BCA Indicators/Model

Weekly Performance Update For the week ending Thu Jun 03, 2021 The Market Monitor displays the trailing 1-quarter performance of strategies based around the BCA Score. For each region, we construct an equal-weighted, monthly rebalanced portfolio consisting of the top 3 stocks per sector and compare it with the regional benchmark. For each portfolio, we show the weekly performance of individual holdings in the Top Contributors/Detractors table. In addition, the Top Prospects table shows the holdings that currently have the highest BCA Score within the portfolio. For more details, click the region headers below to be redirected to the full historical backtest for the strategy. BCA US Portfolio Total Weekly Return BCA US Portfolio S&P500 TRI 0.08% -0.15% Top Contributors   FLO:US ET:US PSA:US WES:US UGI:US Weekly Return 18 bps 15 bps 10 bps 10 bps 9 bps Top Detractors   PCH:US WY:US LPX:US LH:US WAT:US Weekly Return -16 bps -15 bps -14 bps -11 bps -7 bps Top Prospects   TX:US BRK.A:US ANAT:US UHAL:US ESGR:US BCA Score 99.36% 98.92% 98.48% 97.15% 95.72% BCA Canada Portfolio Total Weekly Return BCA Canada Portfolio S&P/TSX TRI 0.24% 0.89% Top Contributors   PXT:CA DSG:CA LNR:CA WEED:CA TOU:CA Weekly Return 27 bps 19 bps 11 bps 10 bps 10 bps Top Detractors   AUP:CA CS:CA IFP:CA CFP:CA TOY:CA Weekly Return -30 bps -24 bps -20 bps -16 bps -14 bps Top Prospects   CS:CA IFP:CA CFP:CA RUS:CA GWO:CA BCA Score 99.89% 99.69% 99.24% 98.78% 96.02% BCA UK Portfolio Total Weekly Return BCA UK Portfolio FTSE 100 TRI 1.29% 0.71% Top Contributors   ROSN:GB CNE:GB MTO:GB BYG:GB HSBK:GB Weekly Return 23 bps 18 bps 13 bps 11 bps 11 bps Top Detractors   NLMK:GB FDM:GB FDEV:GB SVST:GB RMG:GB Weekly Return -6 bps -5 bps -4 bps -3 bps -3 bps Top Prospects   SVST:GB NLMK:GB RMG:GB GLTR:GB BPCR:GB BCA Score 99.82% 98.66% 96.97% 96.53% 95.28% BCA Eurozone Portfolio Total Weekly Return BCA EMU Portfolio MSCI EMU TRI 1.05% 1.13% Top Contributors   CNV:FR OMV:AT GTT:FR MONT:BE MELE:BE Weekly Return 24 bps 19 bps 15 bps 12 bps 12 bps Top Detractors   RIN:FR NOS:PT TIETO:FI IRE:IT SOL:IT Weekly Return -13 bps -11 bps -7 bps -6 bps -4 bps Top Prospects   SOLV:BE STR:AT POST:AT BB:FR SOL:IT BCA Score 99.19% 98.49% 98.20% 97.47% 97.09% BCA Japan Portfolio Total Weekly Return BCA Japan Portfolio TOPIX TRI 1.78% 2.57% Top Contributors   5021:JP 1925:JP 8117:JP 7958:JP 6345:JP Weekly Return 26 bps 23 bps 16 bps 16 bps 15 bps Top Detractors   4694:JP 9436:JP 2281:JP 4544:JP 3291:JP Weekly Return -11 bps -7 bps -5 bps -5 bps -3 bps Top Prospects   5930:JP 9436:JP 4966:JP 3291:JP 5451:JP BCA Score 99.06% 99.01% 98.65% 98.59% 98.38% BCA Hong Kong Portfolio Total Weekly Return BCA Hong Kong Portfolio Hang Seng TRI 2.91% -0.39% Top Contributors   3600:HK 316:HK 6118:HK 3329:HK 2232:HK Weekly Return 92 bps 51 bps 44 bps 31 bps 23 bps Top Detractors   856:HK 148:HK 435:HK 1798:HK 303:HK Weekly Return -18 bps -10 bps -9 bps -9 bps -8 bps Top Prospects   990:HK 323:HK 1606:HK 1258:HK 811:HK BCA Score 99.47% 98.75% 98.69% 97.22% 97.19% BCA Australia Portfolio Total Weekly Return BCA Australia Portfolio S&P/ASX All Ord. TRI 0.92% 2.28% Top Contributors   PDN:AU GRR:AU BLX:AU CAJ:AU AST:AU Weekly Return 42 bps 18 bps 12 bps 9 bps 6 bps Top Detractors   JLG:AU MNF:AU HSN:AU PIC:AU SRV:AU Weekly Return -15 bps -14 bps -8 bps -5 bps -3 bps Top Prospects   GRR:AU MGX:AU CIA:AU JLG:AU BFG:AU BCA Score 98.95% 98.89% 98.55% 96.96% 96.83%

Highlights Our long-term FX REER models suggest the dollar remains overvalued, especially against the Chinese yuan.  The cheapest currencies are the yen and the Russian ruble. The Scandinavian currencies are surprisingly expensive, according to these models. This has been due to falling relative productivity. Other notable expensive currencies are the Hong Kong dollar and Saudi riyal. That said, we do not expect the peg in the former to break anytime soon. Our limit-sell on the yen was triggered at 109. Place stops at 112. We are looking to buy a basket of petrocurrencies that include the COP and RUB. These have significantly lagged the rise in oil prices.  Feature This week’s report focuses on our long-term fair value models. But a few words first on currency developments. In our view, currency markets are likely to remain driven by five important trends in the coming months. A rotation of growth from the US to other parts of the world (dollar bearish): This has been the dominant theme that has played out since the peak in the DXY index in March. The manufacturing sector in other countries first caught up to the buoyancy we saw in the US, and their service sectors are now recovering as the world vaccinates its population and reopens. In the developed world, Japan, which has been a laggard, could witness a bout of positive surprises. Market focus on inflation, and the potential of an overshoot (dollar bearish): Most market participants have been paying close attention to the inflation overshoot in the US, and whether it is transitory. Currency markets however, specifically the dollar, have been paying close attention to the inflation differential between the US and other countries, and what that means for relative real rates. A rising inflation differential between the US and its trading partners has been negative for the dollar (Chart I-1). We have noted that the US will continue to provide relative upside surprises in inflation as the US output gap closes ahead of other countries. This has been in part due to the most generous fiscal stimulus in the developed world. Chart I-1The Dollar And Relative Inflation Move Opposite Ways A Federal Reserve that stays ultra-accommodative (dollar bearish): Most market participants are again focused on the Fed tapering and what that will mean for asset markets. The reality is that the Fed has started to lag many other central banks, like the Bank of Canada, the Reserve Bank of New Zealand and the Bank of England in tapering asset purchases. This could suggest it would also lag in the speed and magnitude of lifting policy rates in the medium term. This will keep US real rates depressed relative to many of its trading partners. A risk event (dollar bullish): We have been highlighting that a risk event, like a market reset, is a strong positive for the dollar, given the negative correlation with risk assets (Chart I-2). A dollar that remains expensive (dollar bearish): Our medium-term (12-18 month) target for the DXY index is 80. This will bring the currency towards fair value, according to our purchasing power parity models. As we highlighted last week, the trade balance in the US continues to deteriorate, which is one of the symptoms of an overvalued currency. Chart I-2The Dollar And Risk Assets Move Opposite Ways Despite our bearish dollar view, it is important not to overstay our welcome. This week, we are updating our long-term models, another technical tool we use to help us navigate FX markets. These models are mostly driven by relative productivity, but we have also fine-tuned the models for each currency to account for other factors such as terms-of-trade shocks, real rate differentials and proxies for global risk aversion. These models cover 22 currencies, incorporating both G10 and emerging FX markets. The dollar remains expensive according to these models (Chart I-3). Chart I-3The US Dollar Remains Expensive It is important to note that these models are very poor timing tools and are not designed to generate short- or medium-term forecasts. Instead, they reflect imbalances in the current equilibrium fair value of a currency. For example, a currency might be flagged as overvalued now, but a productivity boom in the next few years could allow the currency fair value to gravitate higher. So will a commodity boom. From a technical perspective, these models are like the ones we published in our last report, but with a very important change – the weights assigned in calculating relative productivity are based on dynamic trade weights. This has allowed China (which has much better productivity growth) to impact the currency fair values significantly. For all countries, the variables are highly statistically significant and are of the right signs. Finally, as housekeeping, we were triggered into a short USD/JPY position this week as our limit-sell at 109 was touched. The yen is one of the cheapest currencies according to these models. It will also benefit from all of the five key drivers for currency markets we listed above, especially real rates that are likely to stay very favorable in Japan, compared to the US (Chart I-4). Chart I-4Less Inflationary Pressures In Any Japanese Economic Rebound The US Dollar Chart I-5 The dollar is expensive by 7% according to the long-term fair value model. This is despite the 13% drop in the US dollar DXY index since the March 2020 highs. In hindsight, strong reversals in the dollar occur when the currency is about two-standard deviations above the mean, which occurred with last year’s rally. Our bias is that the dollar has entered a multi-year downtrend, which will only be supercharged by expensive valuations. The big driver for the uptrend that started in 2011 was positive real interest rate differentials. As US real rates continue to rollover, relative to its G10 counterparts, this will lower the greenback’s fair value. The Euro Chart I-6 The euro is slightly cheap according to our fundamental models. More importantly, the euro’s fair value has been rising in recent quarters. This has been driven by a nascent improvement in the trade balance (and current account balance), following the Covid-19 crisis. Historically, when the euro has hit its fair value bands, it has tended to mean revert. Therefore, this model does a better job of catching intermediate turns in the euro, compared to the US dollar model. Our bias is that the long-term fair value for the euro sits near 1.35, something that should continue to be reflected in future model updates. The Yen Chart I-7 The fair value of the yen has been relatively flat over the last few years. Given that the real exchange rate has not fluctuated much either, the yen has been chronically undervalued by about one standard deviation below the mean. The yen is cheap by most measures of relative prices. We believe the yen sits at a beautiful juncture. A pickup in economic activity will keep the fair value rising, from an improvement in the current account. Meanwhile, any deterioration in economic data will lead to higher risk aversion and a higher fair value (the yen is a risk-off currency). We are short USD/JPY as of 109 this week.   The British Pound Chart I-8 This model shows that the pound is fairly valued, while cable remains cheap by most of our other models. That said, at fair value, the pound can still overshoot to at least 1.5 standard deviation above/below the mean, as it has in prior episodes. The key reason the pound is not cheap in this model is due to a deterioration in the UK’s productivity growth, relative to its trading partners. In this iteration of the model, China’s larger share of British trade has exacerbated the downtrend in the fair value. However, a turnaround seems underway, as the UK puts the Brexit woes behind it (and Scottish independence is not an immediate concern). The Canadian Dollar Chart I-9 The loonie has overshot its fair value. More importantly, the fair value for the Canadian dollar has been falling since the peak of the commodity cycle in 2011. If we are indeed entering a new commodity super-cycle, then the model should begin to turn around, and assign a higher fair value to the loonie. However, Canada’s terms of trade will face strong headwinds as we move away from fossil fuels, especially oil. As such, the productivity gains in other sectors (such as metals) that will benefit from new green investments will need to be sufficiently high to offset falling productivity in crude oil.  The Australian Dollar Chart I-10 The Australian dollar has been rising along with the improvement in its fair value. The rising fair value has been due to the exceptional rise in commodity prices (iron ore and coal) that have boosted the current account. However, like the Canadian dollar, the fair value of the Aussie has also been dropping in recent years on the back of previously depressed commodity prices. Given the growing importance of liquified natural gas in Australia’s export mix, we believe terms of trade will remain a tailwind for the Aussie over the longer term. The New Zealand Dollar Chart I-11 The kiwi is slightly more expensive than its antipodean neighbor. But like other commodity currencies, its fair value has fallen in recent years. The catalyst has been the drop in commodity prices and the fall in relative real rates. More recently, the fair value of the kiwi has taken a positive turn as real rates improve, and risk aversion recedes. With the RBNZ striking a hawkish tone, this remains positive for the kiwi for now, but could adversely impact financial conditions later. The Swiss Franc Chart I-12 On a fundamental basis, the Swiss franc is as cheap as the yen, with our models showing it as about one standard deviation undervalued. The biggest driver for the rise in the fair value of the franc has been the structural trade surplus, driven by rising productivity. The Swiss franc is traditionally a defensive currency. As such, the fair value has taken a small hit due to the fall in the gold-to-oil ratio, a proxy for risk aversion. Should the market experience some turbulence in the coming months, the franc will benefit. The Swedish Krona Chart I-13 The Swedish krona is showing up as expensive in our models, together with the Norwegian krone. Paradoxically, on a PPP basis, the Swedish krona is one of the cheapest currencies in our universe. The key model inputs for the Swedish krona are interest rate differentials and relative productivity trends. With the rise of China as a trading partner, the productivity differential for Sweden has fallen even more steeply in this iteration of the model. It also means that the currency is no longer massively undershooting fair value, as had been the case in previous iterations. The Norwegian Krone Chart I-14 Like the Swedish krona, the Norwegian krone is showing up as expensive in our models. However, it is one of the cheapest currencies on a PPP basis, which presents a paradox. We will be looking at the Norwegian economy in-depth next week, to help explain this paradox. A more immediate explanation is that the trade balance for Norway has been nosediving in recent years, which helps explain why the model judges the currency as becoming incrementally expensive. With the rise of China as a trading partner, the productivity differential for Norway has also fallen. The Chinese Yuan Chart I-15 The Chinese yuan is currently at about one standard deviation below fair value. Since the history of our model, the fair value of the yuan has been mostly rising. This is driven by rising relative productivity in China. Concurrently, real interest rates in China have also shot up, which has led to a strong rally in the Chinese RMB. We expect the RMB to keep appreciating in the coming years, as the fair value keeps rising.  The Brazilian Real Chart I-16 The Brazilian real is slightly above fair value, according to our fundamental models. Meanwhile, the fair value has been falling since 2011, in line with other commodity currencies. However, if we are indeed in a new commodity super cycle, the fair value of the real should start to rise. The Mexican Peso Chart I-17 The Mexican Peso is trading a nudge above fair value, but the fair value has been rising since 2019. This means going forward, we could see a rising peso, coinciding with a rapid rise in its fair value. The peso is highly cyclical, so two key drivers have been working in favor of the currency. First, a falling in risk aversion (proxied by a decline in the gold-to-oil ratio) has been positive. Meanwhile, the cumulative current account will also continue to improve should global growth remain strong in the near term, especially US growth. The Chilean Peso Chart I-18 The Chilean peso is currently at fair value, according to our fair value model. The fair value of the Chilean peso has been falling in recent years, but this decline was even sharper when Chinese productivity gains were given a greater weight in the modelling exercise. Going forward, Chilean exports of copper will be in a structural uptrend, due to the green technology revolution. As such, the fair value of the peso should begin to gradually rise. The Colombian Peso Chart I-19 The Colombian peso is cheap, and so constitutes an attractive play if oil prices remain strong in the medium term. The reason is that it has one of the strongest correlations to oil prices among commodity currencies. That said, structurally, the fair value of the Colombian peso has been falling, like many other petrocurrencies. The South African Rand Chart I-20 The South African rand is now trading slightly below its fair value, a positive contrast to the BRL which is slightly expensive. Meanwhile, the fair value of the rand is gradually picking up, after a structural decline over the last decade.   The correlation between precious metal prices and the South African rand is picking up again, as the current account moves back into surplus. We are positive gold (and silver) as inflation hedges. Meanwhile, platinum and palladium will continue to benefit from a push towards better environmental standards among traditional autos. The Russian Ruble Chart I-21 The Russian ruble is now sitting around one standard deviation below its fair value. We are constructive on oil, which will boost the fair value of petrocurrencies, including the Russian ruble. Meanwhile, real interest rates are at relatively high levels in Russia, even though this does not have significant explanatory power. Given cheap valuations, we are looking to buy a petrocurrency basket, including the RUB and the COP. The Korean Won Chart I-22 The Korean won has underperformed this year, and has been trading at a negligible divergence from its fair value over the last few years. The fair value of the Korean won has also been flat over the years. This suggests that Korean productivity growth has kept pace with its trading partners. Going forward, it also suggests the next move in the Korean won is likely to be driven by the trend in the currencies of its trading partners, especially China and the US. The Philippine Peso Chart I-23 The Philippine peso is expensive by about one standard deviation. This has been partly due to a decline in the fair value of the peso, a process that began in 2015.  The Philippine peso is one of the few currencies whose REER tends to have well-defined and long cycles that last 5-8 years. It will be important to watch if the recent appreciation in the currency has more room to run, given expensive valuation. The Singapore Dollar Chart I-24 The Singaporean dollar is another currency whose REER tends to have long cycles, probably a feature of the managed float. The Singaporean dollar is a defensive currency, and so the appreciation in other emerging market currencies has brought relative valuations back towards fair value. The Hong Kong Dollar Chart I-25 The REER of HKD has been rising in recent years, meaning inflation in Hong Kong SAR has been outpacing that elsewhere. This has made the HKD expensive, according to our models. However, the fair value has started to fall suggesting productivity gains in the city state have also been lagging, probably a result of political unrest. That said, we expect the peg to remain in place for some time, as we highlighted in a previous special report. The Saudi Riyal Chart I-26 The fair value of the Saudi Riyal has been falling for quite a while on declining relative productivity. This has made the Riyal incrementally expensive. However, oil prices are currently elevated, which means it might take much more stretched valuations to begin to cause greater tensions for the peg.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Highlights China's high-profile jawboning draws attention to tightness in metals markets, and raises the odds the State Reserve Board (SRB) will release some of its massive copper and aluminum stockpiles in the near future. Over the medium- to long-term, the lack of major new greenfield capex raises red flags for the IEA's ambitious low-carbon pathway released last week, which foresees the need for a dramatic increase in renewable energy output and a halt in future oil and gas investment to achieve net-zero emissions by 2050. Copper demand is expected to exceed mined supply by 2028, according to an analysis by S&P, which, in line with our view, also sees refined-copper consumption exceeding production this year (Chart of the Week). A constitution re-write in Chile and elections in Peru threaten to usher in higher taxes and royalties on mining in these metals producers, placing future capex at risk. Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk. We remain bullish copper and look to get long on politically induced sell-offs as the USD weakens. Feature Politicians are inserting themselves in the metals markets' supply-demand evolutions to a greater degree than in the past, which is complicating the short- and medium-term analysis of prices. This adds to an already-difficult process of assessing markets, given the opacity of metals fundamentals – particularly inventories, which are notoriously difficult to assess. Chinese Communist Party (CCP) jawboning of market participants in iron ore, steel, copper and aluminum markets over the past two weeks has weakened prices, but, with the exception of steel rebar futures in Shanghai – down ~ 17% from recent highs, and now trading at ~ 4911 RMB/MT –  the other markets remain close to records.  Benchmark 62% Fe iron ore at the port of Tianjin was trading ~ 4% lower at $211/MT, while copper and aluminum were trading ~ 5.5% and 6.5% off their recent records at $4.535/lb and $2,350/MT, respectively. In addition to copper, aluminum markets are particularly tight (Chart 2). Jawboning aside, if fundamentals continue to keep prices elevated – or if we see a new leg up – China's high-profile jawboning could presage a release by the State Reserve Board (SRB) of some of its massive copper and aluminum stockpiles in the near term. In the case of copper, market guesses on the size of this stockpile are ~ 2mm to 2.7mm MT. On the aluminum side, Bloomberg reported CCP officials were considering the release of 500k MT to quell the market's demand for the metal. Chart of the WeekContinue Tightening In Copper Expected Chart 2Aluminum Remains Tight Brownfield Development Not Sufficient Our balances assessments continue to indicate key base metals markets are tight and will remain so over the short term (2-3 years). Economies ex-China are entering their post-COVID-19 recovery phase. This will be followed by higher demand from renewable generation and grid build-outs that will put them in direct competition with China for scarce metals supplies for decades to come. Markets will continue to tighten. In the bellwether copper market, we expect this tightness to remain a persistent feature of the market over the medium term – 3 to 5 years out – given the dearth of new supply coming to market. Copper prices are highly correlated with the other base metals (Chart 3) – the coefficient of correlation with the other base metals making up the LME's metals index is ~ 0.86 post-GFC – and provide a useful indicator of systematic trends in these markets. Chart 3Copper Correlation With LME Index Ex-Copper Copper ore quality has been falling for years, as miners focused on brownfield development to extend the life of mines (Chart 4). In Chart 5, we show the ratio of capex (in billion USD) to ore quality increases when capex growth is expanding faster than ore quality, and decreases when capex weakens and/or ore quality degradation is increasing. Chart 4Copper Capex, Ore Quality Declines Chart 5Capex-to-Ore-Quality Decline Set Market Up For Higher Prices Falling prices over the 2012-19 interval coincide with copper ore quality remaining on a downward trend, likely the result of previous higher prices that set off the capex boom pre-GFC. The lower prices favored brownfield over greenfield development. Goehring and Rozencwajg found in their analysis of 24 mines, about 80% of gross new reserves booked between 2001-2014 were due not to new mine discoveries but to companies reclassifying what was once considered to be waste-rock into minable reserves, lowering the cut-off grade for development.1 This is consistent with the most recent datapoints in Chart 5, due to falling ore grade values, as companies inject less capex into their operations and use it to expand on brownfield projects. Higher prices will be needed to incentivize more greenfield projects. A new report from S&P Global Market Intelligence shows copper reserves in the ground are falling along with new discoveries.2 According to the S&P analysts, copper demand is expected to exceed mined supply by 2028, which, in line with our view, sees refined-copper consumption exceeding production this year. Renewables Push At Risk Just last week, the IEA produced an ambitious and narrow path for governments to collectively reach a net-zero emissions (NZE) goal by 2050.3 Among its many recommendations, the IEA singled out the overhaul of the global electric grid, which will be required to accommodate the massive renewable-generation buildout the agency forecasts will be needed to achieve its NZE goals. The IEA forecasts annual investment in transmission and distribution grids will need to increase from $260 billion to $820 billion p.a. by 2030. This is easier said than done. Consider the build-out of China's grid, which is the largest grid in the world. To become carbon neutral by 2060, per its stated goals, investment in China’s grid and associated infrastructure is expected to approach ~ $900 billion, maybe more, over the next 5 years.4 The world’s largest fossil-fuel importer is looking to pivot away from coal and plans to more than double solar and wind power capacity to 1200 GW by 2030. Weening China off coal and rebuilding its grid to achieve these goals will be a herculean lift. It comes as no surprise that IEA member states have pushed back on the agency's NZE-by-2050 plan. This primarily is because of its requirement to completely halt fossil-fuel exploration and spending on new projects. Japan and Australia have pushed back against this plan, citing energy security concerns. Officials from both countries have stated that they will continue developing fossil fuel projects, as a back-up to renewables. Japan has been falling behind on renewable electricity generation (Chart 6). Expensive renewables and the unpopularity of nuclear fuel could make it harder for the world’s fifth largest fossil fuels consumer to move away from fossil fuels. Around the same time the IEA released its report, Australia committed $464 million to build a new gas-fired power station as a backup to renewables. Chart 6Japan Will Continue Building Fossil-Fuel Back-Up Generation Just days after the IEA report was published, the G7 nations agreed to stop overseas coal financing. This could have devastating effects for emerging and developing nations‘ electricity grids which are highly dependent on coal. In 2020 70% and 60% of India and China’s electricity respectively were produced by coal (Chart 7).5 Chart 7EM Economies Remain Reliant On Coal-Fired Generation Near-Term Copper Supply Risks Rise Even though inventories appear to be rebuilding, mounting political risks keep us bullish copper (Chart 8). Lawmakers in Chile and Peru are in the process of re-writing their constitutions to, among other things, raise royalties and taxes on mining activities in their respective countries. This could usher in higher taxes and royalties on mining for these metals producers, placing future capex at risk. In addition, Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk.6 None of these events is certain to occur. Peruvian elections, for one thing, are too close to call at this point, and Chile has a history of pro-business government. However, these are non-trivial odds – i.e., greater than Russian roulette odds of 1:6 – and if any or all of these outcomes are realized, higher costs in copper and lithium prices would result, and miners would have to pass those costs on to buyers. Bottom Line: We remain bullish base metals, especially copper. Another leg up in copper would pull base metals higher with it. We would look to get long on politically induced sell-offs, particularly with the USD weakening, as expected Chart 8Global Copper Inventories Rebuilding But Still Down Y/Y   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 Next Tuesday's OPEC 2.0 meeting appears to be a fairly staid affair, with little of the drama attending previous gatherings. Russian minister Novak observed the coalition would be jointly "calculating the balances" when it meets, taking into account the likely official return of Iran as an exporter, according to reuters.com. We expect a mid-year deal on allowing Iran to return to resume exports under the nuclear deal abrogated by the Trump administration in 2019, and reckon Iran has ~ 1.5mm b/d of production it can bring back on line, which likely would return its crude oil production to something above 3.8mm b/d by year-end. We are maintaining our forecast for Brent to average $64.45/bbl in 2H21; $75 and $78/bbl, in 2022 and 2023, respectively. By end 2023, prices trade to $80/bbl. Our forecast is premised on a wider global recovery going into 2H21, and continued production discipline from OPEC 2.0 (Chart 9). Base Metals: Bullish Our stop-losses was elected on our long Dec21 copper position on May 21, which means we closed the position with 48.2% return. The stop loss on our long 2022 vs short 2023 COMEX copper futures backwardation recommendation also was elected on May 20, leaving us with a return of 305%. We will be looking for an opportunity to re-establish these positions. Precious Metals: Bullish We expect the collapse in bitcoin prices, the US Fed’s decision to not raise interest rates, and a weakening US dollar to keep gold prices well bid (Chart 10). China’s ban on cryptocurrency services and Musk’s acknowledgment of the energy intensity of Bitcoin mining sent Bitcoin prices crashing. The Fed’s decision to keep interest rates constant, despite rising inflation and inflation expectations will reduce the opportunity cost of holding gold. According to our colleagues at USBS, the Fed will make its first interest rate hike only after the US economy has reached "maximum employment". The Job Openings and Labor Turnover Survey reported that job openings rose nearly 8% in March to 8.1 million jobs, however, overall hiring was little changed, rising by less than 4% to 6 million. As prices in the US rise and the dollar depreciates, gold will be favored as a store of value. On the back of these factors, we expect gold to hit $2,000/oz. Ags/Softs: Neutral Corn futures were trading close to 20% below recent highs earlier in the week at ~ $6.27/bu, on the back of much faster-than-expected plantings. Chart 9 Chart 10     Footnotes 1     Please refer to Goehring & Rozencwajg’s Q1 2021 market commentary. 2     Please see Copper cupboard remains bare as discoveries dwindle — S&P study published by mining.com 20 May 2021. 3    Please see Net Zero by 2050 – A Roadmap for the Global Energy Sector, published by the IEA. 4    Please see China’s climate goal: Overhauling its electricity grid, published by Aljazeera.  5    We discuss this in detail in Surging Metals Prices And The Case For Carbon-Capture published 13 May 2021, and Renewables ESG Risks Grow With Demand, which was published 29 April 2021.  Both are available at ces.bcaresearch.com. 6    Please see A game of chicken is clouding tax debate in top copper nation, Fujimori looks to speed up projects to tap copper riches in Peru and Codelco says 40% of its copper output at risk if glacier bill passes published by mining.com 24, 23 and 20 May 2021, respectively.    Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights Global oil markets will remain balanced this year with OPEC 2.0's production-management strategy geared toward maintaining the level of supply just below demand.  This will keep inventories on a downward trajectory, despite short-term upticks due to COVID-19-induced demand hits in EM economies and marginal supply additions from Iran and Libya over the near term. Our 2021 oil demand growth is lower – ~ 5.3mm b/d y/y, down ~ 800k from last month's estimate – given persistent weakness in realized consumption.  We have lifted our demand expectation for 2022 and 2023, however, expecting wider global vaccine distribution and increased travel toward year-end. The next few months are critical for OPEC 2.0: The trajectory for EM demand recovery will remain uncertain until vaccines are more widely distributed, and supply from Iran and Libya likely will increase this year.  This will lead to a slight bump in inventories this year, incentivizing KSA and Russia to maintain the status quo on the supply side. We are raising our 2021 Brent forecast back to $63/bbl from $60/bbl, and lifting our 2022 and 2023 forecasts to $75 and $78/bbl, respectively, given our expectation for a wider global recovery (Chart of the Week). Feature A number of evolving fundamental factors on both sides of the oil market – i.e., lingering uncertainty over the return of Iranian and Libyan exports and the strength of the global demand recovery – will test what we believe to be OPEC 2.0's production-management strategy in the next few months. Briefly, our maintained hypothesis views OPEC 2.0 as the dominant supplier in the global oil market. This is due to the low-cost production of its core members (i.e., those states able to attract capital and grow production), and its overwhelming advantage in spare capacity, which we reckon will average in excess of 7mm b/d this year, owing to the massive production cuts undertaken to drain inventories during the COVID-19 pandemic. Formidable storage assets globally – positioned in or near refining centers – and well-developed transportation infrastructures also support this position. We estimate core OPEC 2.0 production will average 26.58mm b/d this year and 29.43mm b/d in 2022 (Chart 2). Chart of the WeekBrent Prices Likely Correct Then Move Higher in 2022-23 Chart 2OPEC 2.0 Will Maintain Status Quo The putative leaders of the OPEC 2.0 coalition – the Kingdom of Saudi Arabia (KSA) and Russia – have distinctly different goals. KSA's preference is for higher prices – ~ $70-$75/bbl (basis Brent) to the end of 2022. Higher prices are needed to fund the Kingdom's diversification away from oil. Russia's goal is to keep prices closer to the marginal cost of the US shale-oil producers, who we characterize as the exemplar of the price-taking cohort outside OPEC 2.0, which produces whatever the market allows. This range is ~ $50-$55/bbl. The sweet spot that accommodates these divergent goals is on either side of $65/bbl for this year. OPEC 2.0 June 1 Meeting Will Maintain Status Quo With Brent trading close to $70/bbl, discussions in the run-up to OPEC 2.0's June 1 meeting likely are focused on the necessity to increase the 2.1mm b/d being returned to the market over the May-July period. At present, we do not believe this will be necessary: Iran likely will be returning to the market beginning in 3Q21, and will top up its production from ~ 2.4mm b/d in April to ~ 3.85mm b/d by year-end, in our estimation. Any volumes returned to the market by core OPEC 2.0 in excess of what's already been agreed going into the June 1 meeting likely will come out of storage on an as-needed basis. Libya will likely lift its current production of ~ 1.3mm b/d close to 1.5mm b/d by year end as well. We are expecting the price-taking cohort ex-OPEC 2.0 to increase production from 53.78mm b/d in April to 53.86mm b/d in December, led by a 860k b/d increase in US output, which will take average Lower 48 output in the US (ex-GOM) to 9.15mm b/d by the end of this year (Chart 3). When we model shale output, our expectation is driven by the level of prompt WTI prices and the shape of the forward curve. The backwardation in the WTI forward curve will limit hedged revenues at the margin, which will limit the volume growth of the marginal producer. We expect global production to slowly increase next year, and the year after that, with supply averaging 101.07mm b/d in 2022 and 103mm b/d in 2023.  Chart 3US Crude Output Recovers, Then Tapers in 2023 Demand Should Lift, But Uncertainties Persist We expect the slowdown in realized DM demand to reverse in 2H21, and for oil demand to continue to recover in 2H21 as the US and EU re-open and travel picks up. This can be seen in our expectation for DM demand, which we proxy with OECD oil consumption (Chart 4). EM demand – proxied by non-OECD oil consumption – is expected to revive over 2022-23 as vaccine distribution globally picks up. As a result, demand growth shifts to EM, while DM levels off. China's refinery throughput in April came within 100k b/d of the record 14.2mm b/d posted in November 2020 (Chart 5). The marginal draw in April stockpiles could also signify that as crude prices have risen higher, the world’s largest oil importer may have hit the brakes on bringing oil in. In the chart, oil stored or drawn is calculated as the difference between what is imported and produced with what is processed in refineries. With refinery maintenance in high gear until the end of this month, we expect product-stock draws to remain strong on the back of domestic and export demand. This will draw inventories while maintenance continues. Chart 4EM Demand Will Recovery Accelerates in 2022-23 Chart 8China Refinery Runs Remain Strong COVID-19-induced demand destruction remains a persistent risk, particularly in India, Brazil and Japan. This is visible in the continued shortfall in realized demand vs our expectation so far this year. We lowered our 2021 oil demand growth estimate to ~ 5.3mm b/d y/y, which is down ~ 800k from last month's estimate, given persistent weakness in realized consumption. Our demand forecast for 2022 and 2023 is higher, however, based on our expectation for stronger GDP growth in EM economies, following the DM's outperformance this year, on the back of wider global vaccine distribution year-end (Table 1). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Our supply-demand estimates continue to point to a balanced market this year and into 2022-23 (Chart 6). Given our expectation OPEC 2.0's production-management strategy will remain effective, we expect inventories to continue to draw (Chart 7). Chart 6Markets Remained Balanced Chart 7Inventories Continue To Draw CAPEX Cuts Bite In 2023 In 2023, we are expecting Brent to end the year closer to $80/bbl than not, which will put prices outside the current range we believe OPEC 2.0 is managing its production around (Chart 8). We have noted in the past continued weakness in capex over the 2015-2022 period threatens to leave the global market exposed to higher prices (Chart 9). Over time, a reluctance to invest in oil and gas exploration and production prices in 2024 and beyond could begin to take off as demand – which does not have to grow more than 1% p.a. – continues to expand and supply remains flat or declines. Chart 8By 2023 Brent Trades to /bbl Chart 9Low Capex Likely Results In Higher Prices After 2023 Bottom Line: We are raising our 2021 forecast back to an average of $63/bbl, and our forecasts for 2022 and 2023 to $75 and $78/bbl. We expect DM demand to lead the recovery this year, and for EM to take over next year, and resume its role as the growth engine for oil demand. Longer term, parsimonious capex allocations likely result in tighter supply meeting slowly growing demand. At present, markets appear to be placing a large bet on the buildout of renewable electricity generation and electric vehicles (EVs). If this does not occur along the trajectory of rapid expansion apparently being priced by markets – i.e., the demand for oil continues to expand, however slowly – oil prices likely would push through $80/bbl in 2024 and beyond.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish The Colonial Pipeline outage pushed average retail gasoline prices in the US to $3.03/gal earlier this week, according to the EIA. This was the highest level for regular-grade gasoline in the US since 27 October 2014. According to reuters.com, the cyberattack that shut down the 5,500-mile pipeline was the most disruptive on record, shutting down thousands of retail service stations in the US southeast. Millions of barrels of refined products – gasoline, diesel and jet fuel – were unable to flow between the US Gulf and the NY Harbor because of the attack, which was launched 7 May 2021 (Chart 10). While most of the system is up and running, problems with the pipeline's scheduling system earlier this week prevented a return to full operation. Base Metals: Bullish Spot copper prices remained on either side of $4.55/lb (~ $10,000/MT) by mid-week following a dip from the $4.80/lb level (Chart 11). We remain bullish copper, particularly as political risk in Chile rises going into a constitutional convention. According to press reports, the country's constitution will be re-written, a process that likely will pave the way for higher taxes and royalties on copper producers.1 In addition, unions in BHP mines rejected a proposed labor agreement, with close to 100% of members voting to strike. In Peru, a socialist presidential candidate is campaigning on a platform to raise taxes and royalties. Precious Metals: Bullish According to the World Platinum Investment Council, platinum is expected to run a deficit for the third consecutive year in 2021, which will amount to 158k oz, on the back of strong demand. Refined production is projected to increase this year, with South Africa driving this growth as mines return to full operational capacity after COVID-19 related shutdowns. Automotive demand is leading the charge in higher metal consumption, as car makers switch out more expensive palladium for platinum to make autocatalysts in internal-combustion vehicles. Ags/Softs: Neutral Corn prices continued to be better-offered following last week's WASDE report, which contained the department's first look at the 2021-22 crop year. Corn production is expected to be up close to 6% over the 2020-21 crop year, at just under 15 billion bushels. On the week, corn prices are down ~ 15.3%. Chart 10 Chart 11     Footnotes 1     Please see Copper price rises as Chile fuels long-term supply concerns published 18 May 2021 by mining.com. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

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 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 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 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 … 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 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 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 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 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 Chart 9   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

Highlights Higher copper prices will follow in the wake of China's surge in steel demand, which lifted Shanghai steel futures to an all-time high just under 5,200 RMB/MT earlier this month, as building and infrastructure projects are completed this year (Chart of the Week). Copper will register physical deficits this year and next, which will pull inventories even lower and will push demand for copper scrap up in China and globally. High and rising copper prices could prompt government officials to release some of China's massive state holdings of copper – believed to total some 2mm MT – if the current round of market jawboning fails to restrain demand and price increases. Strong steel margins and another round of environmental restraints on mills are boosting demand for high-grade iron ore (65% Fe), which hit a record high of just under $223/MT earlier this week. Benchmark iron ore prices (62% Fe) traded at 10-year highs this week, just a touch below $190/MT. We are lifting our copper price forecast for December 2021 to $5.00/lb from $4.50/lb. In addition, we are getting long 2022 CME/COMEX copper vs short 2023 CME/COMEX copper at tonight's close, expecting steeper backwardation. Feature Government-mandated reductions of up to 30% in steel mill operations for the rest of the year in China's Tangshan steel hub to reduce pollution will tighten an already-tight market responding to a construction and infrastructure boom (Chart 2). This boom triggered a surge in steel prices, and, perforce, in iron ore prices (Chart 3). As it has in the past, this sets the stage for the next leg of copper's bull run. Chart of the WeekSurging Steel Presages Stronger Copper Prices In our modeling, we have found a strong relationship between steel prices, particularly for reinforcing bar (rebar), and copper prices, as can be seen in the Chart of the Week. Steel goes into building and infrastructure projects at the front end (in the concrete that is reinforced by steel and in rolled coil products), and then copper goes into the completed project (in the form of wires or pipes). Chart 2Copper Bull Market Will Continue In addition to the building and construction boom, continued gains in manufacturing will provide a tailwind for copper prices, which will be augmented by the global recovery in activity 2H21. Chart 4 shows the relationship between nominal GDP levels and copper prices. What's important here is economic growth in Asia (including China) and ex-Asia is, unsurprisingly, cointegrated with copper prices – i.e., economic growth and industrial commodities share a long-term equilibrium, which explains their co-movement. Chart 3Steel Boom Lifts Iron Ore Prices Media reports tend to focus on the effects of Chinese government spending as a share of GDP – e.g., total social financing relative to GDP – to the exclusion of the economic, particularly when trying to explain commodity price movements. To the extent the Chinese government is successful in further expanding the private sector – on the goods and services sides – organic economic growth will become even more important in explaining Chinese commodity demand. Chart 4Global Economic Grwoth Will Boost Copper Prices In our copper modeling, we find copper prices to be cointegrated with nominal Chinese GDP, EM Asian GDP and EM ex-Asian GDP, along with steel and iron ore prices, which, from a pure economics point of view, is what would be expected. On the other hand, there is no cointegration – i.e., no economic co-movement or a shared trend – between these industrial commodity prices and total social financing as a percent of nominal China GDP. These models allow us to avoid spurious relationships, which offer no help in explaining or forecasting these copper prices. Chart 5Iron Ore, Copper Demand Will Lift With The "Green Energy" Buildout Chart 6Renewables Dominate Incremental New Generation Longer term, as we have written in past research reports, the transition to a low-carbon energy mix favoring distributed renewable electricity generation, more resilient grids and electric vehicles (EVs) will be a major source of demand growth for bulks like iron ore and steel, and base metals, particularly copper (Chart 5).1 Already, renewable generation represents the highest-growth segment of incremental power generation being added to the global grid (Chart 6). Copper Supply Growth Requires Higher Prices Copper supply will have a difficult time accommodating demand in the short term (to end-2022) when, for the most part, the buildout in renewables and EVs will only be getting started. This means that over the medium (to end-2025) and the long terms (2050) significant new supply will have to be developed to meet demand. In the short term, the supply side of refined copper – particularly the semi-refined form of the metal smelters purify into a useable input for manufactured products (condensates) – is running extremely low, as can be seen in the longer-term collapse of Treatment Charges and Refining Charges (TC/RC) at Chinese smelters (Chart 7). At ~ $22/MT last week, these charges were the lowest since the benchmark TC/RC index tracking these charges in China was launched in 2013, according to reuters.com.2 Chart 7Copper TCRCs Fall As Supplies Fall, Pushing Prices Higher The copper supply story also can be seen in Chart 8, which converts annual supply and demand into balances, which will be mediated by the storage market. The International Copper Study Group (ICSG) estimates mine output again registered flat year-on-year growth last year, while refined copper supplies were up a scant 1.5% y/y. Chart 8Physical Deficits Will Draw Copper Stocks... Consumption was up 2.2%, according to the ICSG's estimates, which expects a physical deficit this year of 456k MT, after adjusting for Chinese bonded warehouse stocks. This will mark the fourth year in a row the copper market has been in a physical deficit, which, since 2017, has averaged 414k MT. The net result of this means inventories will once again be relied on to fill in supply gaps, and global stockpiles, which are down ~25% y/y, and will continue to fall (Chart 9). With mining capex weak and copper ore quality falling, higher prices will be required to incentivize significant new investment in production (Chart 10). However, the lead time on these projects is five years in the best of circumstances, which means miners have to get projects sanctioned with final investment decisions made in the near future (Chart 11). Chart 9...Which After Four Years Of Physical Deficits Are Low Chart 10Higher Copper Prices Required To Reverse Weak Capex, Falling Ore Quality Chart 11Falling Lead Times To Bring New Mines Online, But Time Is Short Investment Implications Our focus on copper is driven by the simple fact that it spans all renewable technologies and will be critical for EVs as well, particularly if there is widespread adoption of this technology (Chart 12). We continue to expect copper supply challenges across the short-, medium- and long-term investment horizons. To cover the short term, we recommended going long December 2021 copper on 10 September 2020, and this position is up 39.2%. To cover the longer term, we are long the S&P Global GSCI commodity index and the iShares GSCI Commodity Dynamic Roll Strategy ETF (COMT), recommended 7 December 2017 and 12 March 2021 , respectively, which are down 2.3% and 0.8%. Chart 12Widespread EV Uptake Will Create All New Copper Demand At tonight's close, we will cover the medium-term opportunity of the copper supply-demand story developed above by getting long the 2022 CME/COMEX copper futures strip and short 2023 CME/COMEX copper futures strip, given our expectation the continued tightening of the market will force inventories to draw, leading to a steeper backwardation in the copper forward curve. The principal risks to our short-, medium- and long-term positions above are a global failure to contain the COVID-19 pandemic, which, we believe is a short-term risk. Second among the risks to these positions is a large release of strategic copper concentrate reserves held by China's State Reserve Bureau (aka, the State Bureau of Minerial Reserves). In the case of the latter risk, the actual holdings of the Bureau are unknown, but are believed to be in the neighborhood of 2mm MT.3 Bottom Line: We remain bullish industrial commodities, particularly copper. Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish Texas is expected to add 10 GW of utility-scale solar power by the end of 2022, according to the US EIA. Texas entered the solar market in a big way in 2020, installing 2.5 GW of capacity. The EIA expects The Great State to add ~ 5GW per year in the next two years, which would take total solar capacity to just under 15 GW. Roughly 30% of this new capacity is expected to be built in the Permian Basin, home to the most prolific oil field in the US. By comparison, the leading producer of solar power in the US, California, will add 3.2 GW of new solar capacity, according to the EIA (Chart 13). To end-2022, roughly one-third of total new solar generation in the will be added in Texas, which already is the leading wind-powered generator in the country. Wind availability is highest during the nighttime hours, while solar is most abundant during the mid-day period. Precious Metals: Bullish Palladium prices, trading ~ $2,876/oz on Wednesday, surpassed their previous record of $2,875.50/oz set in February 2020 and are closing in on $3,000/oz, as supply expectations continue to be lowered by Russian metals producer Nornickel, the largest palladium producer in the world (Chart 14). Earlier this week, the company updated earlier guidance and now expects mine output to be down as much as 20% this year in its copper, nickel and palladium operations, due to flooding in its mines. Palladium is used as a catalyst in gasoline-powered automobiles, sales of which are expected to rebound as the world emerges from COVID-19-induced demand destruction and a computer-chip shortage that has limited new automobile supply. In addition, production of platinum-group metals (PGMs) is being hampered by unreliable power supply in South Africa, which has forced the national utility suppling most of the state's power (> 90%) to revert to load-shedding schemes to conserve power. We remain long palladium, after recommending a long position in the metal 23 April 2020; the position is up 35.6%. Chart 13 Chart 14     Footnotes 1     Please see, e.g., Renewables, China's FYP Underpin Metals Demand, which we published 26 November 2020.  It is available at ces.bcaresearch.com.   2     Please see RPT-COLUMN-Copper smelter terms at rock bottom as mine squeeze hits: Andy Home published by reuters.com 14 April 2021.  The report notes direct transactions between miners and smelters were reported as low as $10/MT, in a sign of just how tight the physical supply side of the copper market is at present. 3    Please see Column: Supercycle or China cycle? Funds wait for Dr Copper's call, published by reuters.com 20 April 2021.    Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights 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 Chart 2DM 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 Chart 4Shale 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 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) 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... Chart 7OECD Inventories Fall to 2023 Chart 8Brent 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 Chart 10Gold 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

Highlights On a timeframe of a few years, a net deflationary shock is a near-certainty even if we do not know its precise nature or its precise timing. Hence, investors must build such a deflationary shock or shocks into their long-term investment strategy. Specifically: The 10-year T-bond yield will ultimately reach zero, and the 30-year T-bond yield will ultimately reach 0.5 percent. For patient investors, this presents a mouth-watering 100 percent return on the long-duration T-bond. The structural bull market in equities will continue until T-bond yields reach their ultimate low. Patient equity investors should steer towards ‘growth’ sectors that will surge on the ultimate low in T-bond yields. Fractal trade shortlist: Taiwan versus China, Netherlands versus China, and Sweden versus Finland. Feature Chart I-1For Long-Term Investors, A Shock Is A Near-Certainty Predicting shocks is easy. The precise nature and timing of shocks is not predictable, but the statistical distribution of shocks is highly predictable. This means that the longer our investment timeframe, the more certain we are of encountering at least one shock – even if we cannot predict its precise nature or timing. Many economists and strategists blame their forecasting errors on shocks, such as the pandemic, which they point out are ‘unforecastable.’ Absent the shocks, they argue, their predictions of the economy and the markets would have turned out right. This is a valid excuse for short-term forecasting errors, but it is not a valid excuse for long-term forecasting errors. On a long-term horizon, encountering a major shock, or several major shocks, is a near-certainty. Hence, economists and strategists who are not incorporating the well-defined statistical distribution of shocks into their long-term investment forecasts and strategies are making a mistake. Individual Shocks Are Not Predictable In the 21 years of this century so far, there have been five shocks whose economic/financial consequences have been felt worldwide: the dot com bust (2000); the global financial crisis (2007/8); the euro debt crisis (2011/12); the emerging markets recession (2014/15); and the global pandemic (2020). To these we can add two wide-reaching political shocks: the Brexit vote (2016); and Donald Trump’s shock victory in the US presidential election (2016). In total, this constitutes seven shocks, four economic/financial, two political, and one natural (Chart I-2). Chart I-2The Seven Global Shocks Of The Century (So Far) Some people argue that economic/financial shocks are predictable, because they arise from vulnerabilities in the economy or financial markets, which should be easy to spot. Unfortunately, though such vulnerabilities are obvious in hindsight, the greatest economic minds cannot see them in real time. The greatest economic minds cannot see economic vulnerabilities. Infamously, on the eve of the global financial crisis, Ben Bernanke was insisting that “there’s not much indication that subprime mortgage issues have spread into the broader mortgage market.” Equally infamously, on the eve of the euro debt crisis, Mario Draghi was asking “what makes you think that the ECB must become lender of last resort to governments to keep the eurozone together?” (Chart I-3 and Chart I-4) Chart I-3Bernanke Couldn't See The GFC Chart I-4Draghi Couldn't See The Euro Debt Crisis Which begs the question, what is the current vulnerability that today’s great economic minds cannot see? As we have documented many times, most recently in The Rational Bubble Is Turning Irrational, the current vulnerability is the exponential relationship between rising bond yields and the risk premiums on equities and other risk-assets (Chart I-5 and Chart I-6). Meaning that $500 trillion of risk-assets are vulnerable to any substantial further rise in bond yields. Chart I-5A 1.5 Percent Decline In The Bond Yield Had A Smaller Impact On The Earnings Yield When The Bond Yield Started At 4 Percent... Chart I-6...Than When The Bond Yield Started ##br##At 3 Percent The second type of shock – political shocks – should be predictable as they mostly arise from well-defined events such as elections and referenda, which an army of political experts analyses ad nauseam. Yet the greatest political minds could not see Brexit or President Trump coming. Indeed, even ‘Team Brexit’ didn’t see Brexit coming, because it had no plan on how to implement Brexit once the vote was won. The third type of shocks – natural shocks – are clearly unpredictable as individual events. Nobody knows when the next major pandemic, earthquake, volcano eruption, tsunami, solar flare, or asteroid strike is going happen. Yet, to repeat, while the precise nature and timing of shocks is not predictable, the statistical distribution of shocks is highly predictable. The Statistical Distribution Of Shocks Is Highly Predictable The good news is that shocks follow well-defined statistical ‘power laws’ which allow us to accurately forecast how many shocks to expect in any long timeframe. The 7 shocks experienced through the past 21 years equates to a shock every three years on average, or 3.33 shocks in any 10-year period. The expected wait to the next shock is three years. The next few paragraphs delve into some necessary mathematics, but don’t worry, you don’t need to understand the maths to appreciate the key takeaways. If the past 21 years is representative, we propose that the number of shocks in any 10-year period follows a so-called Poisson distribution with parameter 3.33. From this distribution, it follows that the probability of going through a 5-year period without a shock is just 19 percent, and the probability of going through a 10-year period without a shock is a negligible 4 percent (Chart of the Week). The result is that if you are a long-term investor, then encountering a shock is a near-certainty and should be built into your investment strategy. How can we test our assumption that the number of shocks follows a Poisson distribution? The maths tells us that if the number of shocks follows a Poisson distribution with parameter 3.33, then the ‘waiting time’ between shocks follows a so-called Exponential distribution also with parameter 3.33. On this basis, 63 percent of the waits between shocks should be up to three years, 23 percent should be four to six years, and 14 percent should be over six years. Now we can compare this expected distribution with the actual distribution of waits between the 7 shocks encountered so far in this century. We find that the theory lines up closely with the practice, validating our assumption of a Poisson distribution (Chart I-7 and Chart I-8). Chart I-7The Theoretical Waiting Time Between Shocks… Chart II-8…Is Close To The Actual Waiting Time Between Shocks To repeat the key takeaways, on a long-term timeframe, encountering at least one shock is a near-certainty, and the expected wait to the next shock is three years. A Shock Is A Near-Certainty, And It Will End Up Deflationary Nevertheless, there remains a pressing question: Will the next shock(s) be deflationary or reflationary? It turns out that all shocks end up with both deflationary and reflationary components: either a deflationary impulse followed by a reflationary backlash or, as we highlighted in The Road To Inflation Ends At Deflation, a reflationary impulse followed by a deflationary backlash. But the crucial point is that the deflationary component will swamp the reflationary component. In the seven shocks of this century so far, six have been deflationary impulses with a weaker reflationary backlash; and one – the reflation trade of 2017-18 – was a reflationary impulse with a stronger deflationary backlash. It is our high conviction view that in the next shock(s), the deflationary component will continue to hold the upper hand (Chart I-9). Chart I-9Each Shock Has A Deflationary And Reflationary Component... But The Deflationary Component Tends To Dominate The simple reason is that as financial asset prices, real estate prices, and debt servicing costs get addicted to ever lower bond yields, the economy and financial markets cannot tolerate bond yields reaching previous tightening highs and, just like all addicts, need a new extreme loosening to feel any stimulus. This means that when the next shock comes – as it surely will – it will require lower lows and lower highs in the bond yield cycle. Let’s sum up. On a timeframe of a few years, a shock is a near-certainty even if we do not know its precise nature – economic/financial, political, or natural – or its precise timing. Furthermore, the shock will be net deflationary. Hence, investors must build such a deflationary shock or shocks into their long-term investment strategy. Specifically: The 10-year T-bond yield will eventually reach zero, and the 30-year T-bond yield will ultimately reach 0.5 percent. For patient investors, this constitutes a mouth-watering 100 percent return on the long-duration T-bond. The 10-year T-bond yield will eventually reach zero. The structural bull market in equities will continue until T-bond yields reach their ultimate low. Patient equity investors should tilt towards ‘growth’ sectors that will surge on the ultimate low in T-bond yields. Candidates For Countertrend Reversals This week we have noticed an unusual decoupling among the tech-heavy markets of Taiwan, Netherlands, and China (Chart I-10). Chart I-10An Unusual Decoupling Between Tech-Heavy Netherlands And China Among these three markets, the strong short-term outperformance of both Taiwan and Netherlands are due to supply bottlenecks in the semiconductor sector that have boosted Taiwan Semiconductor Manufacturing and ASML, but we expect these bottlenecks ultimately to resolve.  On this basis and combined with extremely fragile 130-day fractal structures, Taiwan versus China and Netherlands versus China are vulnerable to reversals (Chart I-11 and Chart I-12). Chart I-11Underweight Taiwan Versus China Chart I-12Underweight Netherlands Versus China Our first recommended trade is to underweight Netherlands versus China, setting a profit target and symmetrical stop-loss at 5 percent. Another outperformance that looks fragile on its 130-day fractal structure is Sweden versus Finland, driven by industrials and financials versus energy and materials (Chart I-13). Chart I-13Underweight Sweden Versus Finland Our second recommended trade is to underweight Sweden versus Finland, setting a profit target and symmetrical stop-loss at 4.7 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Chart II-2Indicators To Watch - Bond Yields - ##br##Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - ##br##Asia Chart II-4Indicators To Watch - Bond Yields - ##br##Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations    

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 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 Chart 3A Solid Recovery In Inflation Expectations Chart 4European 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 Chart 6Non-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 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 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 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 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 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 Chart 13Canadian & Australian Breakevens In Line With Inflation Surveys Chart 14Assessing 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 Chart A2Our UK 10-Year Inflation Breakeven Model Chart A3Our France 10-Year Inflation Breakeven Model Chart A4Our Italy 10-Year Inflation Breakeven Model Chart A5Our Japan 10-Year Inflation Breakeven Model Chart A6Our Germany 10-Year Inflation Breakeven Model Chart A7Our Canada 10-Year Inflation Breakeven Model Chart A8Our Australia 10-Year Inflation Breakeven Model Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns