BCA Indicators/Model

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

ハイライト 中国の鋼材需要の急増を受け、建築およびインフラプロジェクトが今年完了するにつれて上海鉄鋼先物が今月初めに5,200人民元/MT弱の史上高近くまで上昇したことから、銅価格はさらに上昇すると見込まれます（今週のチャート）。 銅は今年および来年にかけて実需ベースでの需給不足を記録し、在庫がさらに減少するとともに中国および世界的に銅スクラップの需要を押し上げるでしょう。 銅価格の上昇が続けば、現在の市場での口先介入が需要と価格上昇を抑えられない場合、中国の膨大な国家保有銅在庫（約200万MTと推定される）の一部を当局が放出する可能性があります。 強い鋼材マージンと製鉄所に対する新たな環境規制が高品位鉄鉱石（65% Fe）需要を押し上げており、同品は今週初めに約223ドル/MT弱の史上高を付けました。ベンチマークの鉄鉱石価格（62% Fe）は今週10年ぶり高値で取引され、約190ドル/MT手前でした。 当社は2021年12月の銅価格予想を4.50ドル/lbから5.00ドル/lbに引き上げます。さらに、本日の取引終了時に2022年物CME/COMEX銅をロングし、2023年物CME/COMEX銅をショートするポジションを取ります。より急峻なバックワーデーションを見込んでの取組みです。 特集 中国の唐山（Tangshan）製鉄拠点における汚染削減のための製鉄所稼働率の最大30%削減という政府指示は、建設およびインフラのブームに対応する既に逼迫した市場をさらに引き締めることになります（チャート2）。このブームは鋼材価格、そして結果的に鉄鉱石価格を急騰させました（チャート3）。過去と同様に、これが銅の強気相場の次の局面の舞台を整えます。 今週のチャート 鋼材の急騰が銅価格の更なる上昇を予告 鉄鋼の急騰は銅価格のさらなる上昇を示唆する 鉄鋼の急騰は銅価格のさらなる上昇を示唆する 当社のモデルでは、特に鉄筋（リバー）価格と銅価格の間に強い関係があることが今週のチャートで確認できます。鋼材は建築・インフラプロジェクトの前段階で使われ（鉄筋で補強されたコンクリートや圧延コイル製品など）、その後、完成したプロジェクトには銅が使われます（配線や配管の形で）。 チャート2 銅の強気相場は続く 銅の強気相場は続く 銅の強気相場は続く 建設・建築ブームに加え、製造業の継続的な回復が銅価格の追い風となり、2021年後半の世界的な活動回復がこれをさらに増幅します。チャート4は名目GDP水準と銅価格の関係を示しています。重要なのは、アジア（中国を含む）およびアジア以外の経済成長が銅価格とコインテグレーション（共積分）関係にあることで、すなわち経済成長と工業コモディティは長期的な均衡を共有しており、それが同時変動を説明します。 チャート3 鋼材ブームが鉄鉱石価格を押し上げる 鉄鋼ブームが鉄鉱石価格を押し上げる 鉄鋼ブームが鉄鉱石価格を押し上げる メディア報道はしばしば、中国の政府支出をGDP比で注目しがちです（例：社会融資総額のGDP比）。しかし商品価格動向を説明しようとする際に経済要因が除外されがちです。中国政府が民間部門（財・サービス面）をさらに拡大することに成功すれば、オーガニックな経済成長が中国のコモディティ需要を説明する上でより重要になります。 チャート4 世界経済の成長が銅価格を押し上げる 世界的な経済成長が銅価格を押し上げる 世界的な経済成長が銅価格を押し上げる 当社の銅モデルでは、名目中国GDP、新興アジア（EMアジア）GDPおよびアジア以外の新興国（EM）GDPに加え、鋼材と鉄鉱石価格が銅価格と共積分関係にあることが分かります。これは純粋な経済学的観点から期待される結果です。一方で、これらの工業用コモディティ価格と中国の名目GDPに対する社会融資総額の割合との間には共積分関係（経済的な共動性や共通トレンド）は見られません。これらのモデルにより、銅価格の説明や予測に役立たない偽の関係を回避できます。 チャート5 鉄鉱石・銅の需要はグリーン・エネルギーの整備で増加する 鉄鋼価格の急騰で銅が上昇 鉄鋼価格の急騰で銅が上昇 チャート6 再生可能エネルギーが新規増分発電を主導 銅、鉄鋼価格の急騰を受け上昇へ 銅、鉄鋼価格の急騰を受け上昇へ 長期的には、当社が過去の調査報告で指摘してきたように、分散型再生可能発電の導入、よりレジリエントな電力網、電気自動車（EV）への移行は、鉄鉱石や鋼材といったばら積み需要、および特に銅のようなベースメタルの需要成長の主要な源泉となります（チャート5）。1 すでに再生可能エネルギーは、世界の電力網に追加される新規増分発電の中で最も高い成長セグメントを占めています（チャート6）。 銅供給の増加にはより高い価格が必要 銅供給は短期（2022年末まで）では需要に対応するのが困難であり、再生可能エネルギーとEVの整備は大半がこれから始まる段階にあります。つまり中期（2025年末まで）および長期（2050年）において、需要を満たすためにはかなりの新供給を開発する必要があります。 短期的には、精錬銅の供給面、特に製錬所が半精製品として精製し製造入力にする凝縮物（コンデンセート）レベルが極めて低下しており、中国の製錬所におけるトリートメント料・精製料（TC/RC）の長期的な急落からも確認できます（チャート7）。先週およそ22ドル/MTで、これらの手数料は2013年に中国でのベンチマークTC/RC指数が開始されて以来の最低水準でした（reuters.comによる）。2 チャート7 供給減少で銅のTC/RCが低下、価格を押し上げる 銅のTCRCsが供給減で下落し、価格を押し上げる 銅のTCRCsが供給減で下落し、価格を押し上げる 銅の供給事情はチャート8にも表れており、年次の供給と需要を残高に換算すると、これが在庫市場を介して調整されます。国際銅研究グループ（ICSG）は、鉱山生産は昨年も前年並みで推移し、精銅供給はわずか1.5%の増加にとどまったと推定しています。 チャート8 実需の不足が銅在庫を引き下げる... 現物不足が銅在庫を取り崩す… 現物不足が銅在庫を取り崩す… ICSGの推定によれば消費は2.2%増加し、中国の保税倉庫在庫を調整後の今年の実需ベースの不足は456千MTが見込まれます。これで銅市場は4年連続の実需不足となり、2017年以降の平均不足は約414千MTです。その結果、在庫が再び供給ギャップを埋める頼みとなり、世界の在庫は前年比約25%減と低水準で今後も減少し続けるでしょう（チャート9）。 鉱業の設備投資が弱く、銅鉱石の品位が低下しているため、相当程度の新投資を促すにはより高い価格が必要です（チャート10）。しかし、これらプロジェクトのリードタイムは最良のケースでも5年であるため、鉱山会社は近い将来に最終投資判断を下してプロジェクトを承認する必要があります（チャート11）。 チャート9 ...結果として4年続く実需不足で在庫は低水準 …4年にわたる現物不足を経て低い …4年にわたる現物不足を経て低い チャート10 弱い投資と低下する鉱石品位を是正するにはより高い銅価格が必要 弱い設備投資と鉱石品位の低下を是正するには、銅価格のさらなる上昇が必要だ 弱い設備投資と鉱石品位の低下を是正するには、銅価格のさらなる上昇が必要だ チャート11 新規鉱山稼働までのリードタイムは短縮中だが時間は限られる 銅、鉄鋼価格の急騰で上昇へ 銅、鉄鋼価格の急騰で上昇へ 投資への含意 当社が銅に注目するのは、銅があらゆる再生可能技術に関わり、電気自動車（EV）にとっても重要であり、特にこの技術が広く普及した場合にその重要性が増すという単純な事実によります（チャート12）。 当社は短期・中期・長期の投資期間にわたり銅供給の課題が続くと予想しています。短期対応として、当社は2020年9月10日に2021年12月物銅をロングすることを推奨しており、このポジションは現在39.2%の含み益です。中長期をカバーするために、当社はS&P グローバル GSCI コモディティ・インデックスおよびiShares GSCI コモディティ ダイナミック ロール ストラテジー ETF（COMT）をそれぞれ2017年12月7日と2021年3月12日に推奨しており、これらは現時点でそれぞれ-2.3%および-0.8%となっています。 チャート12 電気自動車の普及が新たな銅需要を生む 鉄鋼価格の急騰で銅が上昇へ 鉄鋼価格の急騰で銅が上昇へ 本日の取引終了時に、上記の銅の需給ストーリーに基づく中期的な機会を捉えるために、2022年物CME/COMEX銅先物をロングし、2023年物CME/COMEX銅先物をショートするポジションを構築します。市場のさらなる引き締まりにより在庫が取り崩され、銅先物カーブのバックワーデーションがより急峻になると予想しています。 短期・中期・長期の当社ポジションに対する主なリスクは、世界的にCOVID-19パンデミックを抑制できないことであり、これは短期的なリスクだと考えています。第二のリスクは、中国国家備蓄局（別名：国家鉱物備蓄局）が保有する戦略的な銅コンセントレート備蓄の大規模放出です。後者のリスクに関して、同局の実際の保有量は不明ですが、約200万MTの範囲にあると考えられています。3 結論： 当社は工業用コモディティ、特に銅に対して強気の立場を維持します。 ロバート・P・ライアン チーフ・コモディティ＆エネルギー・ストラテジスト rryan@bcaresearch.com   コモディティ概要 エネルギー： 強気 米国エネルギー情報局（EIA）によれば、テキサス州は2022年末までに約10GWのユーティリティ規模の太陽光発電を追加する見込みです。テキサスは2020年に本格的に太陽光市場に参入し、2.5GWを導入しました。EIAは今後2年間で年平均約5GWを追加すると見ており、総太陽光容量は約15GW弱になる見込みです。この新規容量の約30%は米国で最も生産性の高い油田があるパーミアン盆地で建設される予定です。比較として、米国の太陽光発電の主要生産州であるカリフォルニアはEIAによれば3.2GWの新規太陽光容量を追加します（チャート13）。2022年末までに、新規太陽光発電の約3分の1がテキサスで追加される見込みで、同州はすでに国内で最大の風力発電地でもあります。風力の発電可能性は夜間に高く、太陽は昼間に最も豊富です。 貴金属： 強気 パラジウム価格は水曜日に約2,876ドル/ozで取引され、2020年2月の過去最高2,875.50ドル/ozを上回り3,000ドル/ozに迫っています。これは世界最大のパラジウム生産者であるロシアの金属メーカー、ノリリスクの生産見通し引き下げが続いているためです（チャート14）。同社は今週、以前の見通しを更新し、鉱山の浸水により銅・ニッケル・パラジウムの鉱山生産が今年最大20%減少する可能性があるとしました。パラジウムはガソリン車の触媒に使われ、世界がCOVID-19由来の需要破壊と自動車の供給を制限している半導体不足から回復するにつれて、自動車販売の回復が見込まれます。加えて、白金族金属（PGM）の生産は南アフリカの電力供給の不安定さにより妨げられており、国内の電力大手が需給調整のために計画停電を実施せざるを得ない状況です。当社は2020年4月23日にパラジウムのロングを推奨して以降、同金属のロングを維持しており、このポジションは35.6%の含み益です。 チャート13 鉄鋼価格の急騰で銅が上昇へ 鉄鋼価格の急騰で銅が上昇へ チャート14 パラジウム価格 パラジウム価格     脚注 1     例として当社が2020年11月26日に発表したレポート「Renewables, China's FYP Underpin Metals Demand」（再生可能エネルギー：中国の五カ年計画が金属需要を支える）をご覧ください。‌ ces.bcaresearch.comで入手可能です。   2     reuters.comに掲載された2021年4月14日付の記事「RPT-COLUMN-Copper smelter terms at rock bottom as mine squeeze hits: Andy Home」を参照してください。この記事は、鉱山と製錬所間の直接取引が10ドル/MT程度まで報告されたことを指摘しており、銅の実需サイドが現状いかに逼迫しているかを示しています。 3    reuters.comに掲載された2021年4月20日付の記事「Column: Supercycle or China cycle? Funds wait for Dr Copper's call」をご覧ください。    投資見解とテーマ 推奨 戦略的推奨 戦術的トレード コモディティ価格と取組の参考表 2021年にクローズしたトレード クローズ済みトレードの要約 より高いインフレが到来 より高いインフレが到来

ハイライト 継続中かつ予想される財政・金融刺激策とCOVID-19対策の進展を受けた世界成長の強まりは、主要データ提供者による今年の石油需要前提を押し上げています。 当社は本月の需給バランスで2021年の世界需要見積りを64万b/d引き上げて98.25mm b/dとし、OPEC 2.0が脆弱な回復を乱さないようにブレント価格を$60/bbl付近に保つための必要な調整を行うと想定しています。 当社の2022年および2023年のブレント予測はそれぞれ$65/bbl、$75/bblで維持します。 コモディティ市場は、米国、ロシア、中国およびそれらの関係国・同盟国を巻き込む武力衝突の高まる確率を無視しています。ロシアはウクライナ国境に軍を集結させ、米国に干渉するなと警告しました。中国はフィリピン沖に戦艦を集結させ、台湾の防空識別圏への侵入を続けており、米軍を緊張させています。意図的あるいは偶発的な交戦が発生すれば石油価格は急騰します。 価格は上下双方にリスクがあふれています。武力衝突のリスクに加え、ワクチン配布の加速は回復を前倒しし、当社予測を超える価格上昇をもたらす可能性があります。一方で、ブラジル、インド、欧州での死亡者数および入院者数の上昇が示すように、COVID-19によるロックダウン再発の下振れリスクは依然として存在します（今週のチャート）。 特集 石油需要推計—当社の推計も含め—は、主要経済におけるCOVID-19の抑制に向けた測定可能な進展と、特に米国発の潤沢な財政・金融刺激策を受けて回復しています。1 IMFのGDP上方修正を受け、本月の需給バランスで当社は2021年の世界需要見積りを64万b/d引き上げて98.25mm b/dとしました。当社のモデリングでは、脆弱な回復を損なわないようにブレント価格を$60/bbl付近に保つために、サウジアラビア王国（KSA）とロシアが主導する生産者連合であるOPEC 2.0が必要な調整を行うと想定しています。 通常とは異なり、石油需要回復の初期段階は先進国市場（DM）がけん引すると見ています。先進国の代理としてOECDの石油消費を用いています（チャート2）。その後、来年以降は新興市場（EM）経済が再び成長を主導し、2023年にかけて続きます。 今週のチャート COVID-19の死者数・入院者数が世界的回復を脅かす 原油価格の上振れリスクが高まっている 原油価格の上振れリスクが高まっている チャート2 先進国（DM）の需要が今年急増 DMの需要が今年急増 DMの需要が今年急増 OPEC 2.0の余剰生産能力の吸収 当社はサウジアラビア王国（KSA）とロシアが主導する生産者連合であるOPEC 2.0を市場で支配的な生産者としてモデリングし続けています。今年予想する成長はOPEC 2.0の余剰生産能力のかなりの部分を吸収する見込みであり、その大半—約8mm b/dのうち約6mm b/d—がKSAにあります（チャート3）。 主要生産国の余剰生産能力は、米国のシェール生産者がリグと人員を動員して新規生産を集積ラインや主要パイプラインに導入するよりも速く、回復する需要に対応することを可能にします。 当社は米国のシェール生産者を市場価格を受け入れるコホート（価格受容群）としてモデル化しており、市場が許す限り生産すると想定しています。2020年に9.22mm b/dまで落ち込んだ米国生産は、今年9.56mm b/d、2022年に10.65mm b/d、2023年に11.18mm b/dまで回復すると見ています（チャート4）。米国内コンチネンタル産（Lower 48）の生産成長はシェールが主導し、各年とも米国総生産の約80%を占める見込みです。 チャート3 コアOPEC 2.0の余剰生産能力がまず需要増に反応する OPEC 2.0のコア予備生産能力は需要の増加に最初に反応する OPEC 2.0のコア予備生産能力は需要の増加に最初に反応する チャート4 シェールは価格受容群における限界供給源 シェールは価格受容群における限界バレルである シェールは価格受容群における限界バレルである 供給面でのOPEC 2.0の支配的地位は、余剰生産能力が枯渇するまでは非連合生産者に経済的地代を奪われることを許さず、非連合生産者にとっては抑制要因となります。その後、価格受容群は資本を呼び込む能力が限られているため、内部留保から多くの探査・生産（E+P）活動を賄う可能性が高いと考えられます。株主は配当の維持・成長、あるいは株式買戻しによる資本還元を要求し続けるでしょう。これが収益性のある企業に生産成長を限定する要因になります。 当社はOPEC 2.0連合の生産規律が供給を需要のわずか下にとどめ、在庫が減少し続けるようにするだろうと見ています。これはCOVID-19パンデミックで需要が破壊されたにもかかわらず実際に起きたことです（チャート5）。これらのモデリング前提から、当社は供給と需要が2023年にかけて均衡へ向かって動き続けると予想しています（表1）。 チャート5 2021年の需給バランス 2021年の需給バランス 2021年の需給バランス 表1 BCA 世界原油 需給バランス（MMb/d、ベースケース） 原油価格の上方リスクが高まっている 原油価格の上方リスクが高まっている 当社はこの需給均衡化が恒常的な物理的不足を誘発し、在庫は2023年にかけて減少し続けると予想しています（チャート6）。在庫が取り崩されるにつれて、OPEC 2.0の支配的な生産者地位はブレントおよびWTIのフォワードカーブをバックワーデーションに保つことを可能にします（チャート7）。2 当社は2022年および2023年のブレント予測をそれぞれ$65/bbl、$75/bblで維持しています（チャート8）。 チャート6 OPEC 2.0の政策は供給を需要の下に置き続ける... OPEC 2.0政策は供給を需要より下回る水準に保ち続けている… OPEC 2.0政策は供給を需要より下回る水準に保ち続けている… チャート7 OECD在庫は2023年までに減少 OECD Inventories Fall to 2023 OECD Inventories Fall to 2023 チャート8 世界経済回復に伴いブレント予測は上昇 世界経済の回復に伴い、ブレントは上昇が予想される 世界経済の回復に伴い、ブレントは上昇が予想される 価格の両方向リスクが充満 当社見解には上振れおよび下振れのリスクが数多くあります。 上振れの例として、英国と米国のワクチン配布の立ち上げ方が示唆に富みます。 両国とも当初はつまづきました。特に米国は1月時点でも戦略が整っていないように見えました。米国が調達と配布を本格化させると接種率は急上昇し、現在では米国内で「通常の」独立記念日（Fourth of July）を迎える見通しにあるようです。英国は今週再開を開始しました。両国は2021年第3四半期に集団免疫を達成すると予想されています。3 調達と配布を誤ったEUは、英国と米国の教訓から利益を得て2021年第4四半期に集団免疫を達成するとマッキンゼーの調査は示しています。このスケジュールの前倒しは、より強い成長と当社予測を上回る石油価格につながるでしょう。 次の大きな課題は、パンデミックが加速し変異株の発生・拡散に理想的な環境を提供している新興経済地域（特にそのような地域）にワクチンを供給することです。ブラジル、インド、欧州での死亡者数・入院者数の上昇が示すように、大規模なCOVID-19によるロックダウンの再発リスクは依然として残ります。 戦の狼煙（Cry Havoc） 当社が見るもう一つの大きな上振れリスクは、米国、ロシア、中国およびそれらの関係国・同盟国を巻き込む武力衝突です。 現時点でコモディティ市場はこれらのリスクを無視しています。戦争のレベルには達していないにせよ、機動的な交戦―航空機が撃墜されたり南シナ海で艦船が交戦するような事態―の確率は日々高まっています。 これは驚くべきことではなく、当社の同僚であるBCAリサーチの地政学ストラテジー（Geopolitical Strategy）が最近指摘した通りです。4 実際、マット・ガートケン（Matt Gertken）が率いる当該サービスは、バイデン政権が就任直後からロシアと中国によってこの種の試練にさらされるだろうと警告していました。 ロシアはウクライナ国境に軍を集結させ、米国に干渉するなと警告しています。中国はフィリピン沿岸に軍艦を集結させ、台湾の防空識別圏への侵入を続けており、米軍を緊張させています。米露、米中間の政治対話はますます激しくなっており、近い将来に和らぐ兆しは見えません。意図的であれ偶発的であれ交戦が発生すれば戦争の遁走を許し、石油価格は一時的に急騰する可能性があります。 最後に、当社が想定するようにイランが核合意（すなわち共同包括的行動計画：JCPOA）を西側諸国と再締結できれば、イランは「正式な」石油輸出国としての復帰を余儀なくされ、OPEC 2.0はこれを受け入れざるを得なくなります。JCPOAは2018年に当時のトランプ大統領によって破棄されました。 これは困難を伴う可能性があります。当社は2014–16年の石油価格崩壊が、サウジが市場シェア戦争を仕掛けて価格を暴落させ、2010年末から2014年半ばにかけて続いた1バレル当たり$100超の価格をイランに許さないための行動だったと考えています。OPEC 2.0、特にKSAは米国–イラン交渉に公には関与していません。しかし2014年に開始された壊滅的な市場シェア戦争の後、KSAおよびOPEC 2.0はJCPOA後にイランの市場復帰を受け入れたことを想起する価値があります。   ロバート・P・ライアン チーフ コモディティ＆エネルギー・ストラテジスト rryan@bcaresearch.com アシュウィン・シャイアム リサーチアソシエイト コモディティ＆エネルギー戦略 ashwin.shyam@bcaresearch.com   コモディティ概況 エネルギー： 強気 ブレントとWTI価格は、EIAの週間石油在庫報告が2021年4月9週終わりで米国の原油・製品在庫が910万バレル減少したことを示した後に急騰しました。これは商業用原油と蒸留油在庫の大幅な取り崩し（それぞれ590万バレル、210万バレル）が主導しました。これらの取り崩しは過去一週間に主要データ機関（EIA、IEA、OPEC）による世界需要の概ね強気な上方修正を背景としています。これらの評価は、精製製品需要、すなわち「product supplied」が4月9週終わりで日量110万b/d跳ね上がったというEIAデータに裏付けられています。ジョンソン＆ジョンソンの接種問題という挫折があったにもかかわらずワクチン配布が勢いを増しており、在庫の取り崩しと需要改善が上昇の触媒となったようです。米ドルの弱含みや米国の実質金利低下も追い風になりました。 ベースメタル： 強気 今週初めニッケル価格は下落しました。中国の国営新華社通信が中国の李克強首相が上昇するコモディティ価格の中で原材料市場の規制強化の必要性を強調したと報じ、企業の業績に圧力がかかっているとのことでした（チャート9）。この発言は中国のトップ経済顧問である劉鶴が先週コモディティ価格の追跡を当局に求めた後に出たものです。ニッケル価格はこの報を受けて今週初めにトン当たり約$500下落し、ロンドン金属取引所の取引で火曜日終値時点で$16,114.5/MTで取引されていました。他のベースメタルはこのニュースの影響を受けませんでした。 貴金属： 強気 今週初めに発表された3月の米国インフレデータを受けて米ドルと10年物米国債利回りは低下しました。米国の消費者物価は約9年ぶりの大幅上昇を記録しました。インフレヘッジ需要と米ドル・債利回りの低下が金の購入における機会費用を下げたことが金価格を押し上げました（チャート10）。この不確実性と米国の財政刺激策によるインフレ圧力の高まりが金需要を増加させます。スポットのCOMEX金は火曜日終値で$1,746.20/ozで取引されていました。 穀物・ソフトコモディティ： 中立 USDAの報告によると、米国のトウモロコシ期末在庫は13.5億ブッシェルで、市場予想の13.9億ブッシェルや先月の省の1.50億ブッシェル推定を下回っています（agriculture.comの集計）。世界のトウモロコシ在庫は2.839億トンで、市場予想の2.845億トンおよび省の推定2.876億トンを下回りました。 チャート9 ベースメタルは強気に動く ベースメタルは強気になっている ベースメタルは強気になっている チャート10 金価格の上昇 金価格が上昇へ 金価格が上昇へ   脚注 1     当社が2021年4月8日に発表したUS-Russia Pipeline Standoff Could Push LNG Prices Higherをご覧ください。簡単に言えば、IMFは今年および来年の成長率見通しをそれぞれ6%と4.4%に引き上げ、2021年1月の更新時点と比べてほぼ1ポイントの上方修正を行いました。 2     バックワーデーションのフォワードカーブ—先物の期近価格が期先価格を上回る状態—は需給タイトさを示す市場のシグナルです。精製業者が将来よりも今の原油の入手を高く評価していることを意味します。これはちょうど投資家が明日引き渡される1ドル札に対して1ドルを支払うことを好み、1年後に引き渡される同じ1ドル札には今日98セントしか払わないかもしれないのと同じダイナミクスです。 3    マッキンゼー・アンド・カンパニーが2021年3月26日に発表したWhen will the COVID-19 pandemic end?をご参照ください。 4    BCAの地政学ストラテジーが2021年4月2日に発表した先見的な分析The Arsenal Of Democracyをご覧ください。同レポートは、バイデン政権は中国/台湾、ロシア、イラン、さらには北朝鮮に関する初期のストレス・テストに直面していると指摘しています。ゲーム理論は金融市場が台湾海峡での危機の60%の確率を無視できない理由を説明するのに役立ちます。全面戦争の確率は依然低いものの、台湾は世界で最も重要な地政学的リスクであり続けます。   投資見解とテーマ 推奨事項 戦略的推奨 タクティカルトレード コモディティ価格とプレイ参考表 2021年にクローズしたトレード クローズしたトレードの概要 より高いインフレが到来 より高いインフレが到来

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

Highlights The Swiss economy will benefit from the pickup in global growth. The recent weakness in the franc has been a welcome development for the Swiss National Bank, but technicals suggest a coiled spring rally in CHF is likely. However, as a low-beta currency, the Swiss franc will lag the upturn in other pro-cyclical currencies over the longer term. We remain long EUR/CHF as a tactical trade but maintain tight stops at 1.095. Long CHF/NZD and CHF/GBP positions look attractive at current levels. Similar to our short EUR/JPY position, this is an excellent portfolio hedge. Feature Chart I-1The Swiss Economy Is On The Mend The Swiss economy has recovered smartly. As of March, the manufacturing PMI was at 66.3, the highest since 2006. If past manufacturing sentiment is prologue, the Swiss economy is about to experience its biggest rebound in decades (Chart I-1). This will quell any deflationary fears about domestic conditions in Switzerland and begin to re-anchor inflation expectations upwards. This will also be a very welcome development for the SNB. The Swiss franc has been one of the worst performing currencies this year, but that might be about to change. For one, dollar sentiment has been reset with the rise in the DXY index this year. Second, the global economy is transitioning from disinflationary to a gentle tilt towards inflation. This will lift global prices, including import prices into Switzerland. Rising import prices will ease the need for the SNB to maintain emergency monetary settings. Finally, the weakness in the currency has eased financial conditions for Swiss concerns. The Reopening Trade Most economies are entering into a third wave of the Covid-19 pandemic and the Swiss economy is no exception. However, the Swiss authorities have been able to bring the number of new infections down to levels below the euro area in general and Sweden in particular. Vaccinations are progressing smoothly with almost 20% of the population inoculated as of today. This provides a coiled springboard to lift the Swiss economy into robust growth later this year. Switzerland is one of the most open economies in the G10. Exports of goods and services account for over 65% of Swiss GDP, much higher than the euro area (Chart I-2). The constituent of Swiss exports tends to be defensive (medical goods, gold, watches, jewelry) so the franc does not necessarily outperform in a global growth upswing, but definitely does better than the dollar which anchors a more closed economy. Inflation dynamics in Switzerland will be particularly beholden to improvement in the private sector. As we show in Chart I-1, employment should remain robust in the months ahead, which will support wages. Import prices in Switzerland are also about to catapult upwards, which will help lift the consumer price basket (Chart I-3). For a small, open economy like Switzerland, the exchange rate often dictates the trend in domestic inflation, and the weakness in the franc has been a beneficial cushion for good prices. The rise in global tradeable prices is also acting as a catalyst. For the first time in many years, the pendulum might be swinging towards a worry about inflation in SNB corridors. Chart I-2Switzerland Has A Huge Exposure To Trade Chart I-3Swiss Inflation Will Rise Particularly, a rise in Swiss inflation will lessen the need for the SNB to keep rates at the -0.75 level in place for over half a decade. It will also lessen to need for the SNB to fight against franc strength.  Global Developments In A CHF Context There are some additional tailwinds to a strong CHF in today’s context. Volatility has collapsed, with the VIX index well below 20. If one could predict with absolute certainty what will happen with global growth, equity prices, bond yields, or even Covid-19, then low volatility makes sense. However, in the current context of elevated valuations, high uncertainty and a precarious health landscape, it almost makes perfect sense that volatility should rise. The franc tends to do well in an environment where volatility is rising (Chart I-4). Chart I-4The Swiss Franc Tracks The VIX Chart I-5Long-Term Support On CHF/NZD Has Held In fact, from a broad picture perspective, a rotation from US growth outperformance to other parts of the globe that are also stimulating their domestic economies could be met with higher dollar volatility. This has historically been beneficial for the Swiss franc (Chart I-6). Ergo, being long the franc could constitute a “heads, I win; tails I do not lose too much” proposition. Rising global growth and a lower dollar will help the franc, but so will a rise in volatility. Chart I-6CHF/NZD Tracks Dollar Volatility Our Geopolitical Strategy team has also been recommending long Swiss franc positions since February as they believe the Biden administration faces several imminent and serious foreign policy tests, namely over Russia’s military buildup on the Ukraine border, China’s military pressure tactics against Taiwan, and Middle East tensions ahead of any revived US-Iran nuclear deal. They see a 60% chance of some kind of crisis – if not war – over the Taiwan Strait and any of these other issues could also motivate safe haven demand for the rest of this year.  With regard to CHF/GBP, an upside surprise for the Scottish National Party in the May 6 parliamentary election could also hurt the pound since it would herald a second Scots independence referendum in the not-too-distant future. Trading Dynamics As A Safe Haven Chart I-7CHF And The Copper/Gold Ratio Switzerland ticks off all the characteristics of a safe-haven currency. Its large net international investment position of over 100% of GDP generates huge income inflows. Meanwhile, rising productivity over the years has led to a structural surplus in its trading balance and a rising fair value for the currency. Consequently, the franc has tended to have an upward bias over the years, supercharged during periods of risk aversion. This makes the franc a useful constituent of any currency portfolio. More specifically, the franc has tracked the gold-to-copper ratio in recent years. Copper is a good barometer for global economic health while gold is a good proxy for the demand for safety. If the overarching theme is that complacency reigns across markets, a nudge towards safety will benefit flows into the franc (Chart I-7). The current interest-rate regime could also affect the franc-dollar relationship. Global yields have risen. To the extent that we are due for some reprieve, the franc will benefit, given its “low beta” status. Meanwhile, net portfolio flows into Switzerland suffered from the Trump tax cuts that pushed US affiliates in Switzerland to repatriate investments. President Biden’s tax reform will halt and/or reverse this process. SNB Action And Market Implications The past weakness in the franc has been a welcome development for the SNB. In fact, since the start of this year, Swiss central bankers have not had to ramp up asset purchases. Both the dollar and the euro have been relatively strong (Chart I-8). In other words, global dynamics have eased monetary conditions for the Swiss authorities. The latest Article IV report from the IMF also justifies the SNB’s monetary stance. Currency intervention was cited as a viable tool should the SNB do a policy review, especially given the potential inefficacies from QE due to the small bond market in Switzerland. Herein lies the key takeaway for the franc – while it could appreciate in an environment where the dollar resumes its downtrend, it will likely lag other pro cyclical currencies over the longer term. This is because the SNB will be loath to see the franc unanchor inflation expectations. We are long EUR/CHF on this basis, but are keeping tight stops at 1.095. Three key factors suggest this trade could still work well in the coming 12-18 months. Rising interest rates benefit EUR/CHF (Chart I-9). With interest rates in Switzerland well below other countries, the Swiss franc rapidly becomes a funding currency for carry trades. Carry trades, especially towards peripheral bonds in Europe hurt the franc. Chart I-8A Weaker Franc Is Doing The Heavy Lifting For The SNB Chart I-9EUR/CHF Tracks German ##br## Yields The Swiss trade balance has suffered in the face of a global slowdown. It will also lag the European rebound (Chart I-10). In a downturn, commoditized goods prices are the first to drop and recover, while more specialized goods prices eventually gain ground later. Swiss goods are not easily substitutable which is a benefit, but prices are also slower to adjust. Our models suggest the franc is still about 5% overvalued versus the euro. Over the history of the model, this has been a modest premium, but allows the euro to outperform the Swiss franc (Chart I-11). Chart I-10Structural Appreciation In The Swiss Franc Chart I-11EUR/CHF Is Still Cheap Economically, the SNB has to walk a fine line between a predominantly deflationary backdrop in Switzerland and a rising debt-to-GDP ratio that pins it among the highest in the G10 (Chart I-12). Too little stimulus and the economy runs the risk of entering a debt-deflation spiral, as inflation expectations are revised downwards. Too much stimulus and the result will be a build-up of imbalances, leading to an eventual bust. Chart I-12Lots Of Private Debt In Switzerland Today, the SNB is in a sweet spot. Almost every other G10 country is providing the fiscal and monetary stimulus necessary to lift Switzerland from its deflationary paradigm. Investment Conclusions Chart I-13Structural Appreciation In The Franc Still Possible Our long-term fair value models suggest the Swiss franc is currently cheap versus the dollar (Chart I-13). This makes it attractive from a strategic perspective. Usually, the Swiss franc tends to be more of a dormant currency, gently appreciating towards fair value but periodically interspersed with bouts of intense volatility. Interestingly, we may be entering such a riot point. The VIX is low and countries are reintroducing lockdowns, yet overall sentiment remains unequivocally bullish. Finally, Switzerland ticks off all the characteristics of a safe-haven currency. As such, while the dollar has benefited from its reserve status, the franc remains an appropriate hedge in any currency portfolio. In a nutshell, our recommendations are as follows: USD/CHF will stay under parity. EUR/CHF can hit 1.2. NZD/CHF is a sell in the short-term. So is GBP/CHF. The Scandinavian currencies will outperform the franc on a 12-18 month horizon.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 Chart II-2USD Technicals 2 US economic data has been spectacular this week: Starting with the jobs report, the US added 916K jobs in March versus a consensus of 660K jobs. The unemployment rate fell from 6.2% to 6% and wages increased by 4.2% year-on-year. The boost to domestic demand dented the trade balance. The deficit widened from $68.2bn to $71.1bn in February. The FOMC minutes were a non event for markets. The DXY index is giving back some of the gains it accumulated this year, rising over 1% this week. With the US 10-year yield now facing strong resistance near the 1.7% level, the case for a stronger USD is fading. As consensus forecasts coagulate towards a stronger USD, positioning has also been reset towards USD long positions auguring for some volatility in the months ahead. Report Links: Arbitrating Between Dollar Bulls And Bears - March 19, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 Are Rising Bond Yields Bullish For The Dollar? - February 19, 2021 The Euro Chart II-3EUR Technicals 1 Chart II-4EUR Technicals 2 Recent data from the euro area are mending: The Sentix investor index catapulted from 5 to 13.1 in April. The Eurozone remains the unsung hero in this recovery. PPI increased to 1.5% year-on-year in February from 0% last month. The euro rose by 1.2% against the dollar this week. To be clear, there are still stale euro longs among more fundamental holders of the currency. This suggests the flushing out of weak hands has more to go. However, the balance of evidence suggests euro area data could reward long positions later this year.  Report Links: Portfolio And Model Review - February 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Dollar Conundrum And Protection - November 6, 2020 Japanese Yen Chart II-5JPY Technicals 1 Chart II-6JPY Technicals 2 Recent data from Japan has been improving: PMI indices remain under 50, but reflect a possible coiled-spring rebound underway. Consumer confidence rebounded from 33.8 to 36.1 in March. The Eco Watchers survey was also encouraging. Sentiment rebounded from 41.3 to 49 in March. The Japanese yen rose by 1.24% against the US dollar this week, and remains the strongest G10 currency in recent trading days. Falling yields have seen Japanese investors retreat from overseas markets such as the UK, pushing up the yen. Speculative positioning is also net yen bearish, which is constructive from a contrarian standpoint. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Dollar Conundrum And Protection - November 6, 2020 British Pound Chart II-7GBP Technicals 1 Chart II-8GBP Technicals 2 Recent data out of the UK have been positive: Car registrations are picking up smartly, suggesting durable demand might be returning to the UK. Registrations rose 11.5% year-on-year in March versus -35.5% the year before. The UK construction PMI hit a high of 61.7, the highest since 2014. The pound fell by almost 2% versus the euro this week. The violent correction in EURGBP might be a harbinger of the rotation brewing for both UK and US assets versus their global counterparts. Stay tuned. Report Links: Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 Revisiting Our High-Conviction Trades - September 11, 2020 Australian Dollar Chart II-9AUD Technicals 1 Chart II-10AUD Technicals 2 Recent data in Australia was robust: The RBA kept rates unchanged at 0.1%. Both the services and manufacturing PMIs remained at an expansionary 55.5 level. The Aussie rose by 0.4% this week. We like the AUD, and are long AUD/NZD as a trade. However, the outperformance of the US economy is also handsomely rewarding AUD/MXN shorts. Mexico benefits a lot more from a pick-up in the US economy than Australia. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 Portfolio And Model Review - February 5, 2021 Australia: Regime Change For Bond Yields & The Currency? - January 20, 2021 New Zealand Dollar Chart II-11NZD Technicals 1 Chart II-12NZD Technicals 2 Recent data out of New Zealand have been positive: The ANZ commodity price index ticked up by 6.1% in March. ANZ Business confidence deteriorated in March. The activity outlook fell from 16.6 to 16.4 and confidence fell from -4.1 to -8.4. The New Zealand dollar rose by 60bps against the US dollar this week. New Zealand will start taking the back seat in the coming economic rotation as other economies play catch up. The improvement in kiwi terms of trade has been a boon for the currency, and will limit downside on NZD. However, shorting the NZD at the crosses remains an attractive proposition. Report Links: Portfolio And Model Review - February 5, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 Canadian Dollar Chart II-13CAD Technicals 1 Chart II-14CAD Technicals 2 There was scant data out of Canada this week: The Bloomberg Nanos confidence index continues to suggest that Canadian GDP will surprise to the upside. The index rose from 63.7 to 64.1 last week. Demand for Canadian goods remains robust. The trade surplus came in at C$1.04bn in February. The Ivey purchasing managers’ index catapulted to 72.9 from 60 in March. The Canadian dollar was flat against the US dollar this week. While this might come as a surprise, three reasons explain this performance. First, the loonie is one of the best-performing G10 currencies this year and some specter of rotation was in play this week. Second, the correction in oil prices hurt the loonie. Finally, should US economic optimism become more widespread, other currencies could benefit. Report Links: Will The Canadian Recovery Lead Or Lag The Global Cycle? - February 12, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 Swiss Franc Chart II-15CHF Technicals 1 Chart II-16CHF Technicals 2 There was scant data out of Switzerland this week: Sight deposits were relatively flat at CHF700bn last week. The Swiss Franc rose by 2% against the US dollar this week. This week’s piece is dedicated to the possibility that the franc has a coiled-spring rebound in the near term. Safe-haven currencies are now benefitting from the drop in yields, while the franc has underperformed other currencies this year. This is welcome news for the SNB.  We have been long EUR/CHF on this expectation, and recommend investors stick with this trade. Report Links: Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 On The DXY Breakout, Euro, And Swiss Franc - February 21, 2020 Norwegian Krone Chart II-17NOK Technicals 1 Chart II-18NOK Technicals 2 There was scant data out of Norway this week: The March DNB manufacturing PMI came in at 56.1 from 57.5. Industrial production rose by 5.9% year-on-year versus expectations of a 1.5% increase. The NOK rose by 0.75% against the dollar this week. Norway has handled the Covid-19 crisis admirably and it is an added boon that oil prices, a key export and income valve for Norway, are rising smartly. This has prompted the Norges bank to rapidly bring forward rate hike expectations. This leaves little scope for the NOK to fall durably. We are long the Norwegian krone as a high-conviction bet against both the dollar and the euro. Report Links: Portfolio And Model Review - February 5, 2021 Revisiting Our High-Conviction Trades - September 11, 2020 A New Paradigm For Petrocurrencies - April 10, 2020 Swedish Krona Chart II-19SEK Technicals 1 Chart II-20SEK Technicals 2 Swedish data releases were above expectations: The Swedbank manufacturing PMI came in at 63.7 in March versus expectations of 62.5. Industrial orders came in at 8.5% year-on-year versus expectations of 5.3% in February. The Swedish krona rose by 2% this week ranking it as the best performing G10 currency. Sweden needs to do a better job at containing the Covid-19 crisis, which will unlock tremendous value in the krona. As a positive, the global manufacturing cycle continues humming and will buffeting Swedish industrial production. Report Links: Revisiting Our High-Conviction Trades - September 11, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 Where To Next For The US Dollar? - June 7, 2019 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Feature The selloff in Chinese stocks since mid-February reflects a rollover in earnings growth and multiples. Lofty valuations in Chinese equities driven by last year’s massive stimulus means that stock prices are vulnerable to any pullback in policy supports (Chart 1A and 1B). Chart 1AGrowth In Chinese Investable Earnings And Multiple Expansions Has Rolled Over Chart 1BEarnings Outlook Still Looks Promising In The Onshore Market, But May Soon Peak After diverging in the past seven to eight months, Chinese stocks have started to gravitate towards deteriorating monetary conditions index. The market may be beginning to price in a peak in economic as well as corporate profit growth (Chart 2). Defensive stocks in China’s onshore and offshore equity markets have also outperformed cyclicals since February, which confirms that investors expect earnings growth will slow in the coming months (Chart 3). A tighter monetary policy stance, coupled with increased regulations targeting the real estate, banking, and tech sectors have further dampened investors’ appetite for Chinese stocks. Chart 2A-Share Prices Start To Gravitate Towards Tightening Monetary Conditions Chart 3Defensives Have Prevailed Over Cyclicals In Both Onshore And Offshore Markets The official PMIs bounced back smartly in March following three consecutive months of decline. However, the strong PMI readings do not change our view that the speed of China’s economic recovery is near its zenith. PMIs in the first two months of the year are typically lower due to the Lunar New Year (LNY), and the improvement in March’s PMI did not exceed seasonal rebounds experienced in previous years. Weakening fixed-asset investments also indicate that economic activity is moderating. We remain cautious on the 6 to 12-month outlook for Chinese stocks, in both absolute and relative terms. Qingyun Xu, CFA Associate Editor qingyunx@bcaresearch.com Jing Sima China Strategist jings@bcaresearch.com     China’s NBS manufacturing and non-manufacturing PMIs in March beat market expectations with sharp rebounds after moderating in the previous three months. The improvement in the PMIs will likely provide authorities with confidence to stay the course on policy normalization. The methodology calculating PMI indexes reflects the net reported improvement in business activities relative to the previous month and there was a notable decline in PMIs in February, due to the LNY holiday and travel restrictions related to the spread of COVID-19.  Additionally, the average reading of China’s official composite PMI in Q1 this year was 2.2 percentage points lower than in Q4 last year and weaker than the Q1 PMI figures in most of the pre-pandemic years. Moreover, Chinese Caixin manufacturing PMI, which focuses on smaller and private corporates, declined further in March as it continued its downward trend started in December 2020. Chart 4Q1 PMIs Slowed By More Than Seasonal Factors Chart 5Caixin PMI Shows Further Deterioration Among Private-Sector Manufacturers Growth in credit expansions in February was better than expected, supported by a substantial increase in corporates’ demand for medium- and long-term loans. Travel restrictions during this year’s LNY led to a shorter holiday, a faster resumption in manufacturing activity after the break and stronger credit demand in February. China’s Monetary Policy Committee meeting last week reiterated the authorities’ hawkish policy tone and removed dovish language prevalent in last month’s National People’s Congress, such as “maintaining the consistency, stability, and sustainability in monetary policy” and “not making a sudden turn in policymaking.” Given the strong headline economic and credit data in January and February, the authorities will be unlikely to slow normalizing monetary policy. Therefore, the risk of a policy-tightening overshoot remains high. The PBoC has continued to drain net liquidity in the interbank system since early this year, evidenced by falling excess reserves at the central bank. Excess reserves normally lead the credit impulse by about six months, signaling that the latter will continue to decelerate in the months ahead. In turn, the credit impulse normally leads the business cycle by six to nine months, meaning that China’s cyclical economic recovery will likely peak in the first half of 2021. Chart 6Corporates Demand For Longer-Term Bank Loans Resumed Their Upward Trend Early This Year Chart 7Falling Excess Reserves Leads To A Deceleration In Credit And Economic Growth Robust industrial activities and improving profitability helped to boost profit growth in January and February. The bounce in producer prices also drove up returns in industrial output, particularly in upstream industries loaded with commodity producers. Nevertheless, weak final demand is limiting the ability of Chinese producers to pass on higher prices to domestic consumers, highlighted in the divergence between Chinese PPI and CPI. In addition, China’s domestic demand for commodities and industrial metals may reach its cyclical peak in mid-2021, following ongoing credit tightening and reduced economic activity. Commodity inventories have surged to historical highs due to soaring imports (which far exceeded consumption) during 2H20. Inventory destocking pressures will weigh on commodity prices with China’s domestic demand reaching its cyclical peak. Disinflation/deflation pressures may re-emerge in 2H21, which will pose downside risks to China’s industrial profits. Chart 8Industrials Posted A Strong Rebound In The First Two Months of 2021 Chart 9Surging Commodity Prices Helped To Boost Upstream Industry Profits Chart 10Domestic Final Demand Remains Sluggish Chart 11Decelerating Chinese Credit Growth Poses Downside Risks To Global Commodity Prices Chart 12Chinas Raw Material Inventory Restocking Cycle May Be Near A Cyclical Peak Chart 13Real Estate And Infrastructure Investment Losing Steam In 2021 Investments in infrastructure and real estate drove China’s economic recovery in the second half of 2020. However, growth momentum in both sectors has slowed because of retreating government spending in infrastructure and tightening regulations in the property sector. Both home sales and housing prices, especially in tier-one cities, rose significantly in January-February this year, deepening authorities’ concerns over bubble risks in the property market. The share of mortgages, deposits and advanced payments as a source of funds for property developers reached an all-time high in February. Following the LNY, the authorities introduced a slew of new restrictions on the housing market to curb excessive demand. These were in addition to placing limits on bank lending to both property developers and household mortgages. All of these measures will weigh on housing supply and demand, and the impact is already evident in falling land purchases and housing starts. At the same time, property developers are rushing to complete existing projects. The tighter regulations on real estate financing will likely weaken growth in real estate investment and construction activities in the second half of this year. Chart 14Housing Prices In Top-Tier Cities Have Been On A Tear … Chart 15… But Bank Lending To Developers And Mortgage Loans Continue Downward Trend Chart 16Property Developers Are Rushing To Sell And Complete Existing Projects Chart 17Forward-Looking Indicators Suggest A Slowdown In Housing And Construction Activities   Table 1China Macro Data Summary Table 2China Financial Market Performance Summary Footnotes Cyclical Investment Stance Equity Sector Recommendations

Highlights Chart 1How Long Until Full Employment? It’s official. The vaccination roll-out is successfully suppressing the spread of COVID-19 throughout the United States and the associated economic re-opening is leading to a surge in activity. Not only did March’s ISM Manufacturing PMI come in at 64.7, its highest reading since 1983, but the economy also added 916 thousand jobs during the month. Interestingly, the 10-year Treasury yield was relatively stable last week despite the eye-catching economic data. This is likely because the Treasury curve already discounted a significant rebound in economic activity and last week’s data merely confirmed the market’s expectations. At present, the Treasury curve is priced for Fed liftoff in September 2022 and a total of five rate hikes by the end of 2023. By our calculations, the Fed will be ready to lift rates by the end of 2022 if monthly employment growth averages at least 410k between now and then (Chart 1). If payroll growth can somehow stay above 701k per month, then the Fed will hit its “maximum employment” target by the end of this year. While a lot of good news is already priced in the Treasury curve, the greatest near-term risk is that the data continue to beat expectations. Maintain below-benchmark portfolio duration. Feature Table 1Recommended Portfolio Specification Table 2Fixed Income Sector Performance Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 29 basis points in March, bringing year-to-date excess returns up to +98 bps. The combination of above-trend economic growth and accommodative monetary policy supports positive excess returns for spread product versus Treasuries. Though Treasury yields have risen, this does not yet pose a risk for credit spreads. The 5-year/5-year forward TIPS breakeven inflation rate remains below the Fed’s target range of 2.3% to 2.5%. We won’t be concerned about restrictive monetary policy pushing spreads wider until inflation expectations are well-anchored around the Fed’s target. Despite the positive macro back-drop, investment grade corporate valuations are extremely tight. The investment grade corporate index’s 12-month breakeven spread is down to its 2nd percentile (Chart 2). This means that the breakeven spread has only been tighter 2% of the time since 1995. The same measure shows that Baa-rated bonds have also only been more expensive 2% of the time (panel 3). We don’t anticipate material underperformance versus Treasuries, but we see better value outside of the investment grade corporate space.1 Specifically, we advise investors to favor tax-exempt municipal bonds over investment grade corporates with the same credit rating and duration. We also prefer USD-denominated Emerging Market Sovereign bonds over investment grade corporates with the same credit rating and duration. Finally, the supportive macro environment means we are comfortable adding credit risk to a portfolio. With that in mind, we encourage investors to pick up the additional spread offered by high-yield corporates. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* Table 3BCorporate Sector Risk Vs. Reward* High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 83 basis points in March, bringing year-to-date excess returns up to +263 bps. In last week’s report we looked at the default expectations that are currently priced into the junk index and considered whether they are likely to be met.2 If we demand an excess spread of 100 bps and assume a 40% recovery rate on defaulted debt, then the High-Yield index embeds an expected default rate of 3.4% (Chart 3). Using a model of the speculative grade default rate that is based on gross corporate leverage (aka pre-tax profits over debt) and C&I lending standards, we can estimate a likely default rate for the next 12 months using assumptions for profit and debt growth.  The median FOMC forecast of 6.5% real GDP growth in 2021 is consistent with 31% corporate profit growth. We also assume that last year’s debt binge will be followed by relatively weak corporate debt growth in 2021. According to our model, 30% profit growth and 2% debt growth is consistent with a default rate of 3.4% for the next 12 months, exactly matching what is priced into junk spreads. Given that the Fed’s 6.5% real GDP growth forecast looks conservative given the large amount of fiscal stimulus coming down the pike, and the fact that the combination of strong economic growth and accommodative monetary policy could easily cause valuations to overshoot in the near-term, we are inclined to maintain an overweight allocation to High-Yield bonds. MBS: Underweight Chart 4MBS Market Overview Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 17 basis points in March, bringing year-to-date excess returns up to +15 bps. The nominal spread between conventional 30-year MBS and equivalent-duration Treasuries tightened 12 bps in March. This spread remains wide compared to levels seen during the past few years, but it is still tight compared to the recent pace of mortgage refinancings (Chart 4). The MBS option-adjusted spread (OAS) currently sits at 19 bps. This is considerably below the 52 bps offered by Aa-rated corporate bonds, the 38 bps offered by Agency CMBS and the 27 bps offered by Aaa-rated consumer ABS. All in all, the value in MBS is not appealing compared to other similarly risky sectors. The plummeting primary mortgage spread was a key reason for the elevated refi activity seen during the past year. However, the spread has now recovered back to more typical levels (bottom panel). The implication is that further increases in Treasury yields will likely be matched by higher mortgage rates, meaning that mortgage refinancings have probably peaked. The coming drop in refi activity will be positive for MBS returns, but we aren’t yet ready to turn bullish on the sector. First, as mentioned above, value is poor compared to other similarly risky sectors. Second, the gap between the nominal MBS spread and the MBA Refinance Index remains wide (panel 2) and we could still see spreads adjust higher. Government-Related: Neutral Chart 5Government-Related Market Overview The Government-Related index outperformed the duration-equivalent Treasury index by 45 basis points in March, bringing year-to-date excess returns up to +66 bps (Chart 5). Sovereign debt outperformed duration-equivalent Treasuries by 157 bps in March, bringing year-to-date excess returns up to +40 bps. Foreign Agencies outperformed the Treasury benchmark by 8 bps on the month, bringing year-to-date excess returns up to +33 bps. Local Authority bonds outperformed by 81 bps in March, bringing year-to-date excess returns up to +286 bps. Domestic Agency bonds underperformed by 2 bps, dragging year-to-date excess returns down to +14 bps. Supranationals outperformed by 7 bps, bringing year-to-date excess returns up to +13 bps. We recently took a detailed look at valuation for USD-denominated Emerging Market (EM) Sovereigns.3 We found that, on an equivalent-duration basis, EM Sovereigns offer a spread advantage over investment grade US corporates. Attractive countries include: Qatar, UAE, Mexico, Russia and Colombia We prefer US corporates over EM Sovereigns in the high-yield space. Ba-rated high-yield US corporates offer a spread advantage over Ba-rated EM Sovereigns and the lower EM credit tiers are dominated by distressed credits like Turkey and Argentina. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal bonds outperformed the duration-equivalent Treasury index by 187 basis points in March, bringing year-to-date excess returns up to +291 bps (before adjusting for the tax advantage). Municipal bond spreads have tightened dramatically during the past few months and Aaa-rated Munis now look expensive compared to Treasuries, with the exception of the short-end of the curve (Chart 6). That said, if we match the duration and credit rating between the Bloomberg Barclays Municipal bond indexes and the US Credit index, we find that both General Obligation (GO) and Revenue Munis appear attractive compared to US investment grade Credit, with the possible exception of some short-maturity GO bonds. Revenue Munis offer a before-tax yield pick-up relative to US Credit for maturities above 12 years (bottom panel). Revenue bonds in the 8-12 year maturity bucket offer an after-tax yield pick-up versus Credit for investors with an effective tax rate above 13% (panel 3). Revenue bonds in the 6-8 year maturity bucket offer an after-tax yield pick-up versus Credit for investors with an effective tax rate above 24%. GO Munis with 17+ years to maturity offer an after-tax yield pick-up relative to Credit for investors with an effective tax rate above 1%. This breakeven effective tax rate rises to 6% for the 12-17 year maturity bucket, 23% for the 8-12 year maturity bucket (panel 3) and 32% for the 6-8 year maturity bucket. All in all, municipal bond value has deteriorated markedly in recent months and we downgraded our recommended allocation from “maximum overweight” to “overweight” in January. However, investors should still prefer municipal bonds over investment grade corporate bonds with the same credit rating and duration. Treasury Curve: Buy 5-Year Bullet Versus 2/10 Barbell Chart 7Treasury Yield Curve Overview Treasury yields moved up dramatically in March, with the curve steepening out to the 10-year maturity point and flattening thereafter. The 2/10 Treasury slope steepened 28 bps to end the month at 158 bps. The 5/30 slope steepened 7 bps to end the month at 149 bps (Chart 7). As we showed in a recent report, the Treasury curve continues to trade directionally with yields out to the 10-year maturity point.4 Beyond 10 years, the curve has transitioned into a bear flattening/bull steepening regime where higher yields coincide with a flatter curve and vice-versa (bottom panel). For now, we are content to stick with our recommended steepener: long the 5-year bullet and short a duration-matched 2/10 barbell. However, we will eventually be close enough to an expected Fed liftoff date that the 5/10 slope will follow the 10/30 slope and transition into a bear-flattening/bull-steepening regime. When that happens, it will make more sense to either position for a steepener at the front-end of the curve (long 3-year bullet / short 2/5 barbell) or a flattener at the long-end of the curve (long 5/30 barbell / short 10-year bullet). We don’t yet see sufficient evidence of 5/10 bear-flattening to shift out of our current recommended position and into these new ones, and so we stay the course for now. TIPS: Overweight Chart 8TIPS Market Overview TIPS outperformed the duration-equivalent nominal Treasury index by 155 basis points in March, bringing year-to-date excess returns up to +341 bps. The 10-year TIPS breakeven inflation rate rose 22 bps on the month and it currently sits at 2.38%. The 5-year/5-year forward TIPS breakeven inflation rate rose 30 bps in March and it currently sits at 2.15%. Despite last month’s sharp move higher, the 5-year/5-year forward breakeven rate is still below the Fed’s target range of 2.3% to 2.5% (Chart 8). This means that the rising cost of inflation protection is not yet a concern for the Fed, and in fact, the Fed would like to encourage it to rise further still. Our recommended positions in inflation curve flatteners and real curve steepeners continued to perform well last month. The 5/10 TIPS breakeven inflation slope was relatively stable, but the 2/10 CPI swap slope flattened 8 bps (panel 4). The 2/10 real yield curve steepened 31 bps in March to reach 169 bps (bottom panel). An inverted inflation curve has been an unusual occurrence during the past few years, but we think it will be the normal state of affairs going forward. The Fed’s new strategy involves allowing inflation to rise above 2% so that it can attack its inflation target from above rather than from below. This new monetary environment is much more consistent with an inverted inflation curve than an upward sloping one, and we would resist the temptation to put on an inflation curve steepener. ABS: Overweight Chart 9ABS Market Overview Asset-Backed Securities underperformed the duration-equivalent Treasury index by 4 basis points in March, dragging year-to-date excess returns down to +16 bps. Aaa-rated ABS underperformed by 5 bps on the month, dragging year-to-date excess returns down to +8 bps. Non-Aaa ABS underperformed by 2 bps, dragging year-to-date excess returns down to +56 bps. The stimulus from last year’s CARES act led to a significant increase in household savings when individual checks were mailed last April. This excess savings has still not been spent and now another round of checks is poised to push the savings rate higher again (Chart 9). The large stock of household savings means that the collateral quality of consumer ABS is very high, with many households using their windfall to pay down debt (bottom panel). Investors should remain overweight consumer ABS and take advantage of strong collateral performance by moving down in credit quality. The Treasury department’s decision to let the Term Asset-Backed Loan Facility (TALF) expire at the end of 2020 does not alter our recommendation. Spreads are already well below the borrowing cost that was offered by TALF, and these tight spread levels are justified by strong household balance sheets. Non-Agency CMBS: Neutral Chart 10CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 10 basis points in March, dragging year-to-date excess returns down to +77 bps. Aaa Non-Agency CMBS underperformed Treasuries by 23 bps in March, dragging year-to-date excess returns down to +14 bps. Meanwhile, non-Aaa Non-Agency CMBS outperformed by 30 bps, bringing year-to-date excess returns up to +293 bps (Chart 10). We continue to recommend an overweight allocation to Aaa-rated Non-Agency CMBS and an underweight allocation to non-Aaa CMBS. Even with the expiry of TALF, Aaa CMBS spreads are already well below the cost of borrowing through TALF and thus won’t be negatively impacted. Meanwhile, the structurally challenging environment for commercial real estate could lead to problems for lower-rated CMBS (panels 3 & 4). Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 10 basis points in March, bringing year-to-date excess returns up to +49 bps. The average index option-adjusted spread tightened 5 bps on the month and it currently sits at 38 bps (bottom panel). Though Agency CMBS spreads have completely recovered back to their pre-COVID lows, they still look attractive compared to other similarly risky spread products. Stay overweight. Appendix A: Butterfly Strategy Valuations The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: US Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com US Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As Of March 31ST, 2021) Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As Of March 31ST, 2021) Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of 43 bps in the 5 over 2/10 cell means that we would only expect the 5-year to outperform the 2/10 if the 2/10 slope steepens by more than 43 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) Appendix B: Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the US bond market. It is a purely computational exercise and does not impose any macroeconomic view. The Map’s vertical axis shows 12-month expected excess returns. These are proxied by each sector’s option-adjusted spread. Sectors plotting further toward the top of the Map have higher expected returns and vice-versa. Our novel risk measure called the “Risk Of Losing 100 bps” is shown on the Map’s horizontal axis. To calculate it, we first compute the spread widening required on a 12-month horizon for each sector to lose 100 bps or more relative to a duration-matched position in Treasury securities. Then, we divide that amount of spread widening by each sector’s historical spread volatility. The end result is the number of standard deviations of 12-month spread widening required for each sector to lose 100 bps or more versus a position in Treasuries. Lower risk sectors plot further to the right of the Map, and higher risk sectors plot further to the left. Chart 11Excess Return Bond Map (As Of March 31st, 2021) Footnotes 1 For a look at alternatives to investment grade corporates please see US Bond Strategy Weekly Report, “Searching For Value In Spread Product”, dated January 26, 2021, available at usbs.bcaresearch.com 2 Please see US Bond Strategy Weekly Report, “That Uneasy Feeling”, dated March 30, 2021, available at usbs.bcaresearch.com 3 Please see US Bond Strategy Weekly Report, “Searching For Value In Spread Product”, dated January 26, 2021, available at usbs.bcaresearch.com 4 Please see US Bond Strategy Weekly Report, “The Fed Looks Backward While Markets Look Forward”, dated March 23, 2021, available at usbs.bcaresearch.com   Ryan Swift US Bond Strategist rswift@bcaresearch.com Fixed Income Sector Performance