Base Metals & Iron Ore

Feature The Brazilian economy is finally improving following a devastating depression of about 3 years, where real GDP dropped by a whopping 7.4%. Does the current economic revival warrant a bullish stance on its financial markets? If the global risk-on trade persists among EM risk assets and commodities and there are no domestic political blunders in Brazil, the country's financial markets will continue to rally as economic growth improves. If the EM and commodities rallies wane and an EM risk-off cycle develops, Brazilian risk assets will sell off, regardless of domestic economic recovery. Provided economies around the world have become interconnected, it is often difficult to separate global economic and financial market impact from domestic economic dynamics. Yet, it is possible to do so in Brazil in the latest cycle. Chart I-1 demonstrates that the Brazilian real bottomed with iron ore prices on December 21, 2015 - not with the bottom in the Brazilian economy in early Q1 2017 (Chart I-1, bottom panel). In turn, the currency's rally amid the collapse in domestic demand has led to a material drop in inflation and allowed the central bank to cut interest rates aggressively. The exchange rate is the main variable driving financial markets in many developing countries, including Brazil. In these countries, it is the exchange rate that causes swings in interest rate expectations, not the other way around. Furthermore, other important variables that led to the bottom in iron ore prices and the BRL were the Chinese manufacturing PMI and money growth, both of which bottomed in the second half of 2015 (Chart I-2). Chart 1BRL Correlates With Commodities ##br##Not Domestic Demand Chart 2Chinese Data Led##br## The Bottom In BRL In short, economic recovery arrived much later in Brazil, and so far it has been exceptionally tame and tentative (Chart I-3). Brazil's domestic demand performance has in no way justified the rally in its financial markets since January 2016. If anything, it is the opposite: the domestic economic recovery emerged too late, and has been extremely subdued compared with the sizable gains in share prices. For example, banks' EPS bottomed only in May 2017, while their share prices troughed in January 2016 (Chart I-4). Similarly, Brazil's fiscal outlook and debt profile has continued to deteriorate, even though the country's sovereign spreads have tightened substantially (Chart I-5). Chart 3Brazil: Economic Recovery Is Exceptionally Tame Chart 4Brazil: Bank Share Prices And EPS Chart 5Brazil's Fiscal And Debt Profiles Have Deteriorated Hence, one can safely argue that economic growth and domestic fundamentals were not the basis behind why Brazilian financial markets found a bottom and rallied starting January 2016. Rather, the critical driving force has been commodities prices, China, the U.S. dollar and global risk appetite. This is consistent with the defining features of bull and bear markets: In a bull market, liquidity lifts all boats, and all flaws are overlooked or discharged while minor positives are magnified by the market. In a bear market, even marginal negatives are overblown, and the market punishes severely for minor missteps. In short, global risk assets have been in a genuine bull market since early 2016, and that has overridden Brazil's poor domestic fundamentals. Going forward, we recommend avoiding Brazilian risk assets - not because we do not expect an economic recovery in Brazil to progress, but because our view on China's impact on commodities and the potential U.S. dollar rebound will curb overall risk appetite toward EM. We discussed this EM/China/commodities outlook at length in last week's report.1 Timing a shift in financial market regimes is always a difficult task, but our sense is that a top in EM risk assets will likely occur between now and the end of October, as China's Communist party Congress reiterates its focus on containing financial risk and leverage, as well as the authorities' marginal tolerance for slightly slower growth. Furthermore, our broad money (M3) impulse for China suggests an imminent relapse in Goldman Sach's current economic activity indicator for the mainland economy (Chart I-6). Our assumption is that commodities prices will drop due to potential weakness in China, and that the U.S. dollar and U.S. bond yields are oversold and will recover, respectively. Altogether, these views warrant a cautious stance on EM currencies. The real has historically been correlated with commodities prices, and this positive correlation will likely continue. As and when the Brazilian currency resumes its depreciation, the risk-on trade in Brazilian equities and credit markets will end. As for Brazilian financial markets, a few relationships are worth highlighting: Since early this year, iron ore prices have been inversely correlated with Chinese money market rates (Chart I-7). A possible explanation is that iron ore and other commodities prices trading on Chinese exchanges have been driven by meaningful speculative buying that negatively correlates with borrowing costs on the mainland. Chart 6China's Growth Is Set To Slow Chart 7Iron Ore Prices Are Vulnerable Given the latest relapse in Brazil's nominal GDP growth, the pace of amelioration in private banks' NPL and NPL provisions could stall (Chart I-8). In turn, Brazilian banks' share prices seem to move inversely with the rate of change in private banks' NPL and NPL provisions (Chart I-9A & Chart I-9B). If these relationships hold, we might be close to a peak in Brazilian bank share prices. Chart 8Brazil: Is The Improvement In NPL Cycle Over? Chart 9ABrazil: NPL Cycles and Bank Stocks Chart 9BBrazil: Provisions Cycles And Bank Stocks Finally, the pace of economic recovery will likely disappoint because the Brazilian economy is facing numerous headwinds: High borrowing costs - the real prime lending rate is 12.5% and the policy rate in the real terms is 6.8%, while public banks' lending rates are set to rise due to the TJLP reform that will remove the government budget's subsidy for borrowers. With 50% of outstanding credit being earmarked credit (previously subsidized by the government and provided by public banks), the impact on economic activity will be non-trivial; Lower government spending, as 2018 government expenditure growth cannot exceed the 2017 June headline inflation rate of 3%. Besides, the fiscal balance is so disastrous that risks to taxes are to the upside, not downside. Furthermore, the recently augmented 2017 year-end fiscal primary deficit target of BRL 159 billion is smaller than the deficit of BRL 182 billion for the past 12 months. This entails government spending cuts are likely this year, which will weigh on growth. The Brazilian exchange rate is not cheap. The nation needs a cheaper currency to reflate its economy. Lingering political uncertainty amid the corruption scandals and upcoming presidential elections in fall 2018 will continue to weigh on capital spending and employment, which have not yet recovered. Bottom Line: Our overarching negative view on EM, China and commodities heralds staying cautious on Brazil's financial markets despite the early signs of domestic economic recovery. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Andrija Vesic, Research Assistant andrijav@bcaresearch.com 1 Please refer to the Emerging Markets Strategy Weekly Report, titled "Copper Versus Money/Credit In China - Which One Is Right?", dated September 6,. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights Chinese monetary conditions have tightened on the margin, but have remained fairly stimulative compared with previous years, likely the key reason why overall growth has remained reasonably robust. Listed Chinese firms reported strong and broad based H1 earnings growth. The profit recovery is of fundamental importance to the Chinese economy, and the positive feedback between profits and business activity has further to run. Collectively the markets are likely flashing further upside in China’s growth cycle. At a minimum, there is no sign of an imminent downturn. The macro backdrop of economic and market fundamentals are conducive for higher equity prices in general, and Chinese equities in particular. Feature Recent manufacturing PMIs from a number of major countries confirm that the global economy is on a synchronized upturn. As an increasingly important driving force of the world economy, how China's growth outlook pans out matters materially. On this front, the most recent news has been encouraging. Chinese manufacturing PMIs, both official and private, accelerated in August and remained above the expansion/contraction threshold. Meanwhile, earnings of Chinese-listed companies in the first half of the year increased strongly from a year earlier across all major sectors, with both stronger sales and higher margins, confirming that the Chinese profit cycle upturn is firmly in place. This should further support business activity, especially among private enterprises. In addition, some market signals from global assets that are traditionally sensitive to Chinese growth trends have been fairly strong of late, likely signaling further upside in the Chinese business cycle. All of this is conducive for higher prices for Chinese equities, and paints a bullish backdrop for global risk assets. A Closer Look At The PMI The stronger-than-expected August Chinese PMI numbers set a firmer tone for the economic data to be released in the coming weeks. They also herald that economic growth in the third quarter will likely remain comfortably above the government's target, setting an ideal political environment for the country's top leadership going into the 19th Communist Party Congress in October. The policy setting will likely be maintained at status quo, and downside risks remain low. It is important to note that the recent rise in PMI has occurred in tandem with a continued decline in Chinese broad money growth, suggesting the improvement in Chinese industrial activity has little to do with money and credit stimuli (Chart 1). Some analysts have been preoccupied with inventing some obscure measures of "credit impulse" to guestimate China's near-term growth outlook, which in our view is misguided.1 Instead, China's growth improvement since last year has to a larger extent been due to marked easing in monetary conditions - a combination of lower real rates and a cheaper trade-weighted RMB. In this vein, Chinese monetary conditions have begun to tighten on margin, but have remained fairly stimulative compared with previous years. This is likely the key reason why overall growth has remained reasonably robust, despite falling monetary aggregates. It is particularly noteworthy that the trends of new orders and finished products inventory have diverged of late. New orders have stayed at close to multi-year highs, while inventory PMI has remained well below 50 since 2012, and has relapsed anew in recent months, leading to a significant rise in the new orders-to-inventory ratio (Chart 2). In other words, manufacturers remain decisively in a destocking mood, despite the improvement in new orders. Looking forward, this should supercharge production should new orders remain strong, and create a buffer for manufacturing activity should orders roll over. Chart 1Chinese PMI: Monetary Conditions ##br##Matter More Than Money Supply Chart 2Manufacturers Remain Decisively ##br##In Destocking Mood Another important development is that there appears to be some regained pricing power among service providers, which historically has been a leading indicator for manufacturers' producer prices (PPI), as shown in Chart 3. It appears that PPI may continue to downshift toward year end and regain some strength early next year. PPI has been a key signpost for China's reflation trend, and matters materially for manufacturers' profit margins and the real cost of funding. Any sign of PPI improvement will likely be viewed as a positive development from a market perspective. The market relevance of the PMI survey is that it often leads net earnings revisions of listed Chinese companies by bottom-up analysts (Chart 4). If history is any guide, net earnings revisions will likely improve further, notwithstanding earnings of listed companies have already recovered strongly in the first half of the year. Chart 3Early Signs Of PPI Bottoming? Chart 4PMI Leads Net Earnings Revisions Earnings Reality Check Chart 5A Sharp Profit Upturn By now, all listed firms in Chinese domestic stock exchanges have released financial statements for the first half of the year. Our calculations show that total earnings increased by 18% year-over-year for all listed firms, or 36% if banks and petroleum firms are excluded - both sharply higher compared with a year earlier. This is largely in line with the profit upturn reported by the national statistics agency2 (Chart 5, top panel). A few observations can be made: First, the sharp increase in earnings is due to a combination of rising sales and improving margins, underscoring a marked ease in deflationary pressures and a significant pickup in business activity in nominal terms. (Chart 5, bottom two panels). It is noteworthy that revenue growth stagnated for several consecutive years before the strong recovery since mid-last year. Similarly, profit margins dropped to close to record low levels between 2012 and mid-2016, and have since largely recovered. Profit margins, however, do not yet look overly excessive from a historical perspective. Second, the improvement in earnings is broad-based, as shown in Table 1. Materials producers and energy concerns have experienced a massive profit boom, particularly steelmakers. With the only notable exception being utilities, largely thermal power plants, whose profit margins have been squeezed by rising coal costs, most other sectors have also booked healthy profit gains. This means the profit upturn has been driven by improvement in the broader economy rather than specific government policies that benefit select industries. Finally, the banking sector has also experienced a pickup in earnings growth, especially among large state-controlled banks. More importantly, asset quality of bank loans has also improved, albeit marginally. Our calculation shows that non-performing loans (NPL) and "special-mention-loans," which banks place closer scrutiny on as borrowers face higher risks of default, have both begun to decline (Chart 6). This should not be surprising, given the corporate sector's rising profits. Leaders in the current profit recovery are mining companies, materials producers and some industrial firms, all of which have been regarded as major trouble spots in banks' loan books.3 It may be premature to declare the peak of China's NPL problem, but the profit improvement has certainly helped banks mend their balance sheets. Table 1Earnings Scorecard Chart 6Marginal Improvement##br## In Banks' Asset Quality In short, we maintain the view that profit recovery is of fundamental importance to the Chinese economy, a key pillar in our positive stance on China's cyclical outlook.4 Rising profits restore entrepreneurial confidence, boost private-sector capital spending, ease balance sheet stress of asset-heavy enterprises and de-escalate banking sector risk. It is certainly unrealistic to expect profit growth to perpetually accelerate, but there are no signs of a sudden contraction in profits anytime soon. We expect the positive feedback loop between profits and business activity has further to run. Reading Market Tea Leaves Stronger Chinese growth is also reflected in asset prices well beyond its borders. Some asset classes that are traditionally highly sensitive to Chinese growth cycles have been showing remarkable strength of late. Metals prices have been firm across the board. The London Metal Exchange Index has historically been a reliable leading indicator of China's business cycle (Chart 7). Stock prices of metals producers in major producing countries have significantly outperformed their respective benchmarks, likely pointing to an imminent upturn in China's leading economic indicator (Chart 8) The Baltic Dry Index, the benchmark for bulk shipping rates that is largely driven by Chinese materials demand, has stayed elevated, probably a sign that China's bulk commodities intake has remained fairly robust (Chart 9) Turning to the Chinese equity market, real estate developers have been among the star performers in the Chinese equity universe so far this year - historically, the relative performance of Chinese developers has been an excellent leading indicator for home sales, which in turn drives real estate investment (Chart 10). Chart 7Metals Point To Further Upside##br## In Chinese Business Cycle... Chart 8...So Do Metal Producers Chart 9Baltic And Chinese Commodity Imports Chart 10Developers' Relative Performance ##br##Leads Home Sales Collectively the markets are likely flashing further upside in China's growth cycle. At a minimum, there is no sign of an imminent downturn. Currently, global equity markets, including those in the Greater China region, are clouded by the escalating geopolitical risk over the Korean Peninsula, where the near term outlook remains volatile and unpredictable.5 Barring an extreme scenario, the macro backdrop of economic and market fundamentals are conducive for higher equity prices in general, and Chinese equities in particular. Yan Wang, Senior Vice President China Investment Strategy yanw@bcaresearch.com 1 Please see China Investment Strategy Weekly Report "A Chinese Slowdown: How Much Downside?" dated June 8, 2017, and Special Report, "Focusing On Chinese Money Supply", dated July 27, 2017, available at cis.bcaresearch.com. 2 Please see China Investment Strategy Weekly Report, "A Closer Look At Chinese Equity Valuations", dated August 31, 2017, available at cis.bcaresearch.com. 3 Please see China Investment Strategy Special Report, "Stress-Testing Chinese Banks", dated July 27, 2016, available at cis.bcaresearch.com. 4 Please see China Investment Weekly Report, "China: The 2017 Outlook, And The Trump Wildcard", dated January 12, 2017, and "China Outlook: A Mid-Year Revisit", dated July 13, 2017, available at cis.bcaresearch.com. 5 Please see China Investment Strategy Weekly Report, "China's Geopolitical Pressure Points: Knowns, Unknowns And A Hedge", dated August 17, 2017, available at cis.bcaresearch.com. Cyclical Investment Stance Equity Sector Recommendations

Highlights Beijing's continued focus on reducing excess industrial capacity in the lead-up to the 19th National Congress of the Communist Party will keep iron ore and steel markets buoyant for the balance of the year. The trajectory of prices further out the curve will, however, depend greatly on how quickly China's reflationary policies wane next year. Energy: Overweight. U.S. gasoline inventories could fall by 7-10mm barrels in the first week following the storm (data to be reported today by the EIA), and another 5-10mm barrels (or more) over the next month, depending on how long it takes to restart all of the refineries knocked offline by Hurricane Harvey, according to estimates in BCA Research's Energy Sector Strategy. Current gasoline inventories sit about 20 million barrels above the 2011-2015 average, which, based on our calculations, could be completely evaporated within a month, materially changing the U.S. gasoline market and related crack spreads.1 Base Metals: Neutral. Following our analysis last month, we are recommending a tactical short Dec/17 COMEX copper position at tonight's close, expecting the market to correct in line with the fundamentals we highlighted.2 Precious Metals: Neutral. We remain long gold as a strategic portfolio hedge. The metal will be supported by low real interest rates and safe-haven demand. The position was recommended May 4, 2017, and is up 8.7%. Ags/Softs: Underweight. Another bumper crop is being priced into corn this year. Expectations for higher corn yields this year - ranging from 166.9 bushels/acre (bpa) to 169.2 bpa vs. 169.5 bpa expected by the USDA - will keep prices under pressure. We remain bearish.3 Feature In reaction to Chinese economic and environmental policies, iron ore and steel each rallied by ~78% in 2016. While steel continued its ascent in 2017 - gaining a further ~20% in the year-to-date (ytd), iron ore broke away from this trend and plummeted by more than 40% between mid-February and mid-June (Chart of the Week). Chart of the WeekSteel And Iron Ore Diverged Earlier This Year Although iron ore has since reversed its path and regained most of the loss, the divergence between steel and the ore from which it is produced comes down to a difference in fundamentals. Increased supplies of iron ore at a time of healthy inventories were bearish in H1. On the other hand, closures of both steel capacity as well as coal capacity kept the steel market tight. While China's supply-side policies have been the force behind the strength in both to date, Chinese demand - which accounts for ~50% of global iron ore and steel consumption, and steel production - will take center stage next year. The speed at which China's reflationary policies wane will determine the long-term trajectory of steel and iron ore markets. Granted while there are some early signs of a potential slowdown in China's economy, we do not expect this to hit metals generally in the near term. As Beijing continues its focus on reducing excess capacity in the steel sector, and as policymakers prepare for the 19th National Congress later this year, we expect steel and iron ore to remain buoyant in H2. China's Steel Production Paradox Eliminating Excess Steel Capacity At The Forefront Of Reform Agenda... The National Development and Reform Commission (NDRC) - China's top economic planning authority - has made clear that reducing overcapacity is at the forefront of its reform priorities. More concretely, Beijing aims to cut steel capacity by up to 100-150mm MT over the five-year period between 2016 and 2020. It has already made progress towards that end - shuttering a reported 65mm MT last year - and is on track to meet its targeted 50mm MT of steel capacity cuts by the end of 2017. Additionally, in January the central government announced its intention to eliminate all steel capacity from intermediate frequency furnaces (IFF) by the end of June 2017. So it is no surprise that steel has been performing so well. However, this narrative is inconsistent with Chinese data. ...Yet Chinese Production Is At All-Time Highs Steel production from China this year has been soaring, growing by more than 5% year-on-year (yoy) in the first seven months of 2017. In fact, latest production data from July came in at 74mm MT, marking a more than 10% yoy increase, and an all-time record high for monthly production (Chart 2). And since ~50% of global steel is produced in China, this has translated into strong global steel production figures in 2017. Production grew by 4.75% yoy in the first seven months of 2017, the most since 2011 and almost five times as much as the five-year average yoy increase for that period. In fact, the China Iron and Steel Association recently announced that the strength in steel prices does not reflect underlying fundamentals and is instead due to speculation and a misunderstanding of the market impact of China's policies. In an effort to deter speculation, China's commodity exchanges implemented several restrictions in August, including increasing margins on futures contracts and limiting positions (Chart 3).4 Chart 2Record Steel Production##BR##Amid Chinese Capacity Cuts Chart 3Pure Speculation Or Not?##BR##Beijing Cracking Down On Market Speculation It Comes Down To The Nature Of IFFs This paradox of record high production at a time of capacity closures comes down to the nature of IFF capacity that was shutdown. While for the most part, old, outdated and unproductive facilities were targeted for closure last year, the shift in focus towards IFFs had a different effect on the market in 2017. IFFs use scrap steel, rather than iron ore, as a raw material, which is melted through an induction furnace to produce low-quality steel. Because this steel fails to meet government specifications for high-quality steel, it is considered "illegal" and, although it is used to satisfy steel demand, it is not included in official production data. Thus, efforts to shut-down these producers are not evident in China's production figures. However, IFF steelmaking capacity is estimated to be 80-120mm MT a year, and accounts for ~10% of steel production capacity in China. In terms of output, this substandard steel accounts for almost 4% of Chinese production. Thus, traditional steelmaking facilities have been required to fill the supply void caused by IFF closures, raising the official production figures. Steel Exports Take A U-Turn As "Illegal" Capacity Is Shuttered Moreover, Chinese exports have reversed their trend and are on the decline. Steel exports registered a ~30% yoy fall in the first seven months of this year (Chart 4). This is further evidence that the capacity closures have had a real impact on actual steel production, and that domestic consumers have turned to steel that is typically exported, in order to fulfill their demand for the metal. Furthermore, as authorities crack down on IFFs, demand for scrap steel - the main raw material in IFFs - has declined. Amid waning demand, scrap steel prices fell by 9% in H1 before regaining almost 6% in July. This follows a ~70% rally last year (Chart 5). Chart 4Exports Are Down As##BR##Capacity Is Shutdown Chart 5Scrap Steel Rally Takes A Break##BR##As Demand From IFFs Eliminated Coking Coal Cost Push As part of its environmental protection plans, China's policymakers announced plans to replace 800mm MT of outdated coal mining capacity with 500mm MT of "advanced" capacity by 2020. Last year, coal-mining capacity closures exceeded the 250mm MT target, reversing the slump in coal prices and leading an almost 225% rally in coke futures. Coking coal, or metallurgical coal, is a key ingredient in the steelmaking process. Although coke dipped since its December high, it has rallied by 34% in the past two months. Thus, Chinese steel mills are now producing in an environment of higher input costs, which will translate to higher prices for the finished good. China's Capacity Closures Likely Peaked Given that China has set June 30, 2017 as the target for eliminating induction furnace-based steelmaking, we do not expect IFF shutdowns to continue impacting the steel market. Additionally, while excess steel capacity is conventionally estimated to be 325-350mm MT in China, the Peterson Institute for International Economics (PIIE) argues that this estimate does not account for the need for a certain amount of excess capacity. Instead, they cite 130mm MT as a more reasonable figure of Chinese excess steel capacity. According to PIIE estimates, this means that by the end of the year, China will have eliminated almost all of its excess capacity, and will be very close to the quantity of capacity closures it aims to achieve by 2020. Consequently, we do not expect shutdowns to continue driving up steel prices. However, plans to halve blast-furnace production at Northern China mills to reduce pollution during the winter will weigh on near term Chinese production and the steel market. Bottom Line: Chinese authorities are closing in on their targeted capacity shutdowns. We do not expect this reduction in capacity to continue impacting steel markets in the long term. Near-term supply dynamics will be driven by efforts to reduce winter pollution. IFF Closures Spur Demand For Iron Ore Chart 6Mid-Year China Inventories At Record High With the elimination of IFFs, which take in scrap steel as the main input, we expect greater demand for iron ore from traditional steel mills as they work toward filling the supply gap left by the loss of the so-called illegal steel. While steel prices have been on a consistent uptrend since 2016, iron ore - which usually moves in tandem with steel - diverged from its main demand market earlier this year, before resuming its rally in Q2. The deviation earlier this year was due to increased supplies from Australia and Brazil amid record levels of Chinese inventories (Chart 6). This has reversed, and iron ore has resumed its climb. Stronger demand for iron ore is consistent with import data, which shows that China has been hungry for Australian and Brazilian iron ore. However, since the average iron ore production cost in China - estimated at more than 60 USD/MT, or roughly three (3) times the cost of iron-ore production in Brazil and Australia - is greater than in other regions, many Chinese mines go offline during periods of low prices. By the same token, elevated prices tempt high-cost Chinese producers back online, increasing global supply. Bottom Line: Since the closure of induction furnaces has shored up demand for iron ore, pulling prices up with it, we do not anticipate further drops in prices. However, if prices remain elevated, increased production from China amid well stocked global markets will keep a tight lid on iron ore prices. Chinese Appetite Will Determine Long-Run Market Performance While steel and iron ore are currently well supported, their near term strength is in large part due to China's reflation policies which have revived demand. Given that it is a sensitive political year, we do not foresee downturns in the Chinese economy this year. Authorities will want to go into the 19th National Congress of the Communist Party in mid-October with solid economic data as a backdrop. However, waning Chinese growth would be a long-run negative for the markets (Chart 7). Specifically, official government data indicate: 1. There are early warning signs that the property market in China may be losing momentum. New floor space started, and new floor space completed contracted in July, while growth in floor space under construction and floor space sold have been easing. Furthermore, while total real estate investment has been growing at an average monthly rate of almost 9% yoy since the beginning of the year, July figures show a marked slowdown, at less than 5% yoy growth. We would not be surprised to see the property market winding down as China begins to tighten its real estate policies. 2. Chinese automobile production has slowed significantly from all-time highs recorded at the end of last year. The monthly average 4% yoy growth in the five months to July is a significant deceleration from the 10% yoy average witnessed during the same period last year. 3. However, infrastructure investment has been strong, recording its all-time high in June, and a 20% yoy increase in July. With the National Congress scheduled in October, we do not expect a slowdown in infrastructure spending this year. In addition, August manufacturing PMI data in China came in above expectations, and registered a slight increase from the previous month (Chart 8). The index has remained relatively stable since the beginning of the year, after gaining strength last year. Chart 7Despite Signs Of Fizzling,##BR##Slowdown Not Expected In 2017 Chart 8Accomodative Policies Will##BR##Keep Near Term Demand Solid Bottom Line: Although we expect China's appetite for steel will begin to wane as the economy unravels from its reflationary policies, steel demand will remain strong in 2017. Chinese authorities will want to ensure solid growth in the run-up to the National Congress scheduled for mid-October. Thus, the near-term focus will remain on supply, and the impact of its reforms on ferrous metals. Post-Harvey Rebuilding Will Spur Steel Demand Hurricane Harvey is expected to impact steel markets in three main ways: 30-35% of all U.S. steel imports come through Port Houston. However, the port resumed operations as of September 1 and there is no longer a threat posed on steel imports. The disruption in freight service resulting from Harvey is expected to temporarily push up trucking rates in the next few weeks. This will give U.S. steel firms, which have long been suffering from cheaper Chinese imports, an advantage and opportunity to fill the demand void which will be bullish for U.S. steel. Harvey will have a longer-run positive impact on steel markets through the demand that will be generated from the infrastructure rebuilding process. Still, increased demand for steel will be partially mitigated by a rise in scrap steel supply, in the aftermath of destruction. While it is still too early to measure the extent of damage and the impact of the rebuilding process on steel markets, estimates from the storm's damage run as high as USD 120 billion. Texas's governor estimated the damage to be much greater - between USD 150-180 billion. This compares to USD 110 billion from Hurricane Katrina, the most devastating storm to hit the U.S. prior to Harvey. Bottom Line: While it is still too early to determine the full extent of destruction, the infrastructure rebuilding phase will spur demand for steel. Roukaya Ibrahim, Associate Editor Commodity & Energy Strategy RoukayaI@bcaresearch.com 1 Please see BCA Research's Energy Sector Strategy Weekly Report "Upgrading Refining Sector As Harvey Clears Out Inventories," published September 6, 2017 It is available at nrg.bcaresearch.com. 2 Please see BCA Research's Commodity & Energy Strategy Weekly Report "Copper's Getting Out Ahead Of Fundamentals, Correction Likely," published August 24, 2017. It is available at ces.bcaresearch.com. 3 Please see "GRAINS - Corn lower as U.S. yield forecasts rise; soy, wheat climb," published by reuters.com on September 1, 2017. 4 Please see "Shanghai exchange urges steel investors to act rationally, hikes fees" published by reuters.com on August 11, 2017. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2017 Summary of Trades Closed in 2016

Highlights Industrial metals prices are signaling that China's business conditions are presently robust, but they lag the credit and money measures. The most reliable leading (forward looking) indicators of Chinese business cycle have been money and credit. Presently, all money and credit indicators forecast an imminent slowdown in the industrial sectors and a relapse in base metals prices. A new trade: short copper / long Chilean peso. Inflation in Hungary will surge. Continue betting on yield curve steepening in Hungary and stay short HUF versus PLN. Feature Copper and industrial metals prices continue to signal strong growth in China, while the majority of the country's money and credit measures forecast an imminent growth slump. Which one is correct, and which one should investors heed to when formulating their investment strategy? Chart I-1 demonstrates that our broad money measure (M3) and private and public credit impulses for China both lead copper and industrial metals prices by about nine months. Based on the historical track record, odds are that investors will be better off following these money and credit indicators rather than heeding the bullish message from copper and other industrial commodities. While copper prices are coincident with the business cycle, money and credit impulses lead not only the real economy but also industrial metals prices. Copper Copper prices have surged of late (Chart I-2), seriously challenging our negative view on Chinese capital spending, commodities and EM. In fact, the rally in industrial metals has not been confined to copper but has been broad-based, and is, at first blush, suggestive of continued strength in global and Chinese industrial cycle. Chart I-1China's Money/Credit Leads Industrial Metals Prices Chart I-2Traders Are Very Bullish On Copper: A Contrarian Signal? Consistently, China's manufacturing PMI has picked up over the past three months, as has the overall EM PMI ex-China (Chart I-3). China's aggregate imports of copper products, unwrought copper, copper ore and concentrate as well as copper scrap have been contracting since May, and interestingly, they have historically often been negatively correlated with copper prices (Chart I-4). Hence, little insight can be drawn from Chinese imports of copper, as these purchases do not correlate with the mainland's business cycle. Chart I-3China/EM PMIs Have Risen Chart I-4Chinese Copper Imports And ##br##Copper Prices: Negative Correlation? On the contrary, Chinese imports of copper typically rise when copper prices fall and its industrial sector is decelerating. The reason: Chinese importers time their commodities purchases when prices slump, and do not chase prices higher. In short, when attempting to predict the sustainability of Chinese economic activity, there is little to be gained in examining Chinese copper imports. Bottom Line: Industrial metals prices are signaling that China's business conditions are presently robust, but they lag the credit and money measures discussed below. Leading Indicators: Money And Credit In our experience, the best leading indicators of the Chinese business cycle have been money and credit growth, more specifically, their impulses. The latter is the change in money/credit growth, or the second derivative of outstanding money/credit. In fact, money/credit impulses lead both the leading economic indicator and the well-known Li Keqiang index (Chart I-5). The latter two are often used by analysts and investors to gauge the direction of the Chinese economy. In recent months, we have done extensive work to properly measure money and credit. This has led us to the realization that China's official M2 and total social financing have not reflected the true dynamics in money creation and leverage formation over the past two years. In particular, M2 has over the years become a less all-encompassing money measure, as the size of commercial banks' liabilities that are not counted as part of M2 has exploded in recent years. So, the gap between M2 and other measures of money and credit has in the recent years widened as depicted on the top panel of Chart I-6. Chart I-5China: Money/Credit Leads ##br##Leading Economic Indicators Chart I-6China: Money/Credit Growth Have Fallen To New Lows The bottom panel of Chart I-6 demonstrates official M2, our version of broad money M3 (calculated using commercial banks' liabilities), credit-money (computed based on banks' balance sheet assets) and aggregate of private and public credit. All these measures have slowed to new lows. The most reasonable and all-inclusive measures from the four, in our view, is our measure of broad money M3 and private and public credit. As such, this is what we use to gauge the Chinese business cycle outlook. Chart I-7A and Chart I-7B demonstrate that the impulses of both M3 and private and public credit lead various business cycle and financial variables such as nominal GDP, manufacturing PMI, total imports, imports of capital goods, the freight index and producer prices as well as industrial profits. Chart I-7AChina: Money And Credit Impulses ##br##Entail Business Cycle Slowdown (II) Chart I-7BChina: Money And Credit Impulses ##br##Entail Business Cycle Slowdown (I) Regardless of which money and credit measure we use, and regardless of their past track record, all of them currently suggest that China's business cycle is about to experience a considerable slump. Besides, money and credit impulses typically lead copper and industrial metals prices by about nine months, as shown in Chart I-1. These are the primary fundamental reasons why we are reluctant to alter our negative view on China's industrial cycle. Bottom Line: The most reliable leading indicators of the mainland business cycle have been money and credit. All money and credit indicators presently forecast an imminent slowdown in the industrial sectors. Financial markets are typically forward looking, and they change their direction before business cycles actually turn. Hence, from an investment strategy perspective, it makes sense to heed messages from leading indicators. Other Big Picture Considerations We have for several years argued that the rampant build-up in China's debt and credit excesses is unsustainable, and when credit growth normalizes/slows the economy will undergo a marked deceleration. Chart I-8Rising Interest Rates Herald A Further ##br##Slowdown In Money/Credit Growth Have these excesses been partially unwound, and has credit growth normalized? Not at all - the credit excesses have gotten larger. In fact, corporate and household debt and shadow banking credit have expanded enormously in the past two years. Even after the recent deceleration, broad money and credit continue growing at around 10% from a year ago (Chart I-6, bottom panel on page 5). Importantly, borrowing costs in China have recently resumed their upward move (Chart I-8, top panel) and rising interest rates will further dampen already slowed money and credit growth (Chart I-8, bottom panel) and thereby economic activity. In brief, from a big-picture standpoint, China's leverage situation has worsened, and interest rates are rising. While growth momentum is currently strong, financial markets leveraged to China's growth have already rallied a lot, and investor sentiment is quite bullish, as illustrated in Chart I-2 on page 2 in the case of copper. This makes the investment risk-reward profile of EM risk assets and commodities poor. Finally, some readers might wonder why we have been spending so much time focusing on China versus other developing economies. The basis is that China is now a major pillar of the global economy, and its cyclical economic trend materially influences those of many EM and DM countries. In short, every other developing country is too small to affect EM financial markets. But China does affect financial market dynamics in many other parts of the EM world. So, to gauge overall trends in EM financial markets, China and other global variables matter, yet individual developing countries do not. For the majority of emerging economies in Asia, Latin America and Africa, China is the dominant external force, similar to how the U.S. is for many of its trading partners. Similarly, Chinese interest rates are as important as borrowing costs in the U.S. Therefore, developments in Chinese interest rates, money/credit and economic activity are of paramount significance to many emerging markets. In particular, China's money as well as private and public credit impulses lead both EM and DM export shipments to China by about nine months (Chart I-9A and Chart I-9B). These developing nations' exports to China make up a meaningful part of their respective economies. In addition, industrial metals prices are by and large driven by China's capital spending, and hence affect commodities-producing countries. Chart I-9AExports To China Correlate ##br##With China's Money/Credit Chart I-9BExports To China Correlate ##br##With China's Money/Credit Bottom Line: In 2015 and 2016, China resorted to its standard playbook: money and credit origination, boosting capital spending and overall growth. In particular, China's broad money M3 and private and public credit both have surged by RMB 46 trillion in the past two years alone. Consequently, the excesses have become larger. That said, President Xi Jinping's ongoing campaign to control financial risks - and consequential tightening of monetary/liquidity conditions - entails considerable growth deceleration ahead. Risks Of Relying On Money And Credit There are a number of risks involved in relying on measures of money and credit. We discussed the velocity of money, the money multiplier and productivity in our last report1, and will only touch on these briefly this week: An economy can accelerate with sluggish or slowing money growth if the velocity of money rises materially. However, there is no basis to expect the velocity of money to rise in China now, given it has been declining for the past 10 years. Money and credit growth can recover quickly, despite rising interest rates, if the money multiplier spikes. However, the money multiplier is already extremely elevated in China, and the odds are low that it will surge further. This is especially true amid rising interest rates and the ongoing regulatory crackdown on off-balance sheet assets of banks and shadow banking. Real economic output can improve if productivity growth notably accelerates. Money growth and velocity of money will define nominal output, yet productivity will boost real output. However, it is unrealistic to expect productivity to improve meaningfully in China when structural reforms have not been widely implemented. Chart I-10China's Exports To The U.S. And EU Are ##br##Small Compared With Credit Origination Finally, some argue that robust exports to the U.S. and Europe can boost mainland growth, even if domestic demand slips. We disagree. China's combined annual exports to the U.S. and EU currently make up only US$ 0.77 trillion (6.6% of GDP). On the other hand, the amount of new private and public debt origination has amounted to US$ 3 trillion (25% of GDP) in the past 12 months (Chart I-10). Bottom Line: Given money and credit growth have already slumped, our negative outlook for China's capital spending and imports will be wrong if the 1) velocity of money rises considerably, 2) the money multiplier shoots up, or 3) productivity growth accelerates materially. If any one of these were to occur, relying on money growth to forecast economic growth will prove futile. That said, assumptions about a substantial increase in either the velocity of money, the money multiplier or productivity from current levels would be highly conjectural, speculative and unreasonable. Some Market Observations: The U.S. Dollar And Oil The Greenback Chart 11 demonstrates that the U.S. dollar sits on its three-year moving average. A three-year moving average sometimes marks the borderline between structural bull and bear markets, as demonstrated in the case of the S&P 500 in the bottom panel of Chart I-11. Hence, the U.S. dollar is flirting with a structural bear market. Indeed, if the greenback slides further, it would signify a breakdown into a structural bear market. That said, if the broad trade-weighted U.S. dollar finds a bottom here, a meaningful rebound will ensue. Interestingly, the U.S. dollar has plunged even though U.S. real rates have not declined much (Chart I-12). The overwhelming portion of the drop in U.S. bond yields since early this year has been due to inflation expectations. Chart I-11Will The Greenback Find ##br##Support At Current Levels? Chart I-12U.S. TIPS Yields Have Not Dropped A Lot Typically, stable real rates amid falling inflation expectations are neutral-to-positive for an exchange rate. This has not been the case with the dollar this year. Pessimism within the fixed income and currency markets on U.S. growth is overdone. U.S. domestic demand is strong, the labor market is tight and global disinflationary forces that have suppressed U.S. inflation are alive and rampant in other parts of the world as well. Hence, there is no basis why the U.S. dollar should be punished more than other currencies because of secular global disinflation. Odds are that the euro has seen its lows in this cycle, and any selloff will not take it anywhere close its 2015-16 lows. Nevertheless, the outlook for EM currencies is meaningfully negative. The basis is that we believe EM business cycle amelioration is not sustainable - a growth slump in China, as discussed above, lower commodities prices and the hangover from the preceding credit booms in a number of countries will cap EM growth and weigh on their currency values. Bottom Line: Our take is that the dollar has been hammered too fast too far. Unless the U.S. dollar is in a structural bear market, odds are it will likely find floor here. Oil The current bear market in oil prices is tracking the 1980s bear market in crude reasonably well (Chart I-13). Based on this profile, oil prices will relapse further. We are reiterating our trade recommendation from March 8, 2017: short the spot oil price / long the Russian ruble. While both are correlated, the ruble offers 7.8% carry and will have less downside than crude. Hence, by being long the ruble, traders are being paid to short oil (Chart I-14). Stay with this position. Chart I-13Oil Is Tracking Its 1980s Bear Market Chart I-14Maintain Short Oil / Long Ruble Position A New Trade: Short Copper / Long CLP This week we recommend replicating the above oil trading strategy in the copper market. We believe shorting copper and going long a copper-related currency such as the Chilean peso offers an attractive risk-reward profile. The rationale to short copper is the potential relapse in China's growth (Chart I-1 on page 1) and elevated bullish sentiment on copper as shown in Chart I-2 on page 2. To hedge the timing risk and earn some carry, it makes sense to complement the short copper position with a long leg in a currency exposed to industrial metals/copper prices that is not vulnerable due to domestic reasons, i.e., beside copper price effect. Such a currency is the Chilean peso, in our view. The country's macro fundamentals are fine: domestic demand seems to be bottoming out and inflation is under control (Chart I-15). The primary risk to this exchange rate is copper prices. Chart I-16 depicts the total return of the combined return of a short copper and long CLP position accounting for the carry. The CLP has lagged the recent surge in copper prices and this trade offers a good entry point. Chart I-15Signs Of Bottom In The Chilean Economy Chart I-16A New Trade: Long Chilean Peso / Short Copper Bottom Line: Short copper and go long the Chilean peso. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Hungary: Inflation Is Set To Surge The dovish tone following the National Bank of Hungary's (NBH) most recent monetary policy meeting has reinforced the notion that more unconventional policy tools are likely to be forthcoming. In our view, the NBH is displeased about the recent currency strength and is presently laying the groundwork for pegging/depreciating the currency. This reinforces our view that inflation is set to surge. We have been recommending a short HUF / long PLN trade since September 28, 2016 on the basis that the NBH will remain dovish far longer than the National Bank of Poland (NBP) in the face of rising genuine inflationary pressures in both economies2 (Chart II-1). Also, the NBH has much less appetite for tolerating currency appreciation than the NBP. In turn, the NBP will hike interest rates and allow the zloty to appreciate. The latest rhetoric from the NBH reinforces our conviction, and today we are reiterating our short HUF / long PLN trade. Furthermore, relative to the forint, the zloty is still cheap based on relative real effective exchange rates, calculated using unit labor costs (Chart II-2). Chart II-1Relative Swap Rates Justify Higher PLN/HUF Chart II-2Zloty Is Cheap Versus Forint When a central bank favors extremely low interest rates and a cheap currency amid an economy that is operating above full employment and a labor market that is extremely tight, inflation is set to surge. This is exactly what is happening in Hungary. The NBH has been downplaying the tight labor market, noting that so far there has been little impact on inflation. We see a major problem with this argument. Inflation is a lagging indicator; to gauge where inflation will be headed in the coming six to 12 months, one has to monitor forward-looking indicators such as labor market dynamics and money/credit conditions. Presently, the majority of these indicators point toward much higher inflation in the coming months: The labor market is definitely tight - labor shortages are widespread, the unemployment rate is making historical lows and the participation rate is high (Chart II-3). Both wages and unit labor cost growth are surging (Chart II-4). Chart II-3Labor Market Is Super Tight In Hungary Chart II-4Hungary: Labor Costs Are Surging While private credit growth is meager, money supply is booming at a double-digit rate (Chart II-5). Such a gap between money and credit is probably due to loan write-offs. In brief, new loan origination is much stronger than implied by private credit growth, which is being affected by loan write-offs. Besides, government spending growth is currently above 20%, and banks have been funding the government by increasing their holdings of government bonds. This has also boosted money supply and is ultimately inflationary. All in all, odds are that the NBH will allow inflation to run away. As a result, long-dated local bond yields will spike, while short-term yields will be anchored by the NBH's dovish policy. We have been recommending betting on the yield curve steepening in Hungary: receive 1-year / pay 10-year swap rates. This trade remains intact (Chart II-6). Chart II-5Money Growth Is Booming Chart II-6The Yield Curve Will Steepen Further Bottom Line: Stay short the HUF versus the PLN. Maintain a bet on yield curve steepening in Hungary: receive 1-year / pay 10-year swap rates. For other fixed-income and currency as well as equity positions in central Europe and elsewhere in the EM universe, please refer to pages 19-20. Stephan Gabillard, Senior Analyst stephang@bcaresearch.com 1 Please refer to the Emerging Markets Strategy Weekly Report, titled "Making Sense Of The EM Business Cycle", dated August 30, 2017, link available on page 21. 2 Please refer to the Emerging Markets Strategy Weekly Report, titled "Central European Strategy: Two Currency Trades," dated September 28, 2016 and Emerging Markets Strategy Special Report, titled "Central Europe: Beware Of An Inflation Outbreak," dated June 21, 2017, links available on page 21. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Feature Shrugging Off The Political Noise All the political noise of August (White House resignations, Charlottesville, North Korean missile launches, the looming U.S. debt ceiling) could do no more than trigger a minor market wobble: at the worst point, global equities were off only 2% from their all-time high. The reason is that global cyclical growth remains strong, earnings are accelerating, and central banks have no immediate need to turn hawkish. In such an environment, risk assets should continue to outperform over the next 12 months. The political risks will not disappear (and will no doubt produce further hair-raising moments), but they are unlikely to have a decisive impact on markets. BCA's geopolitical strategists think eventually there will be a diplomatic solution to the North Korean situation - albeit only after a significant further rise in tension forces the two sides to the negotiating table.1 It is hard to imagine the debt ceiling not being raised, since Republicans control both houses of Congress and the White House, and they would be blamed for any disruption caused by a failure to raise it. Recent personnel changes in the White House have left - for now - a more pragmatic "Goldman Sachs clique" in charge. We believe there is still a reasonable likelihood of tax cuts, not least since the Republicans are on track to lose a lot of seats in next year's mid-term elections unless they can boost the administration's popularity (Chart 1). Recent growth data has been decent. U.S. Q2 GDP growth was revised up to 3% QoQ annualized, and the regional Fed NowCasts point to 1.9-3.4% growth in Q3. If anything, growth momentum in the euro area (2.4% in Q2) and Japan (4%) is even better. Corporate earnings growth continues to accelerate too, with S&P 500 EPS growth in the second quarter coming in at 10% YoY, compared to a forecast of just 6% before the results season started. BCA's models suggest that, in all regions, earnings growth is likely to continue to accelerate for a couple more quarters (Chart 2). Chart 1Republicans Need A Popularity Boost Chart 2Earnings Continue To Accelerate The outlook for the dollar remains the key to asset allocation. The market currently assumes that the dollar will weaken further, as U.S. inflation stays low and the Fed, therefore, stays on hold. Futures markets currently price only a 38% probability of a Fed hike in December, and only 25 BP of hikes over the next 12 months. If markets are right, this scenario would be positive for emerging market equities and commodity currencies, and would mean that long-term rates would be likely to stay low, around current levels. But we think that assumption is wrong. Diffusion indexes for core inflation have begun to pick up (Chart 3). The tight labor market should start to push up wages, dollar deprecation is already coming through in the form of rising import prices, and some transitory factors (pre-election drugs price rises, for example) will fall out of the data soon. The Fed is clearly nervous that it has fallen behind the curve, especially since financial conditions have recently eased significantly (Chart 4). A moderate stabilization of inflation by December would be enough to push the Fed to hike again - and to reiterate its plan to raise rates three times next year. Chart 3Inflation To Pick Up? Chart 4Financial Condition: Easy In The U.S., Tight In Europe Meanwhile, long-term interest rates in developed economies look too low given growth prospects (Chart 5). As inflation picks up, the Fed talks more hawkishly, and the dollar begins to appreciate again, rates are likely to move up in the U.S. and in the euro zone. Our view, then, is that the Fed will tighten faster than the market expects, long-term rates will rise and the dollar will appreciate. Equities might wobble initially as they price in the tighter monetary policy but, as long as growth continues to be strong, should outperform bonds on a 12-month basis. Our scenario would be positive for euro zone and Japanese equities, but somewhat negative for EM equities. Equities: We prefer DM equities over EM. Emerging equities have been boosted over the past 12 months by the weaker dollar and Chinese reflation. With the dollar likely to appreciate (for the reasons argued above), and a slowdown in Chinese money supply growth pointing to slower growth in that economy (Chart 6), we think EM equities will struggle over coming quarters. Meanwhile, there is little sign that domestic growth momentum is improving in emerging economies (Chart 7). Within DM, our underlying preference is for euro zone and Japanese equities. Our quants model now points to an underweight for the U.S. We haven't implemented this yet because 1) of our view that the USD will strengthen, and 2) we prefer not to make too frequent changes to recommendations. We will review this in our next Quarterly. Chart 5Rates Lag Behind Global Growth Chart 6Slowing Chinese Money Growth Is A Risk For EM Chart 7EM Domestic Growth Anemic Text below Fixed Income: BCA's model of fair value for the 10-year U.S. Treasury yield (the model incorporates the Global Manufacturing PMI and USD bullish sentiment) points to 2.6%, almost 50 BP above the current level (Chart 8). We therefore expect G7 government bonds to produce a negative return over the next 12 months, as inflation expectations rise and monetary policy continues to "normalize". We still find some attraction in spread product, especially in the U.S. (Chart 9). While spreads are quite low compared to history, U.S. high-yield spreads remain 119 BP above historic lows, while euro area ones are only 65 BP above. Chart 8U.S. Rate Fair Value Is Around 2.6% Chart 9Credit Spreads Not At Record Lows Currencies: The euro has likely overshot. Long speculative positions are close to record levels (Chart 10) and the currency has returned to its Purchasing Power Parity level against the USD (Chart 11). An announcement of a "dovish" tapering of asset purchases by ECB President Draghi in September could persuade the market that the ECB will continue to be much more cautious about tightening than the Fed. The yen is also likely to weaken against the US dollar as global rates rise, since the BoJ will not change its yield curve control policy despite the better recent growth numbers, given how far inflation is still from its target. Chart 10There Are A Lot Of Euro Bulls Chart 11Euro Is No Longer Undervalued Commodities: Our forecast that a drawdown in crude inventories will push the WTI price back up is slowing coming about. U.S. crude inventories have fallen by 25.3 million barrels since the start of the year. The after-effects of Hurricane Harvey might affect the data for a while but, as long as global demand holds up, the crude oil price should rise further, with WTI moving over $55 a barrel by year-end. Metals prices have moved largely sideways year to date, and future movements depend mostly on the outlook for Chinese growth, which may begin to slow. In particular, the recent run-up in copper prices (which have risen by 20% since early June) seems unsustainable. The bullish sentiment was mostly due to short-term supply/demand imbalances caused by labor disruptions at some major mines. However, Chinese copper demand, especially for construction, is likely to weaken over coming months.2 Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com 1 Please see Geopolitical Strategy Weekly Report "Can Pyongyang Derail The Bull Market," dated 16 August 2017, available at gps.bcaresearch.com 2 Please see Commodity & Energy Strategy Weekly Report "Copper's Getting Out Ahead Of Fundamentals, Correction Likely," dated 24 August 2017, available at ces.bcaresearch.com Recommended Asset Allocation

Highlights Copper's impressive rally leaves prices out in front of fundamentals. We are expecting a correction going forward, given our view that reduced mine output results from transitory disruptions, and China's growth appears to be stalling: industrial output, investment, retail sales, and trade all grew less than expected last month. Energy: Overweight. Crude oil prices remain fairly well supported this week on signs U.S. production growth may not be as strong as expected, and continued production discipline by OPEC 2.0 keeps global inventories from building too rapidly. We remain long Brent and WTI $50/bbl vs. $55/bbl call spreads in Dec/17, which are up 99.1% and 18.9%, respectively. Base Metals: Neutral. Copper prices appear to be getting out ahead of fundamentals, particularly as regards Chinese demand, which could stall on the back of slower economic growth. Precious Metals: Neutral. In line with our House view, we expect the Fed to remain dovish on the inflation front, which, over time, will mean the central bank finds itself behind the curve on inflation. This means real rates remain relatively low for the foreseeable future, which will be supportive of gold. Ags/Softs: Underweight. We remain bearish, although we are not aggressively shorting any of the ags. Feature Chart of the WeekCopper 2017H1: Exceptional Performance Copper futures traded on COMEX rallied by almost 10% from the beginning of May, when spot was trading just under $2.50/lb, until late July, then shot up by an additional 9% on news of a potential ban on scrap imports by China; 4% of that increase was recorded on July 25 alone (Chart of the Week). Spot copper settled at $2.9865/lb Tuesday. Part of this rally can be put down to a renewed focus on China's environmental policies, which we expect to continue following the 19th National Congress of China's Communist Party later this year, and the better-than-expected performance of the Chinese economy in 2017H1. This occurred as supply side disruptions at some of the world's largest copper mines caused markets to discount possible near-term shortages, along with rumors of an import ban on so-called Category 7 scrap metals. These stories supercharged the copper market. Supply/Demand Imbalances Are Transitory While labor-related disruptions at major copper mines led to a production cutback in 2017H1, supply has, for the most part, recovered. Furthermore, these are one-off events that we do not foresee persisting or having a lasting impact on markets.1 Production of copper ores and concentrates fell a negligible 0.1% year-on-year (yoy) in H1, following a 6.7% yoy increase in global output in 2016. Year-to-date (ytd) production growth lies significantly below the 5.63% average for the same period 2013-2016 (Chart 2). Similarly, in a marked slowdown from the four-year average growth of ~ 4% yoy in refined copper production, output remained largely unchanged in the first 4 months of 2017 compared to last year. However, there is evidence of relief in May and June, which registered a 6.08% yoy increase in output. The slowdown in production is mainly driven by supply-side shocks at some of the world's largest mines in Chile, Peru, and Indonesia. Contract Renegotiations and Weather Disruptions in Chile: The respective 1% and 6.6% yoy fall in global ores and concentrates output in February and March can be attributed to a corresponding year-on-year 17% and 23% declines in production from Chile - the world's leading copper producer. At BHP Billiton's Escondida mine, the world's largest, 2,500 workers staged a 43-day strike over contract renegotiations, which ended without resolution in late March. Although the end of the strike has brought relief to copper output, talks will resume in 18 months, raising the possibility of another strike - and an accompanying production cut - in a year's time. However, President Marcelo Castillo has somewhat calmed these worries, expressing his intent to revise the mine's operating model so that it will be minimally impacted by such disputes in the future. The decline in Chilean output was compounded by heavy snow and rain in May, which forced the Caserones mine to halt production for three weeks. This was reflected in a ~ 1.7% yoy decline in national output in May. Caserones has since resumed production and is now reported to have reached 90% of capacity. Nationwide Strikes in Peru Not Expected to Show up in July Data: Labor reforms proposed at the end of July led to a three-day walk-out by unionized workers across Peru. The strike impacted operations at major deposits including Antamina, Cerro Verde, Cuajone among others. However, according to the National Society of Mining, Petroleum and Energy, absenteeism was insignificant and the impact on copper output was limited. This followed a five-day strike at Cerro Verde - Peru's second largest mine - in March due to dissatisfaction with labor conditions. Peru ramped up output by almost 25% in 2015, surpassing China as the second largest producer of copper, and accounted for 11.4% of global output in 2016. Dispute Over Export Rights and Worker Dissatisfaction at Grasberg: In an effort to promote its domestic smelting industry, Indonesian authorities imposed a temporary ban on exports of copper concentrates in January. However, in April, Freeport McMoRan was granted an eight-month license to resume exports from its Grasberg mine - the second largest in the world. Furthermore, CEO Richard Adkerson expressed confidence that Freeport will succeed in securing an agreement by October, allowing it to implement a major multi-billion-dollar underground mine development plan. Labor unrest remains a problem for the company, nonetheless. Angered by redundancies and enforced furloughs, a strike by 5,000 workers was extended for a fourth month, until the end of August. Output data until May shows production remained largely unchanged compared to last year and follows a 3.82% yoy increase in Q1. Indonesian output accounted for 3% of global copper production in 2016. This will have to be resolved for the company's development plans to proceed unchallenged. Despite these supply-side shocks and ensuing Q2 inventory draw, copper remains well stocked at the major warehouses (Chart 3). Furthermore, COMEX inventories are at their highest level since 2004. As long as the global market remains well stocked, we expect it will be capable of withstanding volatility induced by labor markets and government policy with minimal impacts on prices. Chart 2Supply Disruptions Subsiding,##BR##Copper Market Back In Balance Chart 3Copper Inventories##BR##Can Withstand Volatility Scrap Imports Kick In Amidst Elevated Prices Chart 4China Copper Demand Weakening A dip in Chinese demand was also partly to blame for the minimal impact of the production cutbacks on inventories. Chinese consumption single-handedly makes up ~ 50% of global copper demand. The 1.46% yoy decline in global refined copper consumption during 2017H1 is, in large part, due to a 4.57% yoy drop in Chinese consumption (Chart 4). In fact, consumption during February and April fell 10% and 11%, respectively. Weak demand is also evident in China's import of copper ores and concentrates data. Although imports grew by 2.72% yoy in 2017H1, this is a marked slowdown from the 33.66% growth rate witnessed during the same period last year, and the average H1 growth of 22.6% since 2012. Similarly, China's imports of refined copper, copper alloy, and products fell 18.32% yoy in 2017H1 before increasing by 8.33% yoy last month. However, it appears that scrap copper may have helped fill the void - China's imports of copper scraps and wastes increased by 18.56% in the first half of this year compared to the same period last year. This marks a turning point in the trend, as copper scrap imports have been on the decline since 2013, and is likely a direct result of speculation over the impact of China's environmental policies on base metals. China's Scrap Import Ban: Overplayed Last week, China confirmed intentions to ban some forms of scrap copper imports beginning as early as the end of the year. This is part of measures taken to support sustainable growth and environmental protection. While rumors swirled in late July suggesting "Category 7" (i.e. old) scrap copper would be included in the import ban, the list of banned waste imports released last week by the Ministry of Environmental protection did not include copper. However, copper scrap from automobiles, ships and electronic devices were included in a "limited import" category, with no further details of the import constraints to be imposed on these products. Scrap impacts the copper market in two main ways: It provides smelter-refineries an alternative input, in addition to ores and concentrates, thus enhancing total refined copper supply. The International Copper Study Group (ICSG) estimates global production of refined copper increased by 2% in January due to increased production from scrap, which rose by 13% yoy. It acts as a substitute for refined copper, providing first-stage manufacturers a lower-cost alternative input. This means that when prices are up, as they have been since late 2016, the impact on refined copper production is somewhat muted because scrap usage kicks in (Chart 5). Furthermore, because of this response, the effect of supply-side shocks on refined copper output are - to some extent - restrained. Chart 5Scrap Imports Kick In When Prices Are Up This explains why the market has been in somewhat of a frenzy since late July after hearing that the Chinese authorities will likely implement an import ban on some types of scrap copper, which caused copper prices to jump to levels last seen in 2015Q2. Copper futures traded on COMEX have rallied by 10% from the beginning of May to late July, then shot up an additional 9% on rumors of an import ban; 4% of that increase was recorded on July 25 alone. Markets are clearly buying into the news, and are optimistic the ban will hike demand for other forms of copper. However, we believe this optimism is unfounded, and that the impact on copper markets is overplayed. Although the ICSG estimates that ~ 30% of annual copper usage comes from 'secondary' or recycled sources, a much smaller ratio originates from 'old' scrap copper. This type of scrap is derived from end-of-life electronics, households, cars, and industrial products. While data on old-scrap copper supply is not readily available, researchers at Antaike estimated that out of the 3.35mm MT of scrap copper imports in 2016, old-scrap copper imports made up ~ 0.3mm MT of copper-equivalent. This accounts for a very small fraction of China's 17.05mm MT of imports of copper ores and concentrates and 4.94mm MT imports of refined copper last year. Thus, even if a ban on all old-scrap copper were to materialize, we do not believe it will create a supply deficit, or even threaten one. In addition, there has been speculation that a ban would reroute old scrap metal to other countries for dismantling and processing before being imported by China, diminishing its impact on the copper market. Given that the market's reaction to news of the ban has been favorable, we expect to see a correction as the market responds to information that the ban is less bullish than expected. Chinese Demand Will Ease As Tailwinds Die Down In 2017H1, China surprised with better-than-expected economic performance, which supported copper prices. China's infrastructure and equipment industries are especially important to the copper market, consuming, respectively, 43% and 19% of the red metal domestically. However, as our colleagues on BCA Research's China desk foresaw, recent data gives some early-warning signs of a slowdown in growth.2 Industrial output, investment and retail sales figures came in below expectations amid a cooling property market. Furthermore, restrictions on riskier types of lending will continue slowing credit growth going forward. The property market - residential and commercial construction - accounts for ~ one-third of copper consumption. After reaching three-year highs late last year, the official manufacturing PMI and the Keqiang index - both used as key measures of the state of China's economy - show evidence that the economy is stabilizing (Chart 6). In fact, the Keqiang index has come down significantly from its peak earlier this year. In particular, signs of cooling in China's property sector are playing into the possibility of weaker industrial metals generally. Steel-making commodities and base metals have been in high demand ever since China relaxed housing policies, reviving the property market. However, in an effort to cool this market, Chinese authorities announced measures to raise down payments and control speculative buying in 20 cities last September. These measures are beginning to show up in property-market construction and sales data (Chart 7). Chart 6Early Warning Signs Of China Slowdown Chart 7China Property Sector: Cooling New floor space started contracted by almost 5% yoy in July, potentially signaling early warning signs of what could come ahead. It marks a reversal of a 10.55% expansion in 2017H1. New floor space completed declined in July, registering a 13.54% fall yoy. This follows 5% growth in 2017H1 - a marked slowdown from the 20.05% pace of growth in 2016H1. Furthermore, floor space under construction has been steadily easing, growing just 3.17% yoy in July. In terms of floor space sold, July's yoy growth of 2% follows a 21.37% yoy growth rate in June, and marks a pronounced slowdown from the 15.82% average yoy growth rate in 2017H1. Chart 8China's Economic Structure##BR##Deviates From Trend While near term growth does not appear to be threatened, earlier this month the IMF warned against China's "reliance on stimulus to meet targets," and a "credit expansion path that may be dangerous," which could cause a medium-term adjustment. When this eventually weighs down on industrial activity - as we expect - it will reverberate throughout the economy, discouraging investment projects, and eventually taking its toll on commodities generally, base metals in particular. Even so, in a small change of pace, China's share of secondary sector (i.e. manufacturing) as a percent of GDP crept up in July (Chart 8). This is a deviation from the trend in the evolving structure of China's economy, where the tertiary sector (services) has been making up an increasing share of GDP. While it is still too early to determine whether this is the beginning of a change in trend, or a one-off case, this development is positive for metals short term, since manufacturing activity is industrial-metal intensive. Bottom Line: We expect a correction in copper prices near term, as markets adjust to revelations that the market impact of China's environmental policies is less than expected. Our longer-term outlook is neutral: The synchronized economic upturn in global demand will partially offset waning economic activity in China, as tailwinds from accelerating export growth and easing monetary conditions die down. Roukaya Ibrahim, Associate Editor Commodity & Energy Strategy RoukayaI@bcaresearch.com 1 We discuss some of these developments during 2017Q1 in BCA Research's Commodity & Energy Strategy Weekly Report "Copper's Price Supports Are Fading," published by March 23, 2017. It is available at ces.bacresearch.com. 2 Please see BCA Research's China Investment Strategy Weekly Report titled "China Outlook: A Mid-Year Revisit", dated July 13, 2017, It is available at cis.bcaresearch.com. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2017 Summary of Trades Closed in 2016

Highlights Expanding trade volumes - led by EM growth - will continue to support commodity demand, particularly for base metals. In the first four months of this year, EM import growth averaged 8.4% year-on-year (yoy), led by an expansion of almost 13% in EM Asia. This compares with yoy growth averaging just 0.3% in the DM imports over the January - April period. EM exports grew 5.1% yoy in this interval vs. 2.7% for DM outbound trade. Overall, EM growth led world trade volumes 4% higher yoy, versus 0.8% growth over the January - April interval last year. We expect trade volumes to continue to grow as long as the Fed doesn't tighten monetary conditions too much in the U.S. Energy: Overweight. Benchmark crude oil prices continue their lackluster performance, as high-frequency inventory data in the U.S. fail to convince markets OPEC 2.0 cuts are succeeding in draining global inventories. We expect this to reverse, and remain long Dec/17 $50 vs. $55/bbl call spreads in WTI and Brent. Base Metals: Neutral. Expanded global trade, led by EM Asia, will be supportive of base metals prices. However, we do not expect higher trade volumes to prompt a surge in base metals. We remain neutral base metals generally. Precious Metals: Neutral. Palladium has consistently outperformed platinum in post-GFC markets, as has gold (see below). We remain neutral the precious-metals complex, but are keeping our long gold portfolio hedge in place. Ags/Softs: Underweight. The USDA's crop report will be released Friday. Weather-related crop distress in the grains could start showing up in the data. We remain bearish, but recommend staying on the sidelines. Feature Chart of the WeekStrong Growth In Global Trade Volumes##BR##Will Be Supportive Of Base Metals Growth in EM imports and exports continues to lead the expansion of global trade volumes. This is important, as the growth in trade supports EM income growth, which, in turn, supports commodity demand. EM growth is the principal source of commodity demand growth globally, particularly for oil and base metals. Global trade volumes expanded yoy in April, with imports up 3.7% and exports up 3.2%, down slightly from the pace in 1Q17, according to the CPB World Trade Monitor (Chart of the Week). The notional value of trade for the year ended in April was $16.3 trillion. The uptrend in global trade begun in 4Q16 continues, however, which we noted earlier this month. As was the case with oil, this expansion of global trade volumes, particularly out of the EM economies, will be supportive of base metals demand generally.1 Similar to EM oil demand, we find EM exports and imports are highly correlated with world base metals demand post-GFC (Chart 2). This is not unexpected, given the prominence of Chinese base metals demand, which accounts for roughly half of base metals demand globally. Given the low level of growth in DM imports and exports, we conclude that the bulk of the increase in global trading volumes is increasingly accounted for by trade within the EM economies with each other. This can be seen in Chart 3, which shows growth of EM imports and exports surpasses DM trade performance, shown in Chart 4. Chart 2World Base Metals Demand,##BR##Highly Correlated With EM Trade Volumes Chart 3Increased Trade Within##BR##EM Economies Powers Global Trade Growth Chart 4DM Growth Not##BR##Keeping Up With EM Growth Going Through The Trade Numbers For the year ended in April 2017, yoy world import levels grew 2.5% on average each month. DM imports averaged 1.8% yoy growth, while EM imports grew at twice that level. The notional value of DM imports was $9.6 trillion for the year ended in April. EM notional imports were $6.7 trillion, with EM Asia accounting for $4.7 trillion of this. For exports, world trade volumes grew at an average rate of 2.3% yoy each month for the 12 months ending in April, with DM growth coming in at 1.6%, and EM growth clocking in at 3.1% on average, just shy of double the rate of DM growth. The notional value of DM exports was $8.8 trillion for the year ended in April. EM notional exports were $7.4 trillion, with EM Asia responsible for $4.9 trillion of this. For April alone, DM imports were up 1.8% yoy, while EM imports were up 6.5%, down from a 9.1% average rate in 1Q17. DM exports in April were up 1.7% yoy, down from a 3% average rate in 1Q17, while EM exports rose 5%, equal to the 1Q17 average rate. Import volumes for EM Asia led global growth by a wide margin vs. other EM markets, particularly in Latin America and the Middle East (Chart 5). Average yoy import growth for the year ended in April was 6.6% for EM Asia, with yoy growth for April alone registering 10.4%. EM Asia also leads export volume growth (Chart 6), with average yoy outbound trade up 7.1% yoy. Chart 5EM Asia Dominates Import Growth YoY... Chart 6...And EM Export Growth As always, the evolution of China's economy will have an outsized influence on trade and EM growth. We continue to expect China's growth to moderate but not slow sharply, in line with our colleagues at our sister publication China Investment Strategy. The recent credit tightening likely will abate, given the central bank has reversed its credit contraction and injected liquidity into the interbank system in recent weeks, according to BCA's China Investment Strategy service.2 We agree with China Investment Strategy's assessment that, "The Chinese economy will likely continue to moderate, but the downside risk appears low at the moment and overall business activity will remain buoyant."3 Update On Global Inflation Vs. EM Trade Volumes World base metals demand is highly correlated with global consumer price inflation. In fact, these variables are cointegrated, meaning they share a common long-term trend. A 1% increase in world base metals demand can be expected to produce a 0.32% increase in U.S. CPI, a 0.25% increase in the Euro Area Harmonized CPI, and a 0.43% increase in China's CPI. Like the relationships between EM oil demand and EM trade volumes, which we presented earlier this month, the relationships between world base metal demand and EM trade volumes also allows us to track EM income levels. This is because the income elasticity of base metals demand also is ~ 1.0 for EM economies, according to the OECD, meaning a 1% increase in EM income can be expected to produce an increase in base metals demand of ~ 1%.4 Likewise, consumer inflation worldwide also is highly correlated with EM trade volumes post-GFC.5 In the regressions we ran for U.S., Euro Area and China CPI as a function of EM trade volumes, we find a 1% increase in EM imports can be expected to produce a 0.51% increase in the U.S. CPI, a 0.41% increase in the Euro Area harmonized CPI, and a 0.67% increase in the China CPI. A 1% increase in EM exports produces increases of 0.47%, 0.35% and 0.65%, respectively. These relationships can be seen in Charts 7, 8, and 9. Chart 7U.S. CPI Highly Correlated##BR##With EM Trade Volumes... Chart 8...Along With The Euro Area##BR##Harmonized CPI... Chart 9...And##BR##China's CPI Bottom Line: World base metals demand will continue to be supported by continued growth in EM trade volumes this year. While these volumes are up nicely, the rate of growth is moderating somewhat, suggesting global base metals demand will hold up this year, but won't surge ahead. We certainly do not see base metals prices falling precipitously this year, given the growth in EM imports and exports, which started to revive toward the end of last year. We remain neutral base metals, but will be watching the interplay between base metals demand and EM trade volumes for any sign global demand is being re-ignited. Inflation appears to be quiescent globally, but we would expect it to start ticking up if we see an uptick in base metals demand and EM trade volumes. Precious Metals Update PGM Notes Price relationships within the precious-metals complex, particularly vis-à-vis Platinum Group Metals (PGMs), have undergone profound transformations since the end of the Global Financial Crisis (GFC). These changes have been bolstered by technology shifts in the automotive sector as well. Two trading relationships - palladium's relationship to platinum, and platinum's relationship to gold - best illustrate these changing fundamentals. Unlike gold and platinum prices, palladium is heavily influenced by automotive sales, in this case, gasoline-powered automobile sales. Gasoline-powered cars use palladium in their pollution-control catalysts. Such usage was up 5% last year to 7.4mm oz, according to Thomson Reuters GMFS data.6 Autocatalyst demand accounts for slightly more than three-quarters of palladium demand, according to GFMS data.7 Importantly, the two largest car markets in the world - the U.S. and China - are predominantly gasoline-powered, and sales in both have been strong, although the rate of growth has slowed (Chart 10). This is supportive of palladium prices, particularly as the metal registered a 1.2mm physical deficit last year. There is an increase in Chinese platinum-based auto catalyst demand for diesel cars, due to tightening regulation on emissions, but still is a small share of the total demand for platinum. Post-GFC, the value of palladium relative to platinum has consistently strengthened (Chart 11). Chart 10U.S. Sales Growth Down,##BR##But China Remains Strong Chart 11Platinum Eclipsed By##BR##Palladium And Gold Platinum's Discount To Gold Endures Platinum traded premium to gold until the GFC (Chart 11). Since then, gold has behaved more like a currency, with its price mostly dependent on financial variables (USD, real U.S. interest rates, and equity risk premium). Importantly, the yellow metal has traded premium to platinum since the GFC ended. While platinum prices are somewhat sensitive to the same financial factors as gold, and also can be modeled as a function of these financial variables, the metal also has a real-demand driver: diesel-powered car sales. These vehicles use platinum in their pollution-control catalysts. Autocatalysts accounted for 3.3mm oz of platinum sales last year, or 42% of demand, according to Thomson Reuters GFMS. Most of this goes to diesel catalysts, which are mainly sold in Europe. Diesel-powered car sales have been trending lower (Chart 12) in Europe, where they are the dominant type of car sold. The second largest demand segment for platinum is jewelry sales, which fell 12% last year to 2.2mm oz, following a 3.6% decline the prior year. Both gold and platinum will be responsive to the same set of financial variables, meaning a stronger USD along with higher real rates will be bearish for both, and vice versa. However, given platinum is also sensitive to the diesel-powered auto market, its price evolution has a component strongly influenced by physical platinum demand and supply. Supply comes from mines and recycling, which increases when steel prices rise. Sales of diesel-powered cars are falling in Europe partly due to the Volkswagen emissions-testing scandal and a longer-lasting trend of cities attempting to lower pollution by restricting where diesel-powered vehicles can drive (e.g., Athens, Madrid, Paris and Mexico City are eliminating diesel traffic by 2025).8 In addition, high steel prices will increase platinum recycling volumes this year (people scrap their cars more when steel prices are high). High steel prices also incentivize the scraping of gasoline-powered vehicles, which use palladium in their pollution-control catalysts. Platinum competes at the margin in the pollution-control catalyst market with palladium. The ratio between palladium and platinum is at its highest level since 2002 (Chart 11). The premium of platinum against palladium (platinum minus palladium) went from $1200/oz. in 2010 to close to parity recently (Chart 13). Chart 12EU Sales Still Growing,##BR##But Diesel Loses Share Chart 13Platinum's Premium To##BR##Palladium Disappears Continue To Favor Palladium We are more favorably disposed toward palladium than platinum. Given palladium's price is dominated by sales of gasoline-powered cars, which should, all else equal, do well relative to diesel-powered auto sales, even with a globally synchronized economic upturn. With the U.S. Fed expected to continue tightening, gold and platinum will face financial headwinds that will restrain price appreciation. Palladium, on the other hand, will be less sensitive to these headwinds, although higher interest rates in the U.S. relative to the rest of the world will restrain demand for goods purchased on credit like autos. While we remain neutral the precious metals complex generally, we recently recommended a long spot-gold position as a portfolio hedge against rising inflation and inflation expectations.9 Even though inflation has remained quiescent, and markets are trading as if the odds of a return of inflation are extremely low, BCA's Global Investment Strategy argues "the combination of faster growth and dwindling spare capacity will cause inflation to rise. This is particularly the case for the U.S., where the economy has already reached full employment."10 We believe the strengthening of household incomes resulting from the tight U.S. labor market likely will keep the Fed on track to continue with its rates-normalization policy, vs. market expectations of a mere 21 basis points in cumulative Fed rate hikes over the next 12 months. Robert P. Ryan, Senior Vice President Commodity & Energy Strategy rryan@bcaresearch.com 1 Please see BCA Research's Commodity & Energy Strategy Weekly Report "Strong EM Trade Volumes Will Support Oil," published June 8, 2017, available at ces.bcaresearch.com. The CPB World Trade Monitor is published monthly by the CPB Netherlands Bureau for Economic Policy Analysis. Please see https://www.cpb.nl/en/worldtrademonitor for data and documentation. We use CPB's volumetric data for imports and exports in our analysis, which are indexed to 2010 = 100; we converted these data to USD values to see how the composition of imports and exports is changing so as to better see how the relative shares of EM and DM are evolving. 2 Please see BCA Research's China Investment Strategy Weekly Report "Chinese Financial Tightening: Passing The Phase Of Maximum Strength," published by on June 22, 2017, available at cis.bcaresearch.com. 3 Please see BCA Research's China Investment Strategy Weekly Report "A Chinese Slowdown: How Much Downside," published on June 8, 2017, available at cis.bcaresearch.com. 4 As we noted in our research earlier this month, the read-through on this is EM trade volumes are closely tied to income levels, given this income elasticity in non-OECD economies. Please see "The Price of Oil - Will It Start Rising Again?" OECD Economics Department Working Paper No. 1031, p. 6 (2013). In our modeling, we assume the GFC ended in 2010. Our oil results vis-à-vis EM income elasticities can be found in BCA Research's Commodity & Energy Strategy Weekly Report "Strong EM Trade Volumes Will Support Oil," published June 8, 2017, available at ces.bcaresearch.com. 5 We originally published these results for EM oil demand vs. EM trade volumes in the June 8, 2017 article referenced above in footnote 1, in BCA Research's Commodity & Energy Strategy Weekly Report "Strong EM Trade Volumes Will Support Oil," available at ces.bcaresearch.com. The average R2 coefficient of determination for the regressions on imports was 0.89, while the average for the regressions on exports was 0.89. 6 Palladium supply totalled 8.6mm oz, while demand came in at 9.8mm oz, according to the Thomson Reuters - GFMS Platinum Group Metals Survey 2017. 7 In our modelling, we treat palladium as an industrial metal, given the overwhelming influence auto demand - particularly gasoline-powered vehicles - has on its price. Please see BCA Research's Commodity & Energy Strategy Weekly Report "2016 Commodity Outlook: Precious Metals," published by December 3, 2015, available at ces.bcaresearch.com. 8 A number of cities are looking to ban diesel cars entirely from their central districts. Please see https://www.theguardian.com/environment/2016/dec/02/four-of-worlds-biggest-cities-to-ban-diesel-cars-from-their-centres. 9 Please see BCA Research's Commodity & Energy Strategy Weekly Report "Go Long Gold As A Strategic Portfolio Hedge," published May 4, 2017, available at ces.bcaresearch.com. 10 Please see BCA Research's Global Investment Strategy Weekly Report "Stocks Are From Mars, Bonds Are From Venus?," published June 23, 2017, available at gis.bcaresearch.com. Investment Views and Themes Recommendations Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed In 2017 Summary of Trades Closed in 2016

Bank Credit Analyst

Highlights Markets have gone too far in pricing out the Republican's market-friendly policy agenda. The President desperately needs a win ahead of mid-term elections. A bill that at least cuts taxes should be forming by year end. The risk is that continued political turbulence, now including the possibility of impeachment, distracts Congress and delays or completely derails tax reform plans. Fortunately for the major global equity markets, corporate profits are providing solid support. We expect U.S. EPS growth to accelerate further into year end, peaking at just under 20%. The projected profit acceleration is even more impressive in the Eurozone and Japan. Corporations are still in a sweet spot in which the top line is growing but there is no major wage cost pressure evident yet. U.S. EPS growth is well ahead of both Japan and the Eurozone at the moment, but we expect some "catch up" by year end that will favor the latter two bourses in local currency terms. EPS growth will fall short of bottom-up estimates for 2017, but what is more important for equity indexes is the direction of 12-month forward EPS expectations, which remain in an uptrend. The positive earnings backdrop means that stocks will outperform bonds for the remainder of the year even if Congress fails to pass any market-friendly legislation. The FOMC is "looking through" the recent soft economic data and slower inflation, and remains on track to deliver two more rate hikes this year. The impact of the Fed's balance sheet runoff on the Treasury market will be limited by several factors, but a shrinking balance sheet and Fed rate hikes will force bond yields to rise faster than is currently discounted. Policy divergence will push the dollar higher. The traditional relationship between the euro/USD and short-term yield differentials should re-establish following the French election. The euro could reach parity before the next move is done. "Dr. Copper" is not signaling that global growth will soften significantly this year. Chinese growth has slowed but the authorities are easing policy, which will stabilize growth and support base metals. That said, we remain more upbeat on oil prices than base metals. Feature Investors have soured on the prospects for U.S. tax reform in recent weeks, but the latest travails in Washington inflicted only fleeting damage on U.S. and global bourses. The S&P 500 appears to have broken above the 2400 technical barrier as we go to press. Market expectations for a more tepid Fed rate hike cycle, lower Treasury yields and related dollar softness undoubtedly provided some support. But, more importantly, corporate profits are positively surprising in the major economies and this is not just an energy story. The good news on company earnings should continue to drive stock prices higher this year in absolute terms and relative to bond prices. It is a tougher call on the dollar and the direction of bond yields. We remain short duration and long the dollar, but much depends on the evolution of U.S. core inflation and fiscal policy. A Death Knell For U.S. Tax Reform? Chart I-1 highlights that the market now sees almost a zero chance that the Republicans will ever be able to deliver any meaningful tax cuts or infrastructure spending. Many believe that mushrooming political scandals encumbering President Trump will distract the GOP and delay or derail tax reform. Indeed, impeachment proceedings would be a major distraction, although this outcome would not necessarily lead to an equity bear market. The historical record shows that the economy is much more important than politics for financial markets. BCA's geopolitical strategists looked at three presidential impeachments, covering the Teapot Dome Scandal (April 1922 to October 1927), Watergate (February 1973 to August 1974) and the President Clinton's Lewinsky Affair (January 1998 to February 1999).1 Watergate was the only episode that coincided with a bear market, but it is difficult to pin the market downturn on Nixon's impeachment since the U.S. economy entered one of the worst post-war recessions in 1973 that was driven by tight Fed policy and an oil shock. Impeachment would require that Trump loses support among the Republican base, which so far has not happened. The President still commands the support of 84% of Republican voters (Chart I-2). Investors should monitor this support level as an indicator of the President's political capital and the risk of impeachment. Chart I-1Fading Hopes For Tax Reform We believe that markets have gone too far in pricing out Trump's market-friendly policy agenda. The President desperately needs a win ahead of mid-term elections, and tax reform and deregulation are two key areas where the President and congressional Republicans see eye to eye. The odds are good that an agreement to cut taxes will be formed by year end. Congressional leaders want tax reform to be revenue neutral, but finding sufficient areas to cut spending will be extremely difficult. They may simply require that tax cuts are paid for in a 10-year window. This makes it possible to lower taxes upfront and promise non-specific spending cuts and revenue raising measures down the road. Or, Congress may pass tax reform that is not revenue neutral through the reconciliation process, which would require that tax cuts sunset at some point in the future. Tax cuts would give stocks a temporary boost either way but, as we discuss below, it may be better for corporate profits in the medium term if Congress fails to deliver any fiscal stimulus. Profits, Beats And Misses While economists fret over the soft U.S. economic data so far this year, profit growth is quietly accelerating in the background (Chart I-3). On a 4-quarter moving total basis, S&P 500 earnings-per-share were up by more than 13% in the first quarter (84% reporting). We expect growth to accelerate further into year end, peaking at about 18%, before moderating in 2018. Profit growth is accelerating outside of the energy sector. The projected acceleration in EPS growth is equally impressive in the Eurozone and Japan. The favorable profit picture in the major economies reflects two key factors. First, profits are rebounding from a poor showing in 2015/16, when EPS was dragged down by the collapse in oil prices and a global manufacturing recession. Oil prices have since rebounded and global industrial production is recovering as expected (Chart I-4). Our short-term forecasting models for real GDP, based on a mixture of hard data and surveys, continue to flag a pickup in economic growth in the major economies (Chart I-5). Chart I-3Top-Down Profit Projection Chart I-4EPS Highly Correlated With Industrial Production Chart I-5GDP Growth Poised To Accelerate The U.S. model's forecast paints an overly rosy picture, but it does support our view that Q1 softness in the hard data reflected temporary factors that will give way to a robust rebound in the second and third quarters. The Eurozone economy is really humming at the moment, as highlighted by our model and recent readings from the IFO and purchasing managers' surveys. Indeed, these indicators are consistent with real GDP growth of nearly 3%! Our GDP models are also constructive for Japan and the U.K., although not nearly as robust as in the U.S. and Eurozone. Chart I-6Profit Margins On The Rise Second, the corporate sectors in the major economies are still in a sweet spot in which the top line is growing but there is no major wage cost pressure evident yet. This is the case even in the U.S., where labor market slack has largely been absorbed. Indeed, margins rose in Q1 2017 for the third quarter in a row (Chart I-6). Our indicators suggest that the corporate sector has gained some pricing power at a time when wage gains are taking a breather.2 The hiatus of wage pressure may not last long, and we expect the "mean reversion" in profit margins to resume next year. But for now, our short-term EPS growth model remains upbeat for the next 3-6 months (not shown). Profit margins are also on the rise in Japan and the Eurozone. Margins in the latter appear to have the most upside potential of the three major markets, given the fact that current levels are still depressed by historical standards, and that there remains plenty of slack in the European labor market. We are not incorporating any margin expansion in Japan because they are already very high. Nonetheless, we do not expect any "mean reversion" in margins over the next year either, because the business sector is going to great lengths to avoid any increase in the wage bill despite an extremely tight labor market. U.S. EPS growth is well ahead of both Japan and the Eurozone at the moment, but we expect some "catch up" by year end: The U.S. is further ahead in the global profit mini recovery and year-ago EPS comparisons will become more difficult by the end of the year. The drag on corporate profits in 2017 from previous dollar strength will be larger than the currency drag in the Eurozone according to our models, assuming no change in trade-weighted exchange rates in the forecast period (Chart I-7). The pass-through of past yen movements will be a net boost to EPS growth for Japanese companies this year.3 Currency shifts would favor the Japanese and the Eurozone markets versus the U.S. even more if the dollar experiences another upleg. We expect the dollar to appreciate by 10% in trade-weighted terms. A 10% broad-based dollar appreciation would trim EPS growth by 2½ percentage points, although most of this would occur in 2018 due to lags (Chart I-8). Eurozone and Japanese EPS growth would receive a lift of 2 and ½ percentage points, respectively, as their currencies depreciate versus the dollar. Chart I-7Currency Impact On EPS Growth Chart I-8A 10% Dollar Rise Would Trim Profits Finally, the fact that profits in Japan and the Eurozone are more leveraged to overall economic growth than in the U.S. gives the former two markets the edge as global industrial production continues to recover this year and into 2018. Japanese and Eurozone equity market indexes also have a higher beta with respect to the global equity index. The implication is that we remain overweight these two markets relative to the U.S. on a currency hedged basis. Lofty Expectations Even though the message from our EPS models is upbeat, our forecasts still fall short of bottom-up estimates for 2017. Is this a risk for the equity market, especially in the U.S. where valuations are stretched? Investors are well aware that bottom-up estimates are perennially optimistic. Table I-1 compares the beginning-of-year EPS growth estimate with the actual end-of-year outcome for 2007-2016. Not surprisingly, bottom-up analysts massively missed the mark in the recession. But even outside of 2008, analysts significantly over-estimated earnings in seven out of nine years. Despite this, the S&P 500 rose sharply in most cases. One exception was 2015, when the S&P 500 fell by 0.7%. Plunging oil and material prices contributed to an EPS growth "miss" of seven percentage points. Chart I-9 highlights that the level of the 12-month forward EPS estimate fell that year, unlike in the other years since the Great Recession. Valuations are more demanding today than in the past, but the message is that attaining bottom-up EPS year-end estimates is less important for the broad market than the trend in 12-month forward estimates (which remains up at the moment). Chart I-9S&P 500 Follows ##br##12-month Forward EPS The bottom line is that the backdrop is constructive for equities even if the Republicans are unable to push through any fiscal stimulus. In fact, it may be better for the stock market in the medium term if the GOP fails to pass any meaningful legislation. The U.S. economy does not need any demand stimulus at the moment (although measures to boost the supply side of the economy would help lift profits over the long term). The current long-in-the-tooth U.S. expansion is likely to stretch further in the absence of stimulus, extending the moderate growth/low inflation/low interest rate backdrop that has been positive for risk assets in recent years. The Fed's Balance Sheet: It's Diet Time The minutes from the May FOMC meeting reiterated that policymakers plan to begin scaling back on reinvesting the proceeds of its maturing securities of Treasurys and MBS by the end of the year. The Fed is leaning toward a gradual tapering of reinvestment in order to avoid shocking the bond market. Still, investors are rightly concerned about the potential impact of the balance sheet runoff, especially given that memories of the 2013 "taper tantrum" are still fresh. Chart I-10 presents a forecast for the flow of Treasurys available to the private sector, taking into consideration the supply that is absorbed by foreign official institutions and by the Fed. The bottom panel shows a similar calculation for the aggregate supply of government bonds from the U.S., Japan, the Eurozone and the U.K. While the supply of Treasurys has been positive since 2012, the net flow has been negative for these four economies as a whole because of aggressive quantitative easing programs. This year will see the largest contraction in the supply of government bonds available to the private sector, at US$800 billion. The flow will become less negative in 2018 even if the Fed were to keep its balance sheet unchanged (mostly due to assumed ECB tapering). If the Fed goes ahead with its balance sheet reduction plan, the net supply of government bonds from the major economies will move slightly into positive territory for the first time since 2014. There is disagreement among academics about whether quantitative easing (QE) directly depressed bond yields by restricting the supply of high-quality fixed income assets, or whether the impact on yields was solely via the "signaling effect" for the path of future short rates. Either way, balance sheet runoff will likely have some impact on bond yields. A good starting point is to employ an empirical estimate of the impact of QE. The IMF has modeled long-term Treasury yields based on a number of economic and financial variables and the stock of assets held by the Fed as a share of GDP. Just for exposition purposes, let us take an extreme example and assume that the Fed simply terminates all re-investment as of January 2018 (i.e. the runoff is not tapered). In this case, the amount of bank reserves held at the Fed would likely evaporate by 2021. This represents a contraction of roughly 10 percentage points of GDP (Chart I-11). Applying the IMF interest rate model's coefficient of -0.09, it implies that long-term Treasury yields and mortgage rates would rise by 90 basis points from the "portfolio balance" effect alone. Chart I-11Fed Balance Sheet Runoff Scenario However, it is more complicated than that. The impact on yields is likely to be tempered by two factors: The balance sheet may never fully revert to historic norms relative to GDP. Some academic experts are recommending that the Fed maintain a fairly large balance sheet by historical standards because of the need in financial markets for short-term, risk-free assets that would diminish if there are fewer excess bank reserves available. Banks, for example, are required by regulators to hold more high-quality assets than they did in the pre-Lehman years. As the FOMC dials back monetary stimulus it will be concerned with overall monetary conditions, including short-term rates, long-term rates and the dollar. If long-term rates and/or the dollar rise too quickly, policymakers will moderate the pace of rate hikes and use forward guidance to talk down the long end of the curve so as to avoid allowing financial conditions to tighten too quickly. Thus, the path of short-term rates is dependent on the dollar and the reaction of the long end of the curve. It is difficult to estimate how it will shake out, but a recent report from the Federal Reserve Bank of Kansas City estimated that a $675 billion reduction in the size of the Fed's balance sheet is equivalent to a 25 basis point increase in the fed funds rate (although the authors admit that the confidence band around this estimate is extremely wide).4 We expect that the impact of runoff alone will be much less than the 90 basis point estimate discussed above. Still, the combination of balance sheet shrinkage and Fed rate hikes will lead to higher bond yields than are currently discounted in the market. Fed Outlook: Mostly About Inflation The May FOMC minutes confirmed that the FOMC is "looking through" the soft economic data in the first quarter, chalking it up to temporary factors such as shifts in inventories. They are also inclined to believe that the moderation in core CPI inflation in recent months is temporary. The message is that policymakers remain on track to deliver two more rate hikes this year, in line with the 'dot plot' forecast. The market is pricing almost a 100% chance of a June rate hike. However, less than two full rate hikes are expected over the next year, which is far too benign in our view. Investors have been quick to conclude that recent economic data have convinced Fed officials to shift from a "gradual" pace of rate hikes to a "glacial" pace. Treasurys rallied on this shift in Fed expectations and a decline in long-term inflation expectations. The 10-year TIPS breakeven inflation rate has dropped to about 1.8%, the lowest level since before the U.S. election. This appears to us that the bond market over-reacted to the drop in core CPI inflation from 2.2% in February to 1.9% in April. The evolution of actual inflation will be critical to the outlook for the Fed and Treasury yields in the coming months. Our U.S. fixed-income strategists have simulated a traditional Phillips Curve model of inflation (Chart I-12).5 The model projects that core PCE inflation will reach 2.1% by December, even assuming no change in the unemployment rate or the trade-weighted dollar. Inflation ends the year not far below the 2% target even in an alternative scenario in which we assume that the dollar appreciates and that the full-employment level of unemployment is lower than the Fed currently assumes. Chart I-12U.S. Inflation Should End Year At 2% Thus, the trend in inflation should reinforce the FOMC's bias to keep tightening policy, forcing the bond market to reassess the pace of rate hikes discounted in the curve. That said, if we are wrong and inflation does not trend higher in the next 3-4 months, then it is the FOMC that will be forced to reassess and our short duration recommendation will probably not pan out on a six month horizon. Longer-term, last month's Special Report highlighted that we have reached an inflection point in some of the structural forces that have depressed bond yields. This month's Special Report, beginning on page 20, builds on that theme with a look at the impact of technological progress on equilibrium bond yields. With respect to credit spreads, the state of nonfinancial corporate sector balance sheets and the overall stance of monetary policy will continue to be the main drivers of the credit cycle. If unwinding the balance sheet leads to a premature tightening of financial conditions, then the Fed will proceed more slowly on rate hikes. The crucial indicator to watch is core PCE inflation. Credit spreads will remain fairly well contained until core PCE inflation reaches the Fed's 2% target. At that point, the pace of monetary normalization will ramp up, putting spreads at risk of widening. Stay overweight corporate bonds within fixed income portfolios for now. While the Fed's balance sheet reduction by itself may not have a big impact on the dollar, we still believe the currency has more upside because of the divergence in the overall monetary policy stance between the U.S. on one side and the ECB and Bank of Japan (BoJ) on the other. The BoJ will hold the 10-year JGB near to zero for quite some time. The ECB will also not be in a position to tighten policy for an extended period, outside of removing negative short rates and tapering QE purchases a bit further in 2018. The euro has appreciated versus the dollar even as two-year real interest rate differentials have moved in favor of the dollar since the end of March. This divergence probably reflects euro short-covering following the market-friendly French election outcome. Next up are the two rounds of French legislative elections in June. Polls support the view that Macron's En Marche and the center-right Les Republicains will capture the vast majority of seats in the legislature. Such an election outcome would make possible the passage of genuine structural reforms that would suppress wage growth and make French exports more competitive. Investors may be shocked into pricing greater odds of Euro Area dissolution when Italy comes back into focus. In the meantime, we do not see any risk factors emanating from the Eurozone that could upset the global equity applecart in the near term. Moreover, the traditional relationship between the euro/USD exchange rate and 2-year real yield differentials should now re-establish. The implication is that the euro could reach parity before the next move is done. Dr. Copper? The recent setback in the commodity pits has added to investor angst regarding global growth momentum. The LMEX base metals index is up almost 25% on a year-ago basis, but has fallen by 5% since February (Chart I-13). From their respective peaks earlier this year, zinc and copper are down about 7-10%, nickel has dropped by 18% and iron ore has lost almost half of its value. Is the venerable "Dr. Copper" sending an important warning about world growth? Chart I-13What Are Commodities Telling Us? Some of our global leading economic indicators have edged lower this year, as we have discussed in previous reports. Nonetheless, the decline in base metals prices likely has more to do with other factors, such as an unwinding of the surge in speculative demand that immediately followed the U.S. election last autumn. Speculators may be disappointed by the lack of progress on Republican promises to cut taxes and boost infrastructure spending. The main story for base metals demand and prices, however, is the Chinese real estate sector. China accounts for roughly 50% of world consumption for each of the major metals. The Chinese authorities are trying to cool the property market and transition to a more consumer spending-oriented economy, thereby reducing the dependence on exports, capital spending and real estate as growth drivers. Fiscal policy tightened last year and new regulations were introduced to limit housing speculation. The effect of policy tightening can be seen in our Credit and Fiscal Spending Impulse indicator, which has been softening since mid-2016 (Chart I-14). The economy held up well last year, but the policy adjustment resulted in a peaking of the PMI at year-end. Growth in housing starts also appears to be rolling over. Both the PMI and housing starts are correlated with commodity prices. The good news is that BCA's China Investment Strategy service does not expect a major downshift in Chinese real GDP growth this year, which means that commodity import demand should rebound: The authorities wish to slow credit growth, but there is no incentive for the authorities to crunch the economy given that consumer price inflation is still low and the surge in producer price inflation appears to have peaked. Monetary conditions have tightened a little in recent months, but overall conditions are not restrictive. Both direct fiscal spending and infrastructure investment have picked up noticeably this year (Chart I-15). Finally, the PBoC re-started its Medium-Term Lending Facility and recently made the largest one-day cash injection into the financial system in nearly four months. Chart I-14China Is The Main Story ##br##For Base Metals Demand Chart I-15Direct Fiscal Spending And ##br##Infrastructure Have Picked Up Recently Export growth will continue to accelerate based on our model (not shown). The upturn in the profit cycle and firming output prices should boost capital spending. Robust demand will ensure that housing construction will continue to grow at a healthy pace. Households' home-buying intentions jumped to an all-time high last quarter. Tighter housing policies in major cities will prevent a massive boom, but this will not short-circuit the recovery in housing construction. Fading fears about a China meltdown may give commodities a lift later this year. Our commodity strategists are particularly positive on crude oil, as extended production cuts from OPEC and Russia outweigh the impact of surging shale production, allowing bloated inventories to moderate. In contrast, the backdrop is fairly benign for base metals. Our commodity strategists do not see the conditions for a major bull or bear phase on a 6-12 month horizon. Within commodity portfolios, they recommend a benchmark allocation to base metals, an underweight in agricultural products and an overweight in oil. From a broader perspective, our key message is that "Dr. Copper" is not signaling that global growth will soften significantly this year. Investment Conclusions: Accelerating corporate profit growth in the major advanced economies provides a healthy tailwind and suggests that stocks could perform well under a couple of different scenarios in the second half of 2017. If the rebound in U.S. economic growth from the poor first quarter is unimpressive and it appears that Congress will be sidetracked by political turmoil in the White House, then the S&P 500 should benefit from the 'goldilocks' combination of healthy profit growth, low bond yields, an accommodative Fed and a soft dollar. If, instead, U.S. growth rebounds strongly and Congress makes progress on the broad outline of a tax reform bill over the summer months, then stocks should benefit from the prospect of stronger growth in 2018. Rising bond yields and a firmer dollar would provide some offset for stocks, but would not derail the equity bull market as long as inflation remains below the Fed's target. Our model suggests that U.S. inflation will remain below-target for the next several months, but could be near 2% by year end. This scenario would set the stage for a more aggressive Fed in 2018, a surge in the dollar and possibly a bear market in risk assets next year. We are therefore comfortable in predicting that the stock-to-bond total return ratio will continue to rise for at least the remainder of this year. The tough part relates to bond yields and the dollar, since the above two scenarios have very different implications for these two asset classes. Our base case is closer to the second scenario, such that we remain below benchmark in duration and long the dollar. That said, much depends on the evolution of U.S. core inflation and U.S. politics. Both are particularly difficult to forecast. A failure for core PCE inflation to pick up in the next 3-4 months and/or continuing political scandals in Washington would force us to reconsider our asset allocation. Of course, there are other risks to consider, including growing mercantilism in the U.S., Sino-American tensions and North Korea. At the top of the list are China and Italy. (1) China China remains our geopolitical strategists' top pick as the catalyst most likely to scuttle our upbeat view on global risk assets in 2017.6 Our base case assumption is that policymakers will not enact wide-scale financial sector reform, which would entail a surge in realized non-performing loans and bankruptcies and defaults, ahead of the Fall Party Congress. The regulatory crackdown so far seems merely to keep the financial sector in check for a while. The government has already stepped back somewhat in the face of the liquidity squeeze, and fiscal policy has been loosened (as mentioned above). All of the key Communist Party statements have emphasized that stability remains a priority. Nonetheless, it may be difficult for the authorities to manage the deleveraging process given nose-bleed levels of private-sector leverage. Politicians could misjudge the fragility of the financial system and investors might front-run the reform process, sending asset prices down well in advance of policy implementation. (2) Italy We have flagged the next Italian election as a key risk for markets because of polls showing that voters have become disillusioned with the euro. It appeared that an election would not take place until 2018, and we have downplayed European elections as a risk factor for 2017. However, the 5-Star Movement has now backed a proportional electoral system, which raises the chances of an autumn election in Italy. This would obviously spark turbulence in financial markets in the months leading up to the event. Turning to emerging markets, the pickup in global growth and a modest bounce in commodity prices would support this asset class. However, our view that the dollar is headed higher on the back of Fed rate hikes keeps us from getting too excited about EM stocks, bonds or currencies. Our other recommendations include the following: Within global government bond portfolios, overweight JGBs and underweight Treasurys. Gilts and core Eurozone bonds are at benchmark. Underweight the periphery of Europe. Overweight European and Japanese equities versus the U.S. on a currency-hedged basis. Overweight the dollar versus the other major currencies. Overweight small caps stocks versus large in the U.S. market. Stay exposed to oil-related assets, and favor oil to base metals within commodity portfolios. Mark McClellan Senior Vice President The Bank Credit Analyst May 31, 2017 Next Report: June 29, 2017 1 Please see BCA Geopolitical Strategy Special Report, "Break Glass In Case Of Impeachment," dated May 7, 2017, available at gps.bcaresearch.com 2 Please see The Bank Credit Analyst, "Overview," April 017, available at bca.bcaresearch.com 3 Currency shifts affect earnings with a lag, which in captured by our models. 4 Forecasting the Stance of Monetary Policy Under Balance Sheet Adjustments. The Macro Bulletin, Federal Reserve Bank of Kansas City. Troy Davig and A. Lee Smith. May 10, 2017. 5 Please see BCA U.S. Bond Strategy Weekly Report, "Two Challenges For U.S. Policymakers," dated May 23, 2017, available at usbs.bcaresearch.com 6 Please see BCA Geopolitical Strategy Weekly Report, "Northeast Asia: Moonshine, Militarism, And Markets ," dated May 24, 2017, available at gps.bcaresearch.com II. Is Slow Productivity Growth Good Or Bad For Bonds? This month's Special Report was written by Peter Berezin, Chief Global Strategist for BCA's Global Investment Strategy Service. The report is a companion piece to last month's Special Report, which argued that some of the structural factors that have depressed global interest rates are at an inflection point. These factors include demographic trends and the integration of China's massive labor supply into the global economy. Peter's report focuses on technology's impact on bond yields. He presents the non-consensus view that slow productivity growth likely depresses interest rates at the outset, but will lead to higher rates later on. Not only could sluggish productivity growth lead to higher inflation, it could also deplete national savings. Both factors would be bond bearish, reinforcing the other factors discussed in last month's Special Report. I trust that you will find the report as insightful and educational as I did. Mark McClellan Productivity growth has declined in most countries. This appears to be a structural problem that will remain with us for years to come. In theory, slower productivity growth should reduce the neutral rate of interest, benefiting bonds in the process. In reality, countries with chronically low productivity growth typically have higher interest rates than faster growing economies. The passage of time helps account for this seeming paradox: Slower productivity growth tends to depress interest rates at the outset, but leads to higher rates later on. The U.S. has reached an inflection point where weak productivity growth is starting to push up both the neutral real rate and inflation. Other countries will follow. The implication for investors is that government bond yields have begun a long-term secular uptrend. The market is not at all prepared for this. Slow Productivity Growth: A Structural Problem Productivity growth has fallen sharply in most developed and emerging economies (Chart II-1). As we argued in "Weak Productivity Growth: Don't Blame The Statisticians," there is little compelling evidence that measurement error explains the productivity slowdown.1 Yes, the unmeasured utility accruing from free internet services is large, but so was the unmeasured utility from antibiotics, indoor plumbing, and air conditioning. No one has offered a convincing explanation for why the well-known problems with productivity calculations suddenly worsened about 12 years ago. If mismeasurement is not responsible for the productivity slowdown, what is? Cyclical factors have undoubtedly played a role. In particular, lackluster investment spending has curtailed the growth in the capital stock (Chart II-2). This means that today's workers have not benefited from the improvement in the quality and quantity of capital to the same extent as previous generations. Chart II-2The Great Recession Hit ##br##Capital Stock Accumulation However, the timing of the productivity slowdown - it began in 2004-05 in most countries, well before the financial crisis struck - suggests that structural factors have been key. These include: Waning gains from the IT revolution. Recent innovations have focused more on consumers than businesses. As nice as Facebook and Instagram are, they do little to boost business productivity - in fact, they probably detract from it, given how much time people waste on social media these days. The rising share of value added coming from software relative to hardware has also contributed to the decline in productivity growth. Chart II-3 shows that productivity gains in the latter category have been much smaller than in the former. Slower human capital accumulation. Globally, the fraction of adults with a secondary degree or higher is increasing at half the pace it did in the 1990s (Chart II-4). Educational achievement, as measured by standardized test scores in mathematics and science, is edging lower in the OECD, and is showing very limited gains in most emerging markets (Chart II-5). Test scores tend to be much lower in countries with rapidly growing populations (Chart II-6). Consequently, the average level of global mathematical proficiency is now declining for the first time in modern history. Chart II-3The Shift Towards Software ##br##Has Dampened IT Productivity Gains Decreased creative destruction. The birth rate of new firms in the U.S. has fallen by half since the late 1970s and is now barely above the death rate (Chart II-7). In addition, many firms in advanced economies are failing to replicate the best practices of industry leaders. The OECD reckons that this has been a key reason for the productivity slowdown.2 Chart II-7Secular Decline In U.S. Firm Births Productivity Growth And Interest Rates Investors typically assume that long-term interest rates will converge to nominal GDP growth. All things equal, this implies that faster productivity growth should lead to higher interest rates. Most economic models share this assumption - they predict that an acceleration in productivity growth will raise the rate of return on capital and incentivize households to save less in anticipation of faster income gains.3 Both factors should cause interest rates to rise. The problem is that these theories do not accord with the data. Chart II-8 shows that interest rates are far higher in regions such as Africa and Latin America, which have historically suffered from chronically weak productivity growth. In contrast, rates are lower in regions such as East Asia, which have experienced rapid productivity growth. One sees the same negative correlation between interest rates and productivity growth over time in developed economies. In the U.S., for example, interest rates rose rapidly during the 1970s, a decade when productivity growth fell sharply (Chart II-9). Chart II-9U.S. Interest Rates Soared In The ##br##1970s While Productivity Swooned Two Reasons Why Slower Productivity Growth May Lead To Higher Interest Rates There are two main reasons why slower productivity growth may lead to higher nominal interest rates over time: Slower productivity growth may eventually lead to higher inflation; Slower productivity growth may deplete national savings, thereby raising the neutral real rate of interest. We discuss each reason in turn. Reason #1: Slower Productivity Growth May Fuel Inflation Most economists agree that chronically weak productivity growth tends to be associated with higher inflation. Even Janet Yellen acknowledged as much, noting in a 2005 speech that "the evidence suggests that the predominant medium-term effect of a slowdown in trend productivity growth would likely be higher inflation."4 In theory, the causation between productivity and inflation can run in either direction: Weak productivity gains can fuel inflation while high inflation can, in turn, undermine growth. With respect to the latter, economists have focused on three channels: First, higher inflation may make it difficult for firms to distinguish between relative and absolute price shocks, leading to suboptimal resource allocation. Second, higher inflation may stymie capital accumulation because investors typically pay capital gains taxes even when the increase in asset values is entirely due to inflation. Third, high inflation may cause households and firms to waste time and effort on economizing their cash holdings. There are also several ways in which slower productivity growth can lead to higher inflation. For example, sluggish productivity growth may increase the likelihood that a country will be forced to inflate its way out of any debt problems. In addition, central banks may fail to recognize structural declines in productivity growth in real time, leading them to keep interest rates too low in the errant belief that weak GDP growth is due to inadequate demand when, in fact, it is due to insufficient supply. There is strong evidence that this happened in the U.S. in the 1970s. Chart II-10 shows that the Fed consistently overestimated the size of the output gap during that period. Chart II-10The Fed Continuously Overstated The ##br##Magnitude Of Economic Slack In The 1970s Reason #2: Slower Productivity Growth May Deplete National Savings, Leading To A Higher Neutral Real Rate Imagine that you have a career where your real income is projected to grow by 2% per year, but then something auspicious happens that leads you to revise your expected annual income growth to 20%. How do you react? If you are like most people, your initial inclination might be to celebrate by purchasing a new car or treating yourself to a lavish vacation. As such, your saving rate is likely to fall at the outset. However, as the income gains pile up, you might find yourself running out of stuff to buy, resulting in a higher saving rate. This is particularly likely to be true if you grew up poor and have not yet acquired a taste for conspicuous consumption. Now consider the opposite case: One where you realize that your income will slowly contract over time as your skills become increasingly obsolete. The logic above suggests that your immediate reaction will be to hunker down and spend less - in other words, your saving rate will rise. However, as time goes by and the roof needs to be changed and the kids sent off to college, you may find it hard to pay the bills - your saving rate will then fall. The same reasoning applies to economy-wide productivity growth. When productivity growth increases, household savings are likely to decline as consumers spend more in anticipation of higher incomes. Meanwhile, investment is likely to rise as firms move swiftly to expand capacity to meet rising demand for their products. The combination of falling savings and rising investment will cause real rates to increase. As time goes by, however, it may become increasingly difficult for the economy to generate enough incremental demand to keep up with rising productive capacity. At that point, real rates will begin falling. The historic evidence is consistent with the notion that higher productivity growth causes savings to fall at the outset, but rise later on. Chart II-11 shows that East Asian economies all had rapid growth rates before they had high saving rates. China is a particularly telling example. Chinese productivity growth took off in the early 1990s. Inflation accelerated over the subsequent years, while the country flirted with current account deficits - both telltale signs of excess demand. It was not until a decade later that the saving rate took off, pushing the current account into a large surplus, even though investment was also rising at the time (Chart II-12). Chart II-11Asian Tigers: Growth Took Off First, ##br##Followed By Higher Savings Chart II-12China: Productivity Growth Accelerated, ##br##Then Savings Rate Took Off Today, Chinese deposit rates are near rock-bottom levels, and yet the household sector continues to save like crazy. This will change over time. The working-age population has peaked (Chart II-13). As millions of Chinese workers retire and begin to dissave, aggregate household savings will fall. Meanwhile, Chinese youth today have no direct memory of the hardships that their parents endured. As happened in Korea and Japan, the flowering of a consumer culture will help bring down the saving rate. Meanwhile, sluggish income growth in the developed world will make it difficult for households to save much. Population aging will only exacerbate this effect. As my colleague Mark McClellan pointed out in last month's edition of the Bank Credit Analyst, elderly people in advanced economies consume more than any other age cohort once government spending for medical care on their behalf is taken into account (Chart II-14).5 Our estimates suggest that population aging will reduce the household saving rate by five percentage points in the U.S. over the next 15 years (Chart II-15). The saving rate could fall as much as ten points in Germany, leading to the evaporation of the country's mighty current account surplus. As saving rates around the world begin to fall, real interest rates will rise. Chart II-13China's Very High Rate Of National Savings ##br##Will Face Pressure From Demographics Chart II-15Aging Will Reduce ##br##Aggregate Savings The Two Reasons Reinforce Each Other The discussion above has focused on two reasons why chronically low productivity growth could lead to higher interest rates: 1) weak productivity growth could fuel inflation; and 2) weak productivity growth could deplete national savings, leading to higher real rates. There is an important synergy between these two reasons. Suppose, for example, that weak productivity growth does eventually raise the neutral real rate. Since central banks cannot measure the neutral rate directly and monetary policy affects the economy with a lag, it is possible that actual rates will end up below the neutral rate. This would cause the economy to overheat, resulting in higher inflation. Thus, if the first reason proves to be true, it is more likely that the second reason will prove to be true as well. The Technological Wildcard So far, we have discussed productivity growth in very generic terms - as basically anything that raises output-per-hour. In reality, the source of productivity gains can have a strong bearing on interest rates. Economists describe innovations that raise the demand for labor relative to capital goods as being "capital saving." Paul David and Gavin Wright have argued that the widespread adoption of electrically-powered processes in the early 20th century serves as "a textbook illustration of capital-saving technological growth."6 They note that "Electrification saved fixed capital by eliminating heavy shafts and belting, a change that also allowed factory buildings themselves to be more lightly constructed." In contrast, recent technological innovations have tended to be more of the "labor saving" than "capital saving" variety. Robotics and AI come to mind, but so do more mundane advances such as containerization. Marc Levinson has contended that the widespread adoption of "The Box" in the 1970s completely revolutionized international trade. Nowadays, huge cranes move containers off ships and place them onto waiting trucks or trains. Thus, the days when thousands of longshoremen toiled in the great ports of Baltimore and Long Beach are gone.7 If technological progress is driven by labor-saving innovations, real wages will tend to grow more slowly than overall productivity (Chart II-16). In fact, if technological change is sufficiently biased in favour of capital (i.e., if it is extremely "labor saving"), real wages may actually decline in absolute terms (Chart II-17). Owners of capital tend to be wealthier than workers. Since richer people save more of their income than poorer people, the shift in income towards the former will depress aggregate demand (Chart II-18). This will result in a lower neutral rate. Chart II-16U.S.: Real Wages Have Been ##br##Lagging Productivity Gains Chart II-18Savings Heavily Skewed ##br##Towards Top Earners It is difficult to know if the forces described above will dissipate over time. Productivity growth is largely a function of technological change. We like to think that we are living in an era of unprecedented technological upheavals, but if productivity growth has slowed, it is likely that the pace of technological innovation has also diminished. If so, the impact that technological change is having on such things as the distribution of income and global savings - and by extension on interest rates - could become more muted. To use an analogy, the music might remain the same, but the volume from the speakers could still drop. Capital In A Knowledge-Based Economy Chart II-19Falling Capital Goods Prices Have Allowed ##br##Companies To Slash Capex Budgets Labor-saving technological change has not been the only force pushing down interest rates. Modern economies are transitioning away from producing goods towards producing knowledge. Companies such as Google, Apple, and Amazon have thrived without having to undertake massive amounts of capital spending. This has left them with billions of dollars in cash on their balance sheets. The price of capital goods has also tumbled over the past three decades, allowing companies to cut their capex budgets (Chart II-19). In addition, technological advances have facilitated the emergence of "winner-take-all" industries where scale and network effects allow just a few companies to rule the roost (Chart II-20). Such market structures exacerbate inequality by shifting income into the hands of a few successful entrepreneurs and business executives. As noted above, this leads to higher aggregate savings. Market structures of this sort could also lead to less aggregate investment because low profitability tends to constrain capital spending by second- or third-tier firms, while the worry that expanding capacity will erode profit margins tends to constrain spending by winning companies. The combination of higher savings and decreased investment results in a lower neutral rate. As with labor-saving technological change, it is difficult to know how these forces will evolve over time. The growth of winner-take-all industries has benefited greatly from globalization. Globalization, however, may be running out of steam. Tariffs are already extremely low in most countries, while the gains from further breaking down the global supply chain are reaching diminishing returns (Chart II-21). Perhaps more importantly, political pressures for greater income distribution, trade protectionism, and stronger anti-trust measures are likely to intensify. If that happens, it may be enough to reverse some of the downward pressure on the neutral rate. Chart II-21The Low-Hanging Fruits Of ##br##Globalization Have Been Picked Investment Conclusions Is slow productivity growth good or bad for bonds? The answer is both: Slow productivity growth is likely to depress interest rates at the outset, but is liable to lead to higher rates later on. The U.S. has likely reached the inflection point where slow productivity is going from being a boon to a bane for bonds. Chart II-22 shows that the U.S. output gap would be over 8% of GDP had potential GDP grown at the pace the IMF projected back in 2008. Instead, it is close to zero and will likely turn negative if growth remains over 2% over the next few quarters. Other countries are likely to follow in the footsteps of the U.S. Chart II-22Output Gap Has Narrowed ##br##Thanks To Lower Potential Growth To be clear, productivity is just one of several factors affecting interest rates - demographics, globalization, and political decisions being others. However, as we argued in our latest Strategy Outlook, these forces are also shifting in a more inflationary direction.8 As such, fixed-income investors with long-term horizons should pare back duration risk and increase allocations to inflation-linked securities. Peter Berezin, Chief Global Strategist Global Investment Strategy 1 Please see Global Investment Strategy Special Report, "Weak Productivity Growth: Don't Blame The Statisticians," dated March 25, 2016, available at gis.bcaresearch.com. 2 Dan Andrews, Chiara Criscuolo, and Peter N. Gal,"The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers, No. 5 (November 2016). 3 Consider the widely-used Solow growth model. The model says that the neutral real rate, r, is equal to (a/s) (n + g + d), where a is the capital share of income, s is the saving rate, n is labor force growth, g is total factor productivity growth, and d is the depreciation rate of capital. All things equal, an increase in g will result in a higher equilibrium real interest rate. The same is true in the Ramsey model, which goes a step further and endogenizes the saving rate within a fully specified utility-maximization framework. In this model, consumption growth is pinned down by the so-called Euler equation. Assuming that utility can be described by a constant relative risk aversion utility function, the Euler equation states that consumption will grow at (r-d)/h where d is the rate at which households discount future consumption and h is a measure of the degree to which households want to smooth consumption over time. In a steady state, consumption increases at the same rate as GDP, n+g. Rearranging the terms yields: r=(n+g)h+d. Notice that both models provide a mechanism by which a higher g can decrease r. In the Solow model, this comes from thinking about the saving rate not as an exogenous variable, but as something that can be influenced by the growth rate of the economy. In particular, if s rises in response to a higher g, r could fall. Likewise, in the Ramsey model, a higher g could make households more willing to forgo consumption today in return for higher consumption tomorrow (equivalent to a decrease in the rate of time preference, d). This, too, would translate into a lower neutral rate. 4 Janet L. Yellen, "The U.S. Economic Outlook," Presentation to the Stanford Institute of Economic Policy Research, February 11, 2005. 5 Please see The Bank Credit Analyst, "Beware Inflection Points In The Secular Drivers Of Global Bonds," April 28, 2017, available at bca.bcaresearch.com. 6 Paul A. David, and Gavin Wright,"General Purpose Technologies And Surges In Productivity: Historical Reflections On the Future Of The ICT Revolution," January 2012. 7 Marc Levinson, "The Box: How the Shipping Container Made the World Smaller and the World Economy Bigger," Princeton University Press, 2006. 8 Please see Global Investment Strategy, "Strategy Outlook Second Quarter 2017: A Three-Act Play," dated March 31, 2017, available at gis.bcaresearch.com. III. Indicators And Reference Charts The breakout in the S&P 500 above 2400 in May has further stretched valuation metrics. Measures such as the Shiller P/E and price/book are elevated relative to past equity cycles. The price/sales ratio is in a steep rise too. However, our U.S. Composite valuation metric, which takes into consideration 11 different measures of value, is still a little below the one sigma level that marks significant overvaluation. This is because our composite indicator includes valuation measures that take into account the low level of interest rates. Of course, these measures will not look as favorable when rates finally rise. Technically, the U.S. equity market has upward momentum. Our Equity Monetary Indicator has remained around the zero line, meaning that it is not particularly bullish or bearish at the moment. Our Speculation Index is high, pointing to froth in the market. The high level of our Composite Sentiment Index and low level of the VIX speaks to the level of investor complacency. The U.S. net revisions ratio jumped higher this month, and it is bullish that the earnings surprise index advanced again. Our U.S. Willingness-to-Pay (WTP) indicator continues to send a positive message for the S&P 500, although it is now so elevated that it suggests that there could be little "dry powder" left to buy the market. This indicator tracks flows, and thus provides information on what investors are actually doing, as opposed to sentiment indexes that track how investors are feeling. Investors often say they are bullish but remain conservative in their asset allocation. The widening gap between the U.S. WTP and that of Japan and Europe highlights that recent flows have favored the U.S. market relative to the other two. Looking forward, this means that there is more "dry powder" available to buy the Japanese and European markets. A rise in the WTPs for these two markets in the coming months would signal that a rotation into Europe and Japan is taking place. It is disconcerting that our Europe WTP suffered a pull-back over the past month. Nonetheless, we believe that accelerating corporate profit growth in the major advanced economies provides a strong tailwind and suggests that stocks remain in a window in which they will outperform bonds. U.S. bond valuation is hovering close to fair value. However, we believe that fair value itself is moving higher as we have reached an inflection point in some of the structural forces that have depressed bond yields. We also believe that the combination of Fed balance sheet shrinkage and rate hikes will lead to higher bond yields than are currently discounted in the market. Technically, our composite indicator has touched the zero line, clearing the way for the next leg of the bond bear market. The dollar is very expensive on a PPP basis, although it is less so by other measures. Technically, the dollar has shifted down this year, crossing the 200-day moving average. That said, according to our dollar technical indicator, overbought conditions have been totally worked off, suggesting that the currency is clear to move higher if Fed rate expectations shift up as we expect. Moreover, we believe that policy divergence in the overall monetary policy stance between the U.S. on one side and the ECB and BoJ on the other will push the dollar higher. EQUITIES: Chart III-1U.S. Equity Indicators Chart III-2Willingness To Pay For Risk Chart III-3U.S. Equity Sentiment Indicators Chart III-4U.S. Stock Market Valuation Chart III-5U.S. Earnings Chart III-6Global Stock Market And ##br##Earnings: Relative Performance Chart III-7Global Stock Market And ##br##Earnings: Relative Performance FIXED INCOME: Chart III-8U.S. Treasurys And Valuations Chart III-9U.S. Treasury Indicators Chart III-10Selected U.S. Bond Yields Chart III-1110-Year Treasury Yield ComponentsChart III-12U.S. Corporate Bonds And Health Monitor Chart III-13Global Bonds: Developed Markets Chart III-14Global Bonds: Emerging Markets CURRENCIES: Chart III-15U.S. Dollar And PPP Chart III-16U.S. Dollar And Indicator Chart III-17U.S. Dollar Fundamentals Chart III-18Japanese Yen Technicals Chart III-19Euro Technicals Chart III-20Euro/Yen Technicals Chart III-21Euro/Pound Technicals COMMODITIES: Chart III-22Broad Commodity Indicators Chart III-23Commodity Prices Chart III-24Commodity Prices Chart III-25Commodity Sentiment Chart III-26Speculative Positioning ECONOMY: Chart III-27U.S. And Global Macro Backdrop Chart III-28U.S. Macro Snapshot Chart III-29U.S. Growth Outlook Chart III-30U.S. Cyclical Spending Chart III-31U.S. Labor Market Chart III-32U.S. Consumption Chart III-33U.S. Housing Chart III-34U.S. Debt And Deleveraging Chart III-35U.S. Financial Conditions Chart III-36Global Economic Snapshot: Europe Chart III-37Global Economic Snapshot: China EQUITIES:FIXED INCOME:CURRENCIES:COMMODITIES:ECONOMY:

Highlights EM EPS has recovered, supporting the current rally. However, forward-looking indicators portend a reversal and potential renewed contraction in EM EPS. BCA's Emerging Markets Strategy team has a more pessimistic outlook than the BCA house view, which is upbeat on the prospects for China's capex growth and commodity prices. The ongoing liquidity tightening in China amid lingering credit excesses is bound to produce major negative growth surprises. The authorities will reverse the ongoing monetary tightening only if the pain on the ground becomes visible or the economic data deteriorates significantly. Financial markets will sell off considerably in advance. In Chile, take profits on the receiving 3-year swap rate trade; stay neutral on this bourse within an EM equity portfolio. Feature EM Profit Recovery: How Enduring? EM equities have not only advanced in absolute terms but have also outperformed developed market (DM) share prices considerably since early this year. This outperformance has been rationalized by a recovery in EM earnings per share (EPS). Indeed, EM EPS has revived briskly in recent months (Chart I-1A). Chart I-1AEM/China Profits Growth To Roll Over (I) Chart I-1BEM/China Profits Growth To Roll Over (II) For this rally to continue, EM EPS would need to continue to expand further. We do not expect this. On the contrary, our bet is that EM EPS growth will slow considerably later this year and most likely contract in early 2018. Our basis is that the growth (first derivative) and impulse (second derivative) of EM & Chinese narrow money (M1) has in the past led their respective profit cycle (Chart I-1A and Chart I-1B). If these relationships hold and EM EPS growth dwindles later this year, EM share prices should begin to sense it now, and start falling back very soon. Interestingly, EM EPS net revisions have failed to rise above the zero line despite the recent rebound in profits (Chart I-2, top panel). This is in contrast to DM EPS net revisions, which have surged well above zero (Chart I-2, middle panel). As a result, recent EM relative outperformance against their DM peers has occurred despite the drop in relative net EPS revisions (Chart I-2, bottom panel). This presages EM equity analysts are not revising upward their forward estimates for EM EPS, despite the ongoing rally in share prices. This is extremely puzzling (and rare) and may be a reflection of recent weakness in commodities prices - or the fact that expectations for EM EPS growth were already elevated. We do not place much emphasis on analysts' EPS revisions because the latter swing with stock prices - they have zero forecasting power for share prices. We highlight this fact simply to counter the common market narrative that EM corporate earnings growth expectations are improving, driving EM bourses higher. Bottom Line: EM EPS has recovered, supporting the current rally. However, forward-looking indicators portend a reversal and potential renewed contraction in EM EPS nine months ahead. Importantly, EM equity prices relative to DM shares are at a major technical juncture (Chart I-3). A decisive breakout would be a very bullish technical signal, whereas a failure to break out would be an important warning sign. We continue to bet on the latter. Chart I-2EPS Net Revisions: EM And DM Chart I-3Relative Equity Performance: EM Versus DM China's Credit Cycle And Commodities Redux Our overarching theme has been and remains that China is tightening liquidity amid a lingering credit bubble. This cannot end well for financial markets that are exposed China's growth. Here we revisit our rationale for a credit slowdown in China and its impact on EM. Chinese interest rates have risen dramatically since last November across the entire yield curve. The 3-month interbank rate and AA- on-shore corporate bond yields both have risen by about 200 basis points since November 1, 2016. Monetary policy works with a time lag, and higher interest rates warrant a slowdown in credit growth (Chart I-4). In turn, it takes only a deceleration in credit growth for the credit impulse - the second derivative of outstanding credit - to turn negative. The falling credit and fiscal impulse will consequently lead to a relapse in Chinese import volumes and EM EPS (Chart 5), in turn weighing on commodity prices and non-commodity producing countries like Korea and partially Taiwan. Mainland import volumes contracted mildly in the second half of 2015, as demonstrated in Chart I-5. De facto, from the perspective of the rest of the world, China was in mild recession in late 2015. Not surprisingly, global risk assets in general, and particularly those exposed to China, tumbled. Chart I-4China: Higher Rates Point To##br## Negative Credit Impulse Chart I-5China's Credit Impulse Heralds ##br##Slowdown In Its Imports We expect China import volumes to shrink again by the end of this year or early next. Some sort of replay of 2015 is a real possibility. The broad-based yet mild selloff in commodities since early this year (Chart I-6) amid weakness in the U.S. dollar exchange rate gives us confidence in our view. Chart I-6ABroad-Based Selloff In Commodities (I) Chart I-6BBroad-Based Selloff In Commodities (II) Our colleagues at BCA have attributed the selloff in commodities this year to deleveraging in China's shadow banking system, and to traders worldwide closing their long positions. They expect an improving commodities supply-demand balance to support prices going forward. It makes sense to us to explain the selloff in commodities as having been caused by deleveraging in China's shadow banking system. Yet to be consistent, we should also acknowledge that the rally in commodities last year was to a large extent driven by the same forces in reverse: non-commercial buyers (investors) buying commodities both in China and elsewhere. In short, this signifies there was little improvement in worldwide commodities demand last year. In 2016, rising commodities prices provided a significant boost to commodity-producing countries and underlying corporate profits - and ultimately EM risk assets. The drop in commodities prices this year, if sustained, should lead to the opposite dynamic: income/profits among commodities countries/companies will drop. As such, falling commodities prices amid diminishing investor demand for commodities is bearish for EM risk assets. Where we differ from the majority of our colleagues at BCA is that we expect Chinese credit growth to decelerate, thereby weighing on its capital spending and depressing demand for commodities (please refer to Chart I-5). We have written extensively1 on this topic and will not fully rehash our view that China's annual credit growth will decelerate from the current 12% to somewhere around 8% in the next 12-18 months. In short, China's corporate and household credit-to-GDP ratio cannot rise indefinitely from an already high level of 225% of GDP. Credit growth will likely downshift to a level of sustainable nominal GDP growth, which is probably around 8%. Our main disagreement with our colleagues on structural issues is as follows: we believe China's credit excesses are not a natural outcome of the nation's high savings rate but rather the outcome of a speculative credit boom driven by high-risk behavior among creditors and debtors.2 Tightening liquidity amid such speculative excesses creates a very bearish backdrop for risk assets exposed to China's credit cycle. The bullish camp on China has recently pointed to a strong recovery in mainland nominal GDP growth, which in their view suggests that double-digit credit growth in China is not excessive (Chart I-7). However, such a surge in nominal GDP growth has been due to the GDP deflator rising from zero in the fourth quarter of 2015 to 5% in the first quarter of this year. Importantly, the swings in the GDP deflator almost perfectly correlate with the fluctuation in commodities prices (Chart I-8). This proves how much China's economy is exposed to commodities cycles and how much of nominal GDP swings are stipulated by resource price swings. Chart I-7China: Credit And ##br##Nominal GDP Growth Chart I-8China's GDP Deflator Is Very Sensitive##br## To Commodities Prices As commodities prices decline, China's GDP deflator, producer prices and nominal GDP growth will all dwindle. Thereby, China's underlying steady state nominal GDP growth is probably around 8% at best (5.5-6% real growth), with inflation of 2-2.5% (assuming flat commodities prices). If this is indeed the case, corporate and household credit growth of 12% entails a further build-up of leverage and an escalating non-public credit-to-GDP ratio, which already stands at 225% of GDP: corporate debt is 180% and household debt is at 45% of GDP. Bank loans account for 70%, while shadow (non-bank) funding channels (corporate bonds, trust products, entrusted loans, and banker's acceptance) constitute 30% of outstanding non-public credit or 65% of GDP. Both are growing at an annual rate of 11-12.5% (Chart I-9). On the whole, the share of shadow banking is non-trivial and its current growth pace is unsustainable amid ongoing regulatory tightening and rising interest rates. Furthermore, banks are themselves exposed to shadow banking as their claims on non-depository financial institutions have risen exponentially from RMB 3 trillion to RMB 27 trillion over the past five years. In regard to non-standard credit assets,3 our estimates are that banks' off-balance-sheet exposure is RMB 10 trillion compared with RMB 18.3 trillion of their balance-sheet non-standard credit assets. The off-balance-sheet credit exposure to non-standard credit assets is much larger for medium and small banks than the largest five (Table I-1). We discussed these issues in greater detail in our June 15, 2016 Special Report titled "Chinese Banks' Ominous Shadow". Chart I-9Bank Loans And Non-Bank (Shadow) Credit Growth With banks being forced by regulators to bring off-balance-sheet assets onto their balance sheets, their capital adequacy ratios will drop and their ability to sustain double-digit credit growth will be curtailed. Chart I-10Stay With Short Small / Long Large ##br##Banks Equity Trade The risks to medium and small banks is greater than to the large five banks. That is why we reiterate our recommendation from October 26, 2016 to short small banks versus large ones (Chart I-10). As a final note, we are often asked whether the government will provide a bail out if things deteriorate. Yes, we concur that policymakers will step in and backstop a financial system to preclude a systemic crisis. However, they are tightening now, and like the rest of us have little visibility. The authorities will meaningfully reverse the ongoing monetary tightening only if the pain on ground becomes visible or economic data deteriorate considerably. Financial markets will sell off materially in advance. Bottom Line: Investors should not be long China-plays, commodities and EM risk assets when mainland policy tightening is occurring amid lingering speculative credit excesses. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Strategy For Chilean Markets We recommended receiving 3-year swap rates on November 2, 2016 and this position has panned out with rates dropping by 30 basis points. We now recommend booking profits. The following has led us to conclude that the risk-reward profile of this position is no longer attractive: The improvement in narrow money (M1) growth points in a bottom in the economic activity indicator (Chart II-1). Mining production plunged amid the strikes in the world's largest copper producer Codelco (Chart II-2, top panel) and manufacturing production has also been contracting (Chart II-2, bottom panel). A period of improvement in mining and manufacturing output from a very low base is likely. Chart II-1Book Profits On Receiving ##br##3-Year Swap Rate Position Chart II-2Chile: Money And Economic##br## Activity Are Bottoming Out This will ameliorate overall business conditions and cause the central bank, at least for the time being, to halt the easing cycle. The pace of expansion in employment, wage growth, and consumer credit remains decent (Chart II-3). This will put a floor under household spending growth for now. Odds are that copper prices will decline meaningfully in the next nine months or so, which will cause the Chilean peso to depreciate. Although a depreciating currency will not to lead to materially higher interest rates in Chile, it will limit downside in local rate expectations. Finally, local 3-year swap rates and their spread over U.S. 3-year bond yields are extremely low from a historical perspective (Chart II-4). At this point, there is little value left in Chilean local rates. Chart II-3Chile's Mining And Manufacturing ##br##A Period Of Stabilization Ahead Chart II-4Chile: Consumer Spending##br## Is Holding Up Investment Conclusions Chart II-5Chilean Local Rates Spreads Over ##br##U.S. Treasurys: Not Much Value Left We do not expect the central bank to hike but the downside in local rates is limited for the time being. Take profits on the receiving 3-year swap rate trade. As to equities, the outlook for relative performance is balanced; we continue recommending a benchmark weight in Chile for dedicated EM equity portfolios. For absolute return investors, the risk-reward profile is not attractive because our profit margin proxy points to a relapse in corporate earnings (Chart II-5). Unit labor costs are rising faster than the core inflation rate, producing a profit margin squeeze (Chart II-5, bottom panel). Finally, we continue shorting the peso versus the U.S. dollar as a bet on lower copper prices. 1 Please refer to the Emerging Markets Strategy Special Reports titled, "Do Credit Bubbles Originate From High National Savings?", dated January 18, 2017, Misconceptions About China's Credit Excesses", dated October 26, 2016 and "China's Money Creation Redux And The RMB", dated November 23, 2016, available at ems.bcaresearch.com 2 Please refer to the Emerging Markets Strategy Special Reports titled, "The Great Debate: Does China Have Too Much Debt Or Too Much Savings?", dated March 23, 2017, "Do Credit Bubbles Originate From High National Savings?", dated January 18, 2017, "Misconceptions About China's Credit Excesses", dated October 26, 2016 and "China's Money Creation Redux And The RMB", dated November 23, 2016, available at ems.bcaresearch.com 3 Non-standard credit assets are banks' claims on corporates that are not classified as loans. For more details please refer to the Emerging Markets Strategy Special Report titled, "Chinese Banks' Ominous Shadow", dated June 15, 2016, available at ems.bcaresearch.com Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights The risk asset friendly outcomes in the French and South Korean elections are the latest examples of fading geopolitical risk, and we expect that to continue over the remainder of 2017. Although it has been well over a year since the last 10% pullback, the U.S. equity market is not "due" for a correction. For many investors, the drop in commodity prices has replaced geopolitics as the most likely cause of the next equity market correction. What is Dr. Copper's diagnosis? We re-examine our Yield and Protector portfolios to find out which assets will hold up best if there is a correction. Many investors cite the monthly report on average hourly earnings as evidence that the Fed has it wrong on the economy and the labor market. We disagree. Feature U.S. stock prices remain within striking distance of their all-time highs and many investors continue to worry about the next correction. The risk asset friendly outcomes in the French and South Korean elections are the latest examples of fading geopolitical risk, and we expect that to continue over the remainder of 2017. The market has all but ignored the recent political turmoil in Washington. For many investors, the drop in commodity prices has replaced geopolitics as the most likely cause of the next equity market correction, while others note that it's been more than 15 months since the last 10%+ correction and that we are "due" for one. But is Dr. Copper still a reliable indicator of equity market tops? And if a correction is at hand, which assets would hold up best on the way down? We also review yet another disconnect between the Fed and the market: average hourly earnings. Geopolitical Risk Continues To Fade As A Market Concern Emmanuel Macron's victory was a resounding one as French voters rejected Le Pen's anti-Europe message in last week's election. Removing the possibility of a French President that is dedicated to exiting the eurozone is obviously positive for European stocks and investor risk appetite the world over. Next up are the two rounds of legislative elections in June. Polls are sparse, but they support the view that Macron's En Marche and the center-right Les Republicains will capture the vast majority of seats in the legislature. A Macron presidency supported by Les Republicains in the National Assembly would be a bullish outcome for investors, according to our geopolitical strategists. On the international stage - where the president has few constraints - France will be led by a committed Europhile willing to push Germany towards a more proactive policy. On the domestic stage - where the National Assembly dominates - Macron's cautiously pro-growth agenda will be pushed further to the right by Les Republicains. Such an election outcome would make possible the passage of genuine structural reforms that would suppress wage growth and make French exports more competitive. The presidential election result in South Korea last week was exactly what the market expected, and should help to reduce tensions on the Korean peninsula. For now, the situation in Washington around President Trump's firing of FBI Director Comey has not had a major impact on markets. If the Democrats win the House of Representatives in 2018, our geopolitical team believes that impeachment proceedings will begin against Trump. On one hand, this means that polarization in the U.S. is about to reach record-high levels. On the other, it should motivate the GOP to get tax reform done before it is too late. Bottom Line: Investors may be shocked into pricing greater odds of Euro Area dissolution when Italy comes back into focus, but that is a risk for 2018. We expect market-friendly policies emerging from Washington this year, although the Comey affair highlights that the road will be anything but smooth. Corrections And Pullbacks In Context Geopolitical risk appear to have faded for now, but with U.S. equities at or close to all-time highs, talk of a correction is hard to avoid. We continue to favor stocks over bonds this year and suggest that any sell-off in equities will be bought not sold. A hard landing in China, major disappointment on the Trump legislative agenda, a prolonged spell of weakness in the U.S. economic data1, and an overly aggressive Fed in 2017 may all serve as catalysts for a pullback. Above average PE ratios and measures of market volatility that are at cycle lows have only added to the chorus of those saying we are "due" for a correction. History suggests otherwise. From the end of WWII through 2009, the S&P 500 has experienced, on average, two 10% corrections and 10 corrections of 5% of more during equity bull markets. Since the start of the current bull market in March 2009 we've had 22 pullbacks of 5% or more and six corrections of more than 10% (using market closing prices) Table 1. This suggests that the market has seen its fair share of pullbacks and corrections since 2009, and isn't really "due". Chart 1 takes a different approach, but reaches the same conclusion. At 15 months (325 days) since the end of the last 10% correction, the current bull market is right of the middle of the pack of all bull markets since 1932. Table 1Six S&P 500 Corrections Of 10% Or More Since March 2009: We're Not "Due" Chart 1Current Equity Bull Market Is Not Long In The Tooth Our view remains that any pullback in U.S. equities will be bought, not sold, and we favor stocks over bonds in 2017. There are few notable imbalances in the U.S. or global economies and we see an acceleration in both over the remainder of 2017. The Fed will raise rates gradually this year, and there is general agreement between the Fed and the market on the pace of hikes at least for 2017. The Fed and the market remain far apart on hikes in 2018. Our view of the economy and labor market suggests that the market will ultimately move toward the Fed's view. The U.S. corporate earnings outlook remains solid, after a very good Q1 earnings season and favorable guidance for Q2 2017 and beyond. Bottom Line: Equity pullbacks - even during bull markets - are normal and healthy. We do not believe that the market is especially "overdue" for a pullback, but when the inevitable pullback or correction occurs, we expect that investors will take the opportunity to add to equity positions and not turn the pullback into a bear market. Dr. Copper? Chart 2Metals Prices Are Rolling Over...##BR##But Is It A Signal? The recent setback in the commodity pits has added to investor angst regarding global growth momentum. The LMEX base metals index is up almost 20% on a year-ago basis, but has fallen by 8% since February (Chart 2). From their respective peaks earlier this year, zinc and copper are down about 10%, nickel has dropped by 22% and iron ore has lost almost half of its value. Is the venerable "Dr. Copper" sending an important warning about world growth? Some of our global leading economic indicators have edged lower this year, as we have discussed in recent Weekly Reports. Nonetheless, the decline in base metals prices likely has more to do with other factors, such as an unwinding of the surge in speculative demand that immediately followed the U.S. election last autumn. Speculators may be disappointed by the lack of progress on Republican promises to cut taxes and boost infrastructure spending. The main story for base metals demand and prices, however, is the Chinese real estate sector. China accounts for roughly 50% of world consumption for each of the major metals. The Chinese authorities are trying to cool the property market and transition to a more consumer spending-oriented economy, thereby reducing the dependence on exports, capital spending and real estate as growth drivers. Fiscal policy tightened last year and new regulations were introduced to limit housing speculation. The effect of policy tightening can be seen in our Credit and Fiscal Spending Impulse indicator, which has been softening since mid-2016 (Chart 3). The economy held up well last year, but the policy adjustment resulted in a peaking of the PMI at year-end. Growth in housing starts also appears to be rolling over (annual growth is shown on a 12-month moving-average basis in Chart 4 because of the extreme volatility in the series). Both the PMI and housing starts are correlated with commodity prices. Chart 3China is The Main Story##BR##For Base Metals Demand Chart 4Direct Fiscal Spending And Infrastructure##BR##Have Picked Up Recently The good news is that BCA's China Investment Strategy service does not expect a major downshift in Chinese real GDP growth this year, which means that commodity import demand should rebound: Chart 5Dr. Copper Is Not Signaling##BR##A Slowdown in Global Growth There is no incentive for the authorities to crunch the economy given that consumer price inflation is still low and the surge in producer price inflation appears to have peaked. Monetary conditions have tightened a little in recent months, but overall conditions are not restrictive. Moreover, both direct fiscal spending and infrastructure investment have picked up noticeably in recent months (Chart 4). Export growth will continue to accelerate based on our model (not shown). The upturn in the profit cycle and firming output prices should boost capital spending. Robust demand will ensure that housing construction will continue to grow at a healthy pace. Households' home-buying intentions jumped to an all-time high last quarter. Tighter housing policies in major cities will prevent a massive boom, but this will not short-circuit the recovery in housing construction. This all adds up to a fairly benign outlook for base metals. Our commodity strategists do not see the conditions for a major bull or bear phase on a 6-12 month horizon. Within commodity portfolios, they recommend a benchmark allocation to base metals, an underweight in agricultural products and an overweight in oil. We intend to update our view on oil prices in the May 22, 2017 edition of this report. Bottom Line: From a broader perspective, our key message is that "Dr. Copper" is not signaling that global growth will soften significantly this year. Chart 5 highlights that the LMEX base metals index has a high positive correlation with the U.S. stock-to-bond total return ratio on a daily change basis. However, in terms of trends and turning points, base metals are far from a reliable indicator for the stock-to-bond ratio. Where To Hide In A Stock Market Correction Over the past several years, BCA's U.S. Investment Strategy service has periodically recommended that investors add a variety of investments as portfolio "insurance" to help guard against the possibility of a material correction in equities. More recently, we have highlighted two specific forms of insurance: our yield and protector portfolios. We last discussed the protector portfolio in the October 17, 2016 and November 7, 2016 Weekly Reports2, and in today's report we revisit the issue by comparing both portfolios to a more common form of insurance: shifting from cyclical to defensive stocks within an equity allocation. Charts 6, 7, and 8 show a breakdown of the relative performance of S&P 500 defensives along with our yield and protector portfolios. Panels 2 and 3 of Charts 6, 7 and 8 present the rolling 1-year beta and alpha of each strategy vs. the S&P 500. Here, we present alpha as the difference between the actual year-over-year excess return of the portfolio (vs. short-term Treasury bills) and what would have been expected given the portfolio's beta. This measure is sometimes referred to as "Jensen's alpha". Chart 6A Modestly Low-Beta Option Chart 7A Lower Beta Than Defensives Chart 8A Negative Beta, And Positive Alpha There are several noteworthy observations from the charts: Based on the historical beta of the three portfolios vs. the S&P 500, defensive stocks are the most correlated with the overall equity market. Our protector portfolio has a negative correlation to the broad market, and our yield portfolio is somewhere in between, with a positive but relatively low beta. This is consistent with the equity composition of the three portfolios (shown in Table 2); with our protector portfolio composed entirely of non-equity assets. Table 2A Breakdown Of Three##BR##Portfolio Insurance Options After accounting for their lower beta, all three portfolios have tended to outperform the S&P in risk-adjusted terms since the onset of the global economic recovery. But this outperformance has been more significant for our yield and protector portfolios: the top panel of Charts 7 and 8 highlight that both portfolios have generated essentially the same return as equities have since the end of the recession (since the relative profile has been flat), despite exhibiting considerably less volatility than stocks. All three portfolios have experienced a relative decline vs. the S&P 500 since the election, but this has largely occurred due to passive rather than active underperformance. In other words, they have underperformed due to a failure to keep up with the S&P 500 rather than because of losses in absolute terms. There are two important conclusions from Charts 6, 7 and 8 for U.S. multi-asset investors. First, the lower beta of our yield and protector portfolios compared with S&P defensives means that the former represent a better insurance bet against a sell-off in the equity market than the latter. Second, the persistently positive volatility-adjusted returns for our insurance portfolios highlights an investor preference for these assets over the past few years, which is likely to persist over the coming 6-12 months. But investors should also recognize that this preference could eventually be subject to a reversal if the long-term economic outlook significantly improves, an event that could be catalyzed either by organic economic developments or policy decisions by the Trump administration. For now, our investment bias towards equities over government bonds makes us less inclined to favor a low beta position within a balanced portfolio. But our analysis suggests that clients who anticipate the need for portfolio insurance over the coming year should favor our yield and protector portfolios over a defensive sector allocation within an equity portfolio, and we are likely to recommend an allocation to these portfolios for all clients were we to see any material progression towards the sell-off triggers that we identified earlier in the report. Bottom Line: Investors seeking some protection against a potential equity market sell-off should favor our yield and protector portfolios over defensive sector positioning. We do not currently recommend these portfolios for all clients, but we are likely to do so if our key sell-off trigger "red lines" are breached. What's Up With Wage Growth? On the surface, the April jobs report-released in early May seemed to send mixed signals to investors and the Fed about the health of the labor market3. Our view remains that the economy is growing fast enough to tighten the labor market, push up wages and ultimately inflation, which will lead the Fed to raise rates twice more in 2017. But even though the economy is very close to full employment and the output gap has nearly closed, patience is required. Although it's a close call, the next hike is likely to come next month. Markets remain somewhat skeptical of this view, and have only priced in 39 bps of tightening by the end of the year, and have not yet fully priced in a June rate hike. The lack of wage growth (up just 2.5% year-over-year in April according to average hourly earnings (AHE)) remains a key source of the market's skepticism about the pace and timing of Fed rate hikes. Many investors cite the monthly report on average hourly earnings as evidence that the Fed has it wrong on the economy and the labor market. Does the Fed see something the market does not? Or is it the other way around? Markets tend to focus on data that are timely. That requirement certainly fits the AHE. The monthly wage measure is the most timely data point on labor compensation. While timeliness is an important factor when assessing the health of the labor market, it is also critically important to watch what the Fed watches. Investors should note that the AHE data is only one of at least four measures of labor compensation the Fed mentions in its Semi Annual Monetary Report to Congress. Since Fed Chair Yellen took office in 2014, the Fed has specifically referenced (and charted together) three measures of labor compensation in the report: Average hourly earnings Employment Cost Index and Compensation per Hour in the nonfarm business sector, and Chart 9The Fed Tracks All Four Of##BR##These Compensation Measures The Atlanta Fed's Wage Tracker was mentioned in the June 2016 Monetary Policy Report, and the Fed added it to the chart of the other three metrics in the most recent report, released in February 2017. As Chart 9 shows, all have moved higher in recent years, although it is clear that AHE has lagged the others. Given the attention it receives in the financial news media on and just after "Employment Friday" each month, it may surprise investors to learn that neither AHE nor wages were directly mentioned in any of the FOMC statements since Yellen took charge. However, wage growth (or lack thereof) has been a topic of discussion at all but a few of the 13 post FOMC press conferences Yellen has held. When asked about wages, she is careful to note that the Fed watches a wide range of indicators of labor compensation, but has lamented the lack of progress on wages. In her most recent press conference, Yellen noted that "I would describe some measures of wage growth as having moved up some. Some measures haven't moved up, but there's some evidence that wage growth is gradually moving up, which is also suggestive of a strengthening labor market." Average hourly earnings are routinely mentioned in the FOMC minutes, but only alongside mentions of the other metrics noted above. On balance, average hourly earnings are viewed by the Fed - and therefore should be viewed by the market - as one of several indicators of the health of the labor market, but not the only indicator. Chart 10 shows that only a third of industries have seen an acceleration in wage increases over the past year, which supports the market's view that the economy is not growing quickly enough to push up wages and inflation. A recent report by the Kansas City Fed4 takes a different view. Using a bottom-up approach, the author points out that only a few industries (mostly in the goods producing sector of the economy) have accounted for much of the rise in wages, notably manufacturing, construction and wholesale trade. Financial services, retail trade, professional and business services and leisure and hospitality - all service sector industries - have been the laggards. The study done by the economists at the Kansas City Fed shows that although earnings growth has lagged in those more service-oriented industries since 2015, hours worked have seen faster growth than in the mainly goods producing sector (chart not shown). This suggests to the author - and we concur - that labor demand has been strong in the past few years in areas that have not seen much wage growth. As the labor market continues to tighten, wages in these industries may accelerate, but patience may be required. Chart 11 shows that it takes two to three years after a bottom in the output gap for a decisive turn higher in ECI or AHE. While this cycle has seen a more shallow recovery - especially in AHE - both have moved higher since the output gap bottomed out in 2009/2010. Chart 10Only 33% Of Industries Have Seen##BR##Wage Acceleration Over The Past 12 Months Chart 11Measures Of Labor Compensation Move##BR##Higher After Output Gap Bottoms Out Bottom Line: Investors are always wise to watch what the Fed watches. The evolution of wage growth will be critical to FOMC policymakers, because a clear acceleration will confirm that the economy is truly at full employment and, thus, at risk of overheating. We do not expect a surge in wages, but a steady upward trend will keep the Fed on a gradual tightening path. John Canally, CFA, Senior Vice President U.S. Investment Strategy johnc@bcaresearch.com Mark McClellan, Senior Vice President The Bank Credit Analyst markm@bcaresearch.com Jonathan LaBerge, CFA, Vice President Special Reports jonathanl@bcaresearch.com 1 Please see U.S. Investment Strategy Weekly Report "Growth, Inflation And The Fed", dated May 8, 2017, available at usis.bcaresearch.com. 2 Please see U.S. Investment Strategy Weekly Reports "Portfolio Insurance: What, How, When?", dated October 17, 2016 and "Policy, Polls, Probability", dated November 7, 2016, both available at usis.bcaresearch.com. 3 Please see U.S. Investment Strategy Weekly Report "Growth, Inflation And The Fed" dated May 8, 2017, available at usis.bcaresearch.com. 4 See "Wage Leaders and Laggards; Decomposing the Growth in Average Hourly Earnings" The Macro Bulletin, February 15, 2017; Federal Reserve Bank of Kansas City.