if participants’ growth and inflation forecasts come to fruition. But Charts I-7A and I-7B suggest that the Fed’s caution is also driven by the expectation of some lingering and persistent slack in the labor market even once the pandemic is over. Chart I-7AA Positive Output Gap Implies… April 2021 April 2021 Chart I-7B…An Unemployment Rate Below NAIRU April 2021 April 2021   The charts highlight the historical relationship between the output gap and the deviation of NAIRU from the unemployment rate, from 2000 and 2010. In both cases, the charts show that the unemployment rate would be below the CBO’s estimate of NAIRU at the end of this year (roughly 4.5%) given the CBO’s estimate for potential (i.e. full employment) GDP and the Fed's forecast for growth. However, the Fed is forecasting that the unemployment rate will essentially be at NAIRU, which is itself above the Fed’s longer-run unemployment rate projection of 4%. As such, the Fed does not see the unemployment rate falling to “full employment” levels this year, a precondition for the onset of rate normalization. Investors should note that the relationships shown in Charts I-7A and I-7B suggest that the unemployment rate will be closer to 3-3.5% at the end of this year if the Fed’s growth forecast is correct, which would constitute full employment based on the Fed’s 4% unemployment rate target. The difference between a 3-3.5% unemployment rate and the Fed’s estimate of 4.5% translates to a gap of roughly 1.5-2.5 million jobs at the end of this year, which underscores that the Fed expects either a significant shift in temporary to permanent unemployment or an influx of unemployed workers back into the labor force who don’t quickly find jobs once social distancing ends and pandemic restrictions are no longer required. Chart I-8The Full Employment Level Of GDP Has Not Been Significantly Revised The Full Employment Level Of GDP Has Not Been Significantly Revised The Full Employment Level Of GDP Has Not Been Significantly Revised There are three possible circumstances that would resolve this seeming contradiction. The first is that the Fed’s estimate for growth this year is simply too high, and that the output gap will be close to zero at the end of the year (i.e., more in line with consensus market expectations). The second is that the CBO is understating the level of GDP that is consistent with full employment, namely that potential GDP is higher than what they currently project. But Chart I-8 shows that the CBO’s current estimate for potential output at the end of this year is only 0.4% below what it had estimated prior to the pandemic, which is smaller than the positive gap implied by the Fed’s growth estimate for this year (roughly 1.2%). The third possibility is that the Fed is overestimating the extent to which the pandemic will cause permanent damage to the labor market. As we noted in our February report, even once social distancing is no longer required, it does seem likely that some portion of the spending on services that has been “missing” over the past year will never return. While it seems reasonable to expect that the gap in spending on hospitality and travel will close quickly once the health situation allows, it also seems reasonable to expect that some service areas, particularly retail, will experience a permanent loss in demand owing to durable shifts in consumer behavior that occurred during the pandemic (greater familiarity and use of online shopping, a permanent reduction of some magnitude in commuting, etc). A gap of 1.5-2.5 million jobs accounts for roughly 10-15% of pre-pandemic employment in retail trade, or 4-7% of the sum of retail trade, leisure & hospitality, and other services. It is possible that permanent job losses or significantly deferred job recovery of this size will occur, but it is far from clear that it will. Were job losses / deferred jobs recovery of this magnitude to not materialize, it would suggest that the US will reach full employment earlier than the Fed is currently projecting, and would significantly increase the odds that the Fed will begin to taper its asset purchases and/or raise interest rates at some point next year – which is earlier than investors currently expect. For Now, Dangerously Above-Target Inflation Is Unlikely Fed projections of a 0% Fed funds rate for the next 2 1/2 years, coupled with the extraordinary size of the American Rescue Plan, have understandably stoked investor concerns about a significant rise in inflation. Larry Summers’ recent interview with Bloomberg was emblematic of the concern, during which he criticized the Biden administration’s fiscal policy as the “least responsible” that the US has experienced in four decades and warned of the potential inflationary consequences of overheating the economy.1 It is true that the Federal Reserve is explicitly aiming to generate a temporary overshoot of inflation relative to its target, the Biden administration’s fiscal plan is legitimately large, and there is a tremendous pool of excess savings that could be deployed later this year once the pandemic is essentially over. Clearly, the risks of overheating must be higher than they have been in the past. But from our perspective, out-of-control inflation over the coming 12-24 months would very likely necessitate one of two things to occur, and possibly both: US consumers decide to spend an overwhelmingly large amount of the excess savings that have been accumulated. Main street expectations for consumer prices rise sharply, prompted by a public discussion about the likelihood of a shifting inflation regime. Our view is rooted in the examination of the modern-day Phillips Curve that we presented in our January report, which considers both the impact of economic/labor market slack and inflation expectations as a driver of actual inflation. The modern-day Phillips Curve posits that expectations act as the trend for inflation, and slack in the economy determines whether actual inflation is above or below that baseline. Chart I-9 highlights that the output gap worked well prior to the global financial crisis at explaining the difference between actual and exponentially-smoothed inflation, the latter acting as a long-history proxy for expectations. Pre-GFC, the chart highlights that there have been only two exceptions to the relationship that concerned the magnitude rather than the direction of inflation. Post-GFC, the relationship deviated substantially, but in a way that implied that actual inflation was too strong during the last expansion, not too weak – particularly during the early phase of the economic recovery. This likely occurred because expectations initially stayed very well anchored due to the Fed’s strong record of maintaining low and stable inflation, but ultimately declined due to a persistently negative output gap as well as in response to the 2014 collapse in oil prices (Chart I-10). Chart I-9Pre-GFC, The Output Gap Generally Explained Inflation Surprises Pre-GFC, The Output Gap Generally Explained Inflation Surprises Pre-GFC, The Output Gap Generally Explained Inflation Surprises Chart I-10Inflation Expectations Eventually Succumbed Post-GFC To Collapsing Energy Prices Inflation Expectations Eventually Succumbed Post-GFC To Collapsing Energy Prices Inflation Expectations Eventually Succumbed Post-GFC To Collapsing Energy Prices Thus, for inflation to rise dangerously above the Fed’s target, the US would likely need to see a persistently strong and positive output gap, and/or a major upward shift in expectations among consumers and firms. Chart I-11 highlights that the amount of excess savings that have accumulated as a percentage of GDP does indeed significantly exceed the magnitude of the output gap, but some of those savings have been and will be invested in financial markets (boosting valuation), some will be used to pay down debt, some will eventually be spent on international travel (boosting services imports), and some will likely be permanently held as deposits in anticipation of future tax increases. And while long-term household expectations for prices have risen since the passing of the CARES act last year, the rise has merely unwound the decline that took place following the 2014 oil price collapse (Chart I-12). Chart I-11A Huge Pool Of Savings Exists, But Not All Of It Will Be Spent A Huge Pool Of Savings Exists, But Not All Of It Will Be Spent A Huge Pool Of Savings Exists, But Not All Of It Will Be Spent Chart I-12Long-Term Consumer Inflation Expectations Have Risen From A Very Low Base Long-Term Consumer Inflation Expectations Have Risen From A Very Low Base Long-Term Consumer Inflation Expectations Have Risen From A Very Low Base   For now, this framework points to a meaningful recovery in inflation this year, perhaps to above-target levels even without factoring in transitory supply-chain effects, but probably not to levels that investors deem to be “out of control.” Investment Conclusions Over the coming 6 to 12 months, a comparatively sanguine perspective on inflation supports a bullish view on stocks and an overweight stance towards equities within a multi-asset portfolio. While the Fed is likely to shift in a hawkish direction compared with its current projections, it is highly unlikely to become meaningfully more hawkish than current market expectations unless economic growth and the recovery in the labor market is much stronger than the Fed or the market is projecting. In fact, even if the market’s expectations for the first Fed rate hike shift to mid-2022 over the coming several months, Chart I-13 highlights that the impact on the equity market is likely to be minimal unless investors shift up their expectations for the terminal Fed funds rate. The chart presents a fair value estimate for the 10-year Treasury yield based on the OIS-implied path of the Fed funds rate out to December 2024, and assumes that short rates ultimately rise to the Fed’s long-term Fed funds rate projection of 2.5%. The second fair value series assumes that the shape of the OIS curve stays the same, but shifts closer by 6 months. Chart I-13The Market’s Assumed Rate Hike Path And Terminal Rate Are Not Threatening For Stocks April 2021 April 2021 The chart underscores that the 10-year yield will rise to at most between 2-2.2% by the end of the year based on these scenarios. A shift forward in the timing of Fed rate hikes will impact the short end of the curve, but the long end will remain relatively unchanged if terminal rate expectations stay constant and the term premium on long-term bonds remains near zero. These levels would in no way be economically damaging nor threatening to stock market valuation. It is possible, however, that investor expectations for the neutral rate of interest (“r-star”) will shift higher once the pandemic is over, and we explore this risk to stocks in Section 2 of our report. For now, this remains a risk to our view rather than our expectation, but it is likely to remain an important possibility to monitor as the decisive end to social distancing and other pandemic control measures draws nearer. Within fixed income, we recommend that investors maintain below-benchmark portfolio duration even though investors are already pricing in a more hawkish path for the Fed funds rate. First, Chart I-13 highlighted that yields at the long end of the curve are likely to continue to move modestly higher this year even if the projected path for the Fed funds rate remains relatively unchanged. But more importantly, barring a substantially negative development on the health or vaccine front that prolongs the pandemic, the risk appears to be clearly to the upside in terms of the timing of the first Fed rate hike and the terminal Fed funds rate. As such, from a risk-reward perspective, a long duration stance remains unattractive. We would also recommend overweighting US speculative over investment-grade corporate bonds, as spreads are not as historically depressed for the former than the latter (Chart I-14). Finally, in terms of the dimensions of equity market performance and the dollar, we recommend that investors overweight global ex-US equities vs. the US, overweight value vs. growth, overweight cyclicals vs. defensives, and overweight small vs. large caps. We are also bearish on the dollar on a 12-month time horizon. However, there are two caveats that investors should bear in mind. First, global cyclicals versus defensives (especially in equally-weighted terms) as well as small versus large caps have already mostly normalized not just the impact of the pandemic but as well that of the 2018-2019 Trump trade war (Chart I-15). We would expect, at best, modest further gains from both positions this year. Chart I-14Speculative-Grade Corporate Bonds Are Less Expensive Than Investment-Grade Speculative-Grade Corporate Bonds Are Less Expensive Than Investment-Grade Speculative-Grade Corporate Bonds Are Less Expensive Than Investment-Grade Chart I-15Going Forward, Expect More Modest Gains From Cyclicals And Small Caps Going Forward, Expect More Modest Gains From Cyclicals And Small Caps Going Forward, Expect More Modest Gains From Cyclicals And Small Caps   Second, the fact that Europe may lag growth-wise for a few months could continue to impact regional equity performance as well as the trend in the dollar on a 0-3 month time horizon. The US dollar is typically a counter-cyclical currency, but there have been exceptions to that rule. And historically, exceptions have tended to revolve around periods when US growth has been quite strong, as is currently the case (Chart I-16). A continued counter-trend rally in the dollar is thus possible over the course of the next few months, but we would expect USD-EUR to be lower than current levels 12 months from now. Chart I-16A Short-Term Counter-Trend Dollar Move Is Possible A Short-Term Counter-Trend Dollar Move Is Possible A Short-Term Counter-Trend Dollar Move Is Possible A counter-trend dollar move could also correspond with a period of US outperformance versus global ex-US, or at a minimum, a period of flat performance when global ex-US stocks would normally outperform. Our China strategists expect that the Chinese credit impulse will decelerate later this year (Chart I-17), which would weigh on EM stocks and heighten the importance of European equities in driving global ex-US outperformance. European equity outperformance, in turn, will likely necessitate the outperformance of euro area financials. Chart I-18 highlights that euro area equity underperformance versus the US last year was mostly a tech story, but today there is little difference between the relative performance of euro area stocks overall versus indexes that exclude the broadly-defined technology sector. In both cases, the euro area index is roughly 10% below its US counterpart relative to pre-pandemic levels, which exactly matches the extent to which euro area financials have underperformed. Chart I-17A Slowing Chinese Credit Impulse Means EM Equities Will Struggle To Outperform A Slowing Chinese Credit Impulse Means EM Equities Will Struggle To Outperform A Slowing Chinese Credit Impulse Means EM Equities Will Struggle To Outperform Chart I-18Euro Area Financials Need To Outperform For Europe To Outperform Euro Area Financials Need To Outperform For Europe To Outperform Euro Area Financials Need To Outperform For Europe To Outperform   Euro area financials have demonstrated very poor fundamental performance over the past decade, but they are likely to outperform for some period once the European vaccination campaign gains enough traction to alter the disease’s transmission and hospitalization dynamics. Chart I-19 highlights that euro area bank 12-month forward earnings have further room to recover to pre-pandemic levels than for banks in the US, and Chart I-20 highlights that euro area banks trade at their deepest price-to-book discount versus their US peers since the euro area financial crisis. Chart I-19Euro Area Bank Earnings Have Catch-Up Potential Euro Area Bank Earnings Have Catch-Up Potential Euro Area Bank Earnings Have Catch-Up Potential Chart I-20Euro Area Banks Are Extremely Cheap Versus The US Euro Area Banks Are Extremely Cheap Versus The US Euro Area Banks Are Extremely Cheap Versus The US   Thus, while euro area and global ex-US equities may not outperform on the back of rising global stock prices over the coming few months, investors focused on a 6-12 month time horizon should respond by increasing their allocation to European stocks and to further reduce dollar exposure. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst March 31, 2021 Next Report: April 29, 2021 II. R-star, And The Structural Risk To Stocks In the decade following the global financial crisis, investor concerns that the Fed’s monetary policies have artificially boosted equity market valuation have been mostly overblown. But today, it is now true that US equities are increasingly dependent on persistently low bond yields, as stocks can only avoid near bubble-like relative pricing if yields remain below trend rates of economic growth. Macroeconomic theory and the historical record both support the notion that nominal interest rates are normally in equilibrium when they are roughly equal to the trend rate of nominal income growth. A gap between interest rates and trend rates of growth was indeed justified for a few years following the global financial crisis, but in the few years prior to the pandemic, it is altogether possible that the neutral rate of interest (or “r-star”) was in fact meaningfully higher than academic estimates suggested. In a scenario where the US output gap closes quickly, inflation rises above target, and where permanent damage to the labor market from the pandemic is relatively limited, we expect the narrative of secular stagnation to be challenged and for investor expectations for the neutral rate to move closer to trend rates of economic growth. That would imply that the 5-year/5-year forward Treasury yield could hypothetically rise above 3%, and possibly as high as 4% or more. Such a shift would push the US equity risk premium back to 2002 levels based on current stock market pricing. This is not necessarily negative for equities, but it is also not clear what equity risk premium investors will require to contend with the myriad risks to the economic outlook that did not exist in the early 2000s. A low ERP that is technically not as low as that of the tech bubble era could thus still threaten stock prices, as T.I.N.A., “There Is No Alternative,” may not prevail. Many investors have questioned what asset allocation strategy should be pursued in a scenario where stock prices and bond yields are no longer positively correlated. While they are not likely to be without cost, options exist for investors to potentially earn positive absolute returns in a scenario where a significant shift in the interest rate outlook threatens both stock and bond prices. Chart II-1Equity Valuation Concerns Have Persisted For The Past Decade... Equity Valuation Concerns Have Persisted For The Past Decade... Equity Valuation Concerns Have Persisted For The Past Decade... For the better part of the last decade, many investors have argued that the Fed’s monetary policies have artificially boosted equity market valuation. Based on the cyclically-adjusted P/E ratio metric originated by Robert Shiller, stocks reached pre-global financial crisis (GFC) multiples in late 2014 and early 2015 (Chart II-1). Based on metrics such as the price-to-sales ratio, stocks rose to pre-GFC valuation in late 2013, and are now even more richly valued than they were at the height of the dotcom bubble. These concerns have mostly occurred in response to absolute changes in stock multiples, but equity valuation cannot be divorced from the prevailing level of interest rates. Relative to bond yields, stocks were extraordinarily cheap for many years following the GFC. Measured by one simple approach to calculating the equity risk premium, the spread between the 12-month forward earnings yield (the inverse of the forward P/E ratio) and the real 10-year Treasury yield, stocks were the cheapest following the GFC that they had been since the mid 1980s, and remain reasonably priced today (Chart II-2). Chart II-2...But Stocks Have Actually Been Cheap Versus Bonds ...But Stocks Have Actually Been Cheap Versus Bonds ...But Stocks Have Actually Been Cheap Versus Bonds The fact that stocks have appeared to be expensive for several years but quite cheap (or reasonably priced) relative to bonds underscores the fact that longer-term bond yields have been extraordinarily low following the global financial crisis. Still, equities were not dependent on low bond yields prior to the pandemic, as illustrated in Chart II-3. The chart highlights the range of 10-year Treasury yields that would be consistent with the pre-GFC equity risk premium range (measured from 2002-2007), alongside the actual 10-year yield and trend nominal GDP growth. The chart shows that for years following the financial crisis, bond yields could have risen to levels well above trend rates of economic growth and stocks would still have been priced in line with pre-crisis norms. This “normal pricing” range for the 10-year declined as the expansion continued, but remained consistent with trend growth rates and above the actual 10-year yield up until the beginning of the pandemic. Chart II-3 also highlights, however, that the circumstances changed last year. The equity risk premium briefly rose at the onset of the pandemic as stocks initially sold off sharply, but then quickly fell as stock prices recovered in response to aggressive fiscal and monetary easing. Today, it is true that US equities are increasingly dependent on persistently low bond yields, as stocks can only avoid bubble-like relative pricing if yields remain below trend rates of economic growth. Chart II-3Now, Stocks Are Increasingly Dependent On Low Bond Yields Now, Stocks Are Increasingly Dependent On Low Bond Yields Now, Stocks Are Increasingly Dependent On Low Bond Yields Prior to the pandemic, most fixed-income investors would have viewed the risk of bond yields rising to trend nominal GDP growth, let alone above it, as minimal. Global investors have come to accept the secular stagnation narrative as described by Larry Summers in November 2013, and have gravitated to academic estimates of the neutral rate of interest (“R-star”) that show a substantial gap between the natural rate and trend real growth (Chart II-4). This view has manifested itself in a decline in surveyed estimates of the long-run Fed funds rate, but at present the 5-year/5-year forward Treasury yield has pushed well above this survey-derived fair value range (Chart II-5). It is possible that the fiscal response to the pandemic will cause investor views about r-star to evolve even further over the coming 12-24 months, and in this report we explore the potential headwind that such an evolution could present to stock prices at some point – potentially as early as next year. Chart II-4Investors Have Accepted Secular Stagnation, And The View That R-star Is Well Below Trend Rates Of Growth Investors Have Accepted Secular Stagnation, And The View That R-star Is Well Below Trend Rates Of Growth Investors Have Accepted Secular Stagnation, And The View That R-star Is Well Below Trend Rates Of Growth Chart II-5The Market's Views About R-star May Be Shifting The Market's Views About R-star May Be Shifting The Market's Views About R-star May Be Shifting   R-star: A Brief Primer Macroeconomic theory and the historical record both support the notion that nominal interest rates are normally in equilibrium when they are roughly equal to the trend rate of nominal income growth. From the perspective of macro theory, the neutral rate of interest is determined by the supply of and demand for savings. But in practical terms, this implies that the neutral rate should normally be closely linked to the trend rate of economic growth. For example, if interest rates – and thus the cost of capital – were persistently below aggregate income growth, then demand for capital (and thus credit and likely labor demand) should increase as firms seek to profit from the gap between the interest rate and the expected rate of return from real investment. As such, the trend rate of growth acts as a good proxy for the interest rate that will balance the supply and demand for credit during normal economic circumstances. Empirically, academic estimates of r-star closely followed estimates of trend real GDP growth prior to the global financial crisis, as shown in Chart II-4 above. In addition, we noted in our January report that the stance of monetary policy, as defined by the difference between nominal GDP growth and the 10-year Treasury yield, has generally done a good job of explaining the US output gap prior to 2000. This supports the notion that monetary policy is stimulative (restrictive) when bond yields are below (above) trend growth rates. However, in the years following the GFC, investors’ estimates of r-star collapsed, as evidenced by the sharp decline in 5-year / 5-year forward Treasury yields (Chart II-6). This was followed by a decline in primary dealer and FOMC expectations for the long-term Fed funds rate, which investors took as validating their view that the neutral rate of interest has permanently declined. Chart II-6Investors Led The Fed And Others In Expecting A Lower Nominal Neutral Rate Investors Led The Fed And Others In Expecting A Lower Nominal Neutral Rate Investors Led The Fed And Others In Expecting A Lower Nominal Neutral Rate R-star And Trend Growth: Is A Gap Between The Two Really Justified? Chart II-7R-star Likely Did Decline Following The GFC (For A Time) R-star Likely Did Decline Following The GFC (For A Time) R-star Likely Did Decline Following The GFC (For A Time) It seems clear that r-star did indeed decline for a time after the GFC. The US and select European economies suffered a balance sheet recession in 2008/2009 that impacted credit demand for an extended period of time (Chart II-7), and extraordinarily low interest rates for several years did not fuel major credit excesses (at least in the household sector). But as we detailed in a Special Report last year,2 we doubt that the decline in r-star was permanent, for several reasons. The first, and most important, is that there have been at least four deeply impactful non-monetary shocks to both the US and global economies since 2008 that magnified the impact of prolonged household deleveraging and help explain the disconnect between growth and interest rates during the last economic cycle: The euro area sovereign debt crisis Premature fiscal austerity in the US, the UK, and euro area from 2010 – 2012/2014 The US dollar / oil price shock of 2014 The Trump administration’s aggressive use of tariffs beginning in 2018, impacting China but also other developed market economies. Chart II-8Recent Trends In US Private Sector Leverage Do Not Suggest R-star Is Very Low Recent Trends In US Private Sector Leverage Do Not Suggest R-star Is Very Low Recent Trends In US Private Sector Leverage Do Not Suggest R-star Is Very Low Except for the oil price shock of 2014 (which was driven by technological developments and a price war among producers), all of these non-monetary shocks were caused or exacerbated by policymakers – often for political reasons or due to regulatory failures. Second, the trend in US private sector credit growth last cycle does not suggest that r-star fell permanently. Chart II-8 underscores two points: the first is that while US household sector credit contracted for several years following the global financial crisis, it started growing again in 2013 and had largely closed the gap with income growth prior to the pandemic. The second point is that the nonfinancial corporate sector clearly leveraged itself over the course of the last expansion, arguing that interest rates have not in any way been restrictive for businesses. Third, we disagree with a common view in the marketplace that the 2018-2019 period supported the validity of low academic estimates of the neutral rate. Chart II-9 highlights that monetary policy ceased to be stimulative in 2019 according to the Laubach & Williams r-star estimate, which some investors have argued explains the late 2018 equity market selloff, the 2019 slowdown in the US housing market, the inversion of the yield curve, and the global manufacturing recession. Chart II-9Monetary Policy Ceased To Be Stimulative In 2019, According To The LW R-star Estimate Monetary Policy Ceased To Be Stimulative In 2019, According To The LW R-star Estimate Monetary Policy Ceased To Be Stimulative In 2019, According To The LW R-star Estimate But this narrative ignores other important factors that contributed to the slowdown. For example, Chart II-10 highlights that this period of economic weakness exactly coincided with the most intense phase of the Sino-US trade war, as well as a significant slowdown in Chinese credit growth. The chart highlights that the selloff in the US equity market began almost immediately after a surge in the effective tariff rates levied by the two countries against each other, and after the Chinese credit impulse fell three percentage points (from 30% to 27% of GDP). Chart II-10The 2018 Stock Market Selloff Occurred Once Sino-US Tariffs Exploded The 2018 Stock Market Selloff Occurred Once Sino-US Tariffs Exploded The 2018 Stock Market Selloff Occurred Once Sino-US Tariffs Exploded Chart II-11 highlights that interest rates did likely impact the housing market, but that it was the speed at which rates rose that was damaging rather than their level. The chart shows that the rise in mortgage rates from late 2016 to late 2018 was among the largest 2-year increases that has occurred since the early 1980s, so it is unsurprising that the growth in home sales and real residential investment slowed for a time. Additionally, Chart II-12 highlights that the rise in mortgage rates during this period did not cause a downtrend in mortgage credit growth, which only occurred in Q4 2018 in response to the impact of the sharp selloff in the equity market on household net worth. Chart II-11Mortgage Rates Rose Very Significantly From Late 2016 To Late 2018 Mortgage Rates Rose Very Significantly From Late 2016 To Late 2018 Mortgage Rates Rose Very Significantly From Late 2016 To Late 2018 Chart II-12A Record Rise In Mortgage Rates Did Not Crack The Housing Market A Record Rise In Mortgage Rates Did Not Crack The Housing Market A Record Rise In Mortgage Rates Did Not Crack The Housing Market   In short, the late 2018 / 2019 period saw a major global aggregate demand shock occur following an already-established slowdown in Chinese credit growth and a rapid rise in interest rates in the DM world. It is these factors that were likely responsible for the 2019 slowdown in economic growth, not the fact that interest rates reached levels that restricted economic activity on their own. R-star In A Post-Pandemic World Charts II-7 – II-12 above suggest that a gap between interest rates and trend rates of growth was indeed justified for a few years following the global financial crisis, but that a decline in r-star only appeared to be permanent due to persistent, non-monetary policy shocks to aggregate demand. In the few years prior to the pandemic, it is altogether possible that r-star was in fact meaningfully higher than academic estimates suggested. But that is now a counterfactual assertion, as the pandemic has transformed the outlook for interest rates and bond yields in conflicting ways. A 10% decline in the level of real output was the most intensely negative non-monetary shock to aggregate demand since the 1930s (Chart II-13), and we agree that another depression would have occurred without extraordinary government assistance. The economic damage caused by the pandemic certainly does not work in favor of a higher neutral rate, and we highlighted in Section 1 of our report that the Fed expects there to be some lingering and persistent slack in the labor market even once the pandemic is over. Chart II-13Without Major Monetary And Fiscal Policy Support, The Pandemic Would Probably Have Caused A Depression Without Major Monetary And Fiscal Policy Support, The Pandemic Would Probably Have Caused A Depression Without Major Monetary And Fiscal Policy Support, The Pandemic Would Probably Have Caused A Depression Chart II-14A Huge Increase In Government Transfers And Spending Is Underway April 2021 April 2021 On the other hand, Larry Summers, the chief proponent of the theory of secular stagnation, has argued for several years that increased fiscal spending was warranted in order to address an imbalance between private sector savings and investment. Summers himself now characterizes US fiscal policy as the “least responsible” that he has seen over the past 40 years, because of too-large government spending that risks overheating the economy (Chart II-14). Summers’ critique rests in large part on the fact that new government spending has not occurred in the form of investment (to balance out the existence of excess savings), but is instead providing transfers to households that in many cases have already accumulated significant excess savings. But the key point for investors is that the pandemic has completely shifted the narrative about fiscal spending, from “arguably insufficient for several years following the global financial crisis” to now “risking a dramatic overheating of the economy.” Some elements of Summers’ criticism of the Biden administration’s fiscal policy are justified, particularly the policy of large direct transfer payments to workers who have suffered no loss in employment or income as a result of the pandemic. Despite this, as detailed in Section 1 of our report, we are more sanguine about the risks of aggressive overheating for three reasons: it does seem likely that some portion of the spending on services that has been “missing” over the past year will never return or will be slow to return, some of the excess savings that have accumulated will not be immediately (or ever) spent, and the rise in consumer inflation expectations that has occurred over the past year has happened from an extremely low starting point and has yet to even rise above its post-GFC range. The low odds that we assign to dangerously above-target inflation over the coming 12-24 months does not, however, mean that investors’ expectations for r-star will stay low. For right or for wrong, the US government has aggressively dis-saved over the past year, in an environment where low expectations for the neutral rate were anchored by a view of excessive private sector savings and insufficient demand from governments. In a scenario where the US output gap closes quickly, inflation rises modestly above target, and where permanent damage to the labor market from the pandemic is relatively limited, it seems reasonable to conclude that the narrative of secular stagnation will be challenged and that investor expectations for the neutral rate will converge towards trend rates of economic growth. That would imply that the 5-year/5-year forward Treasury yield could hypothetically rise above 3%, possibly as high as 4% or more. This is not our base case view, but it will be an important possibility to monitor as the decisive end to social distancing and other pandemic control measures draws nearer. Investment Conclusions A rise in the 5-year/5-year forward Treasury yield does not, in and of itself, suggest that 10-year Treasury yields will rise to levels that would threaten a significant decline in stock prices. The Fed does not control the long-end of the Treasury curve, but it does exert a very strong influence on the short-end. For example, were the Fed to follow the median current projection of FOMC participants and refrain from raising interest rates until sometime after 2023, it would limit how high current 10-year Treasury yields could rise. But it is not difficult to envision plausible scenarios where the 10-year Treasury yield rises above the range consistent with the pre-GFC US equity risk premium. Chart II-15 presents three hypothetical fair value paths for the 10-year yield assuming a mid-2022 liftoff date and a 4% terminal Fed funds rate for the following three scenarios: Chart II-1510-Year Yields Could Rise Meaningfully Further If Investors Shift Their Expectations For R-star 10-Year Yields Could Rise Meaningfully Further If Investors Shift Their Expectations For R-star 10-Year Yields Could Rise Meaningfully Further If Investors Shift Their Expectations For R-star The Fed raises rates at a pace of 1% (4 hikes) per year, with a term premium of 10 basis points The Fed raises rates at a pace of 1% (4 hikes) per year, with a term premium of 50 basis points The Fed raises rates at a pace of 1.5% (6 hikes) per year, with a term premium of 50 basis points In the first scenario, based on the current US 12-month forward P/E ratio, the fair value of the 10-year Treasury yield would rise above the range consistent with a reasonable ERP in the middle of 2022, the liftoff point assumed in all three scenarios. In the second and third scenarios, the US equity ERP would already be quite low. When using the late 1999 / early 2000 bubble period as a reference point, even the scenarios shown in Chart II-15 are not very threatening to stock prices. Given current equity market pricing, the third scenario would take the US equity risk premium back to mid 2002 levels, which were still meaningfully higher than during the peak of the bubble. And that is assuming an earlier liftoff than the market currently expects, a faster pace of rate hikes than experienced during the last economic cycle, and a very meaningful increase in the market’s expectations for the neutral rate. But it is not clear what equity risk premium investors will require to contend with the myriad risks to the economic outlook that did not exist in the early 2000s. For example, equity investors are today faced with a riskier policy environment than existed 20 years ago in the US and in other developed economies that is at least partially driven by populist sentiment, potentially impacting earnings via lower operating margins or higher taxes. These or other risks existed at several points over the past decade and T.I.N.A. (“There Is No Alternative”) prevailed, but that occurred precisely because the equity risk premium was very elevated. A low ERP that is technically not as low as what prevailed during the tech bubble era could thus still threaten stock prices, raising the specter of negative absolute returns from stocks and nominal government bonds for a period of time, beginning potentially at or in the lead-up to the first Fed rate hike. Chart II-16There Are Alternatives To A Traditional 60/40 Portfolio In A Rising Rate Environment There Are Alternatives To A Traditional 60/40 Portfolio In A Rising Rate Environment There Are Alternatives To A Traditional 60/40 Portfolio In A Rising Rate Environment Many investors have questioned what asset allocation strategy should be pursued in a scenario where stock prices and bond yields are no longer positively correlated. Chart II-16 provides some perspective on the question, by comparing the total return of a 60/40 stock/bond portfolio to a strategy involving the opportunistic redeployment of cash into stocks. The strategy rule maintains a 50/50 stock/cash allocation during normal market conditions, but it then shifts the entire cash allocation into equities following a 15% selloff in the stock market. The portfolio is shifted back to a 50/50 allocation once stocks rise to a new rolling 1-year high. The chart highlights that 60/40 balanced portfolio-style returns may be achievable with cash as the diversifier without a significant reduction in the Sharpe ratio. In fact, the strategy has the effect of lowering average volatility due to prolonged periods of comparatively lower equity exposure, although this occurs at the cost of higher volatility during periods of high market stress (precisely when investors most want protection from volatility). But the bottom line for investors is that while they are not likely to be without cost, options exist for investors to potentially earn positive absolute returns in a scenario where a significant shift in the interest rate outlook threatens both stock and bond prices. As noted above, this remains a risk to our view rather than our expectation, but we will continue to monitor the potential threat posed to stock prices as the pandemic draws to a decisive close later this year. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but more modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields. The indicator remains above the boom/bust line, however, highlighting that monetary policy remains supportive for risky asset prices. Forward equity earnings already price in a complete earnings recovery, but for now there is no meaningful sign of waning forward earnings momentum. Net revisions remain very strong, and positive earnings surprises have ticked slightly lower from their strongest levels on record. Within a global equity portfolio, US stocks have recently risen versus global ex-US, reflecting a countertrend rise in the US dollar and a lagging vaccination campaign in Europe. We expect a deceleration in the Chinese credit impulse later this year, which will weigh on EM stocks and heighten the importance of European equities in driving global ex-US outperformance. European equity outperformance, in turn, will likely necessitate the outperformance of euro area financials. The US 10-Year Treasury yield has risen well above its 200-day moving average. Long-dated yields are technically stretched to the upside, but our valuation index highlights that bonds are still extremely expensive and that yields could move higher over the cyclical investment horizon. The recent bounce in the US dollar has reflected improved relative US growth expectations, but also previously oversold levels. The dollar may continue to strengthen on a 0-3 month time horizon, but we expect it to be lower in 12 months’ time than it is today. Commodity prices have recovered not just back to pre-pandemic levels, but also back to 2014 levels. This underscores that many commodity prices are extended, and may be due for a breather once the Chinese credit impulse begins to decline. US and global LEIs remain in a solid uptrend, and global manufacturing PMIs are strong. This underscores that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly later this year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators   Chart III-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging   Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1  “Summers Sees ‘Least Responsible’ Fiscal Policy in 40 Years,” Bloomberg News, March 20, 2021. 2  2020-03-20 GIS SR “Revisiting The Neutral Rate Of Interest: A Contrarian View In A Time Of Crisis.”