Sectors

GAA DM Equity Country Allocation Model Update The GAA DM Equity Country Allocation model is updated as of October 31, 2018. The quant model downgraded U.S. and Italy to underweight from overweight while upgrading Canada to a slight overweight from underweight, largely due to changes in technical and valuation conditions. Now the model is overweight 5 countries (Netherland, Germany, Spain, Switzerland and Canada) and underweight 7 countries (Japan, U.S., U.K., France, Australia, Sweden and Italy), as shown in Table 1. Table 1Model Allocation Vs. Benchmark Weights As shown in Table 2 and Chart 1, Chart 2 and Chart 3, both Level 1 and Level 2 of the model system outperformed in October by 6bps and 57 bps, respectively, resulting in an outperformance of 24 bps from the overall model. Since going live, the overall model has outperformed its benchmarks by 44 bps, driven by Level 2 outperformance of 121 bps and Level 1 outperformance of 2bps. Table 2Performance (Total Returns In USD %) Chart 1GAA DM Model Vs. MSCI World Chart 2GAA U.S. Vs. Non U.S. Model (Level 1) Chart 3GAA Non U.S. Model (Level 2) Please see also the website http://gaa.bcaresearch.com/trades/allocation_performance. For more details on the models, please see Special Report, "Global Equity Allocation: Introducing The Developed Markets Country Allocation Model," dated January 29, 2016, available at https://gaa.bcaresearch.com. Please note that the overall country and sector recommendations published in our Monthly Portfolio Update and Quarterly Portfolio Outlook use the results of these quantitative models as one input, but do not stick slavishly to them. We believe that models are a useful check, but structural changes and unquantifiable factors need to be considered too in making overall recommendations. GAA Equity Sector Selection Model Dear Client, As advised last month, we have suspended the GAA Equity Sector Selection Model due to the significant changes in the GICS sector classifications, implemented at the end of September. We will rebuild the model using the newly constituted sectors once full back data is available from MSCI, which we understand will be in December. We thank you for your understanding.

  Neutral The brand new S&P interactive media & services (IMS) index that we initiated coverage on last month1 has been experiencing extreme pain, being caught up in the global sell-off of former high-flying (and highly valued) tech stocks (top panel). As a reminder, the IMS index is dominated by Google & Facebook. The outlook appears to have brightened significantly, following Facebook's positive earnings results Tuesday which showed well-managed revenue deceleration and less margin contraction than had been feared following Q2's disastrous report; both FB and GOOG/GOOGL bounced following the report. Nevertheless, the three key risks that we highlighted in our initiation continue to keep us on the sidelines: a renewed regulatory focus, rapid unpredictable changes in tastes & technology and an appreciating U.S. dollar that threatens to sap growth in the key foreign segments. Further, while forward earnings multiples have declined significantly (second panel), the S&P IMS index remains richly valued relative to the market, which has also been going through a derating phase (bottom panel). Stay neutral. The ticker symbols for the stocks in this index are: BLBG: S5INMS - GOOG, GOOGL, FB, TWTR, TRIP. 1 Please see BCA U.S. Equity Strategy Special Report, "New Lines Of Communication," dated October 1, 2018, available at uses.bcaresearch.com.  

Highlights In the Philippines, inflation is breaking out while the central bank is well behind the curve. Financials markets remain at risk. As a play on surging interest rates: Go short Philippine property stocks. We appraise and modify our investment strategy across all central European markets in general and Hungary in particular - where a monetary policy shift is in the making. A new trade: We recommend paying 3-year swap rates in Hungary and receiving 3-year swap rates in the euro area. Feature The Philippines: Short Real Estate Stocks Philippine stocks are on the verge of a major breakdown (Chart I-1, top panel). Meanwhile, local currency bond yields are surging (Chart I-1, bottom panel). Chart I-1Philippine Stocks Are On The Edge Of A Breakdown The Philippine economy continues to overheat, and the Bangko Sentral ng Pilipinas (BSP) has fallen well behind the curve. The top panel of Chart I-2 shows that both headline and core inflation measures are rising precipitously and have breached the central bank's upper target of 4% by a wide margin. Chart I-2The Central Bank Is Far Behind The Curve Odds are that inflation will continue to climb higher. Overall domestic demand remains reasonably strong. Noticeably, both the current and fiscal accounts are in deficit and widening (Chart I-3). A current account deficit is a form of hidden inflation. The basis is that it gauges the degree of excess domestic demand relative to the productive capacity of the economy. Chart I-3The Philippines: A Large Twin Deficit The roots of these macro problems stem from ultra-easy monetary and fiscal policies pursued by Filipino authorities. The BSP has kept borrowing costs low and for much longer than was warranted, and has been slow to hike rates. As a result, credit has been booming relentlessly (Chart I-4). Chart I-4Bank Loans Have Boomed... The fiscal authorities, on the other hand, have vigorously pursued growth-at-all-costs programs. Government spending is now growing at an annual rate of 22% (Chart I-5). Chart I-5...So Have Government Expenditures Consequently, these populist policies have created excessive domestic demand that has stoked an inflation breakout. Given Philippine President Rodrigo Duterte's reluctance to cut back on fiscal expenditures, it will be up to the monetary authorities to tighten sufficiently enough to curb inflation.1 The currency was depreciating against the U.S. dollar in 2017, even as its EM peers rallied. A falling currency amid strong economic growth is generally a symptom of an overheating economy; it signals that real interest rates are low and the central bank is behind the curve. Today, the monetary authorities need to hike borrowing rates aggressively, otherwise the currency will plunge much further. The country's financial markets are quickly approaching a riot point, and local currency bond yields are already selling off as creditors are rebelling (see bottom panel of Chart I-1 on page 1). Another option the BSP could take to defend the peso without hiking rates much is to sell foreign exchange reserves. Doing so, nevertheless, will still lead to higher domestic interest rates - especially at the short end of the curve. When a central bank sells its dollar reserves, it absorbs local currency liquidity - i.e. commercial banks' excess reserves at the central bank decline. Interbank rates then rise, which pushes up short-term rates and potentially long-term ones too. This is how financial markets naturally force macro adjustments on an overheating economy when policymakers are reluctant to act. As such, Filipino share prices are now facing a major risk. Higher domestic rates amid strong loan growth will cause the economy to decelerate significantly. Certain interest rate-sensitive sectors such as vehicle sales are already shrinking. The property sector - the segment of the economy that has benefited the most from the credit binge - will be the next shoe to drop: The supply of residential real estate buildings has been booming - floor space built has risen 2.4-fold since 2003. As interest rates continue to rise, real estate and construction loans - which are still growing at a 19% annual rate - will slump. Higher borrowing costs will hurt real estate prices. Meanwhile, rent growth will decline as the economy decelerates. The slowdown in the property sector will take a heavy toll on real estate development and management companies: First, these firms' revenues and income - property sales, rental and other types of income - will decelerate significantly (Chart I-6, top panel). Chart I-6Listed Real Estate Companies Will Face Major Headwinds Second, higher interest rates will raise their interest expenses (Chart I-6, bottom panel). Remarkably, Philippine real estate stocks have remained quite resilient, despite the broad selloff in financial markets. While the former are down by 18% in dollar terms from their early 2018 peak, Chart I-7 suggests rising interest rates herald a much more pronounced drop in their prices. Chart I-7Filipino Property Stocks Are On A Cliff Besides, these property companies are also still expensive. Their price-to-book value (PBV) currently stands at 2.9. Between the years 2000 and 2005, their PBV averaged 1.6. We are therefore initiating a new trade: Short Philippine real estate stocks in absolute U.S. dollar terms. Crucially, the real estate sector makes up 27% of the Philippines MSCI index, and will therefore have a significant impact on the Philippine stock market. As to bank stocks - the other large segment of the equity market - a couple of points are in order. Commercial banks in the Philippines are exposed to the real estate sector. Hence, a slowdown in the property sector will culminate in the form of higher NPLs and provisions for bad loans on banks' balance sheets. Real estate and construction loans account for 25% of total bank loans. Crucially, NPLs and provision levels - at 1.3% and 1.9%, respectively - are very low, and have so far not risen. This is unsustainable given the magnitude of the ongoing credit boom and rising interest rates. Higher provisions will cause banks' profits and share prices to suffer materially. This will come on top of plunging net interest margins (Chart I-8). Chart I-8Philippines Commercial Bank Profits Are Getting Squeezed As to equity valuations, this bourse is not cheap, neither in absolute terms nor relative to the EM equity benchmark - both valuation measures are neutral (Chart I-9). Chart I-9Equity Valuations Are Not Attractive Overall, the outlook for Philippine equities as a whole remains unattractive both in absolute terms, as well as relative to the EM benchmark. Bottom Line: EM equity portfolios should continue underweighting this bourse. We are also initiating a new trade: Going short Philippine real estate stocks in absolute U.S. dollar terms. Ayman Kawtharani, Associate Editor ayman@bcaresearch.com Strategy For Central European Markets Our presiding macroeconomic theme for central Europe - which we first elaborated on in a Special Report titled, Central Europe: Beware Of An Inflation Outbreak2 - has been as follows: An accommodative policy stance in the context of strong growth and tight labor markets warrants higher inflation. Our proxy for labor shortages - calculated as the number of job vacancies divided by the number of unemployed looking for a job - is continuing to surge across all central European countries as well as in Germany. This foreshadows higher wage growth ahead (Chart II-1). Chart II-1Tight Labor Markets Means Higher Wage Growth Furthermore, monetary policy in central European countries remains accommodative - policy rates are negative in real (inflation-adjusted) terms. Consistently, private credit (bank loan) growth and domestic demand remain robust. Today, we appraise and modify our investment strategy across all central European markets in general and Hungary in particular, where a policy shift is in the making. Hungary: Moving Away From Ultra-Accommodative Monetary Policy? Last month, the NBH (National Bank of Hungary) modified its monetary policy statement to include a new paragraph explaining that the council is prepared for the gradual normalization of monetary policy, depending on the outlook for inflation.3 Given our view that inflation in Hungary will continue to rise, the NBH is likely to move away from ultra-accommodative monetary policy sooner rather than later. Besides mounting inflationary pressures, several factors lead us to believe that the NBH is more comfortable normalizing policy today than in the past: First, after seven years of deleveraging, private credit is finally on the rise, and money supply growth is booming (Chart II-2, top and middle panel). Chart II-2Hungary: Easy Monetary Conditions Will Lift Inflation Second, capital expenditures are recovering and business confidence is making new highs (Chart II-3, top and middle panel). Furthermore, construction is firing on all cylinders (Chart II-3, bottom panel). Chart II-3Hungary: Capex Is Robust Lastly, core consumer inflation is rising and the real deposit rates is at -2%, the lowest in 20 years (Chart II-2, bottom panel). Given the genuine need for rate normalization in Hungary and the central bank's readiness to do so, we are adjusting our strategy: We are taking profits of 72 basis points on our Hungarian yield curve steepening trade that we initiated on June 21, 2017. Hungary's yield curve is already the steepest yield curve in Europe. The slope of the 10/1-year yield curve is 320 basis points in Hungary, versus 200 in Poland, 100 in the Czech Republic and 105 in Germany. We are closing our long PLN / short HUF trade with a 7.7% gain since its initiation on September 28, 2016 (Chart II-4). The cross rate is close to an all-time high and will likely reverse. Chart II-4Book Profits On Long PLN / Short HUF A new trade: We recommend paying 3-year swap rates in Hungary and receiving 3-year swap rates in the euro area (Chart II-5). Chart II-5A New Trade: Pay Hungarian / Receive Euro Area 3-year Swap Rates First, not only is final domestic demand in Hungary much more robust than in the euro area, but Hungary's output gap is positive while the euro area's is still negative (Chart II-6,top and middle panel). This foreshadows a widening gap in inflation between Hungary and the euro area (Chart II-6, bottom panel). As this transpires, policy rate expectations will rise faster and by more in Hungary than in the euro area. Chart II-6Hungarian Economy Will Overheat Faster Than Euro Area's Second, ultra-accommodative monetary policy in Hungary has served its purpose and has generated an overflow of liquidity. In effect, with broad money supply in Hungary now growing considerably faster than in the euro area, the NBH will likely tighten its policy at a faster pace and by more than the ECB (Chart II-7). This warrants a widening 3-year swap rate differential between Hungary and the euro area. Chart II-7Hungary Vs. Euro Area: Money Growth And Swap Rates Third, as global trade continues to slump, affecting German manufacturing, the European Central Bank will be fast to reiterate its readiness to keep policy accommodative longer than expected. This could push back expectations of the first ECB rate hike. Finally, Italy remains a risk and European banks are exposed to weakening developing countries. With euro area bank share prices plunging close to their 2008 and 2012 lows, the ECB will be both slow and cautious in signaling rate normalization in the immediate future. While Hungary is a very open economy and will feel the pinch from a slowdown in European manufacturing, its currency may depreciate further against the euro as it typically does amid global risk-off periods. A cheap currency will reduce the NBH's worries about the pass-through of a global slowdown and disinflation into its domestic economy. In short, given that both economies have different inflationary backdrops, Hungarian interest rate expectations will increasingly diverge from those of the euro area. As such, fixed-income investors should bet on a rising 3-year swap rate differential between Hungary and the euro area. Our Other Positions In Central European Markets Within the fixed income and currency space: Stay overweight CE3 within EM dedicated fixed-income portfolios. Predicated on our view that the epicenter of the ongoing global growth slowdown is China, emerging Asian and commodity leveraged markets are at much bigger risk than their Central European counterparts. Consistent with this theme, stay short IDR versus PLN. Book profits of 109 basis points on the following trade initiated on July 26, 2017: Pay Czech / receive Polish 10-year swap rates (Chart II-8). In line with our expectations,4 the Czech National Bank has been responding to rising domestic inflationary pressures and has been tightening monetary policy faster than the National Bank of Poland. There now remains little upside in Czech rates relative to Polish ones, so we are booking profits. Chart II-8Book Profits On Pay Czech / Receive Polish 10-year Swap Rates Stay long CZK against the EUR. Widening growth and inflation gaps between the Czech Republic and the euro area justify higher rates and a stronger currency in the former relative to the latter. Regarding the equity space: Stay long CE3 banks / short euro area banks. CE3 banks are less leveraged and have a higher return on assets than euro area banks. Continue overweighting CE3 within EM dedicated equity portfolios. CE3 stocks have staged a double bottom relative to their emerging market peers, both in common and local currency terms (Chart II-9). Given emerging markets are saddled with credit excesses, unresolved economic imbalances and looming currency weakness, central Europe is likely to continue outperforming. Chart II-9CE3 Equities Will Outperform EM A summary of all our trades and asset allocations can be found on page 14 and 15. Stephan Gabillard, Senior Analyst stephang@bcaresearch.com 1 Please see Emerging Markets Strategy/Geopolitical Strategy Special Report, "The Philippines: Duterte's Money Illusion," dated April 25, 2018, available at ems.bcaresearch.com 2 Please see Emerging Markets Strategy Special Report "Central Europe: Beware Of An Inflation Outbreak," dated June 21, 2017, available at ems.bcaresearch.com. 3 http://www.mnb.hu/en/monetary-policy/the-monetary-council/press-releases/2018/press-release-on-the-monetary-council-meeting-of-18-september-2018 4 Please see Emerging Markets Strategy Weekly Report "Follow The Money, Not The Crowd," dated July 26, 2017, available at ems.bcaresearch.com Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Overweight 2018 has been a tough year for the S&P industrial conglomerates index as all of the key constituent members (GE, MMM and HON) have progressively either disappointed on earnings or lowered forward guidance. Further, industrial dividend stalwart GE yesterday took their dividend down to $0.01 per share, effectively suspending the dividend while the company refocuses its businesses and deleverages. The market’s reaction to the forgoing has been brutal, taking the sector down to relative levels lower than the deepest depths of the financial crisis (recall that GE was, at the time, one of the largest lenders in the U.S.). We think this is an overreaction; our Valuation Indicator is now more than one standard deviation below fair value while our Technical Indicator is extraordinarily oversold, a position that has heralded mean reversions in the past. Bottom Line: In the absence of any confirming data supporting such draconian valuation moves on already record-low EPS growth estimates, we believe a window for solid value at exceptional prices has opened. Accordingly, today we are lifting our recommendation on the S&P industrial conglomerates index to overweight from neutral. This move preserves our overweight recommendation on the GICS 1 S&P industrials index, given our downgrade of the S&P railroads index earlier this week.1 The ticker symbols for the stocks in this index are: BLBG: S5INDCX - GE, MMM, HON, ROP. 1 Please see BCA U.S. Equity Strategy Weekly Report, “Critical Reset,” dated October 29, 2018, available at uses.bcaresearch.com.

Special Report

Highlights So What? The bull market in defense stocks is global and only beginning. We construct a BCA Global Defense Index to give investors exposure to this theme. Why? Multipolarity will drive uncertainty and conflict, spurring arms demand to Cold War heights. Contemporary geopolitical hotspots require expensive and modern technology. Cold War-era weapon systems are long in the tooth and in need of replacement. Also... We close our long Energy / short S&P 500 portfolio hedge for a gain. Feature It is somewhat of a cliché to tell clients that one of our highest conviction calls is to be overweight defense stocks. We are, after all, geopolitical investment strategists! Our decision to go long S&P 500 aerospace and defense stocks / short MSCI ACW is up 14% since initiation in December 2016. In this report, we build on previous work focusing on U.S. defense stocks and expand our analysis to global plays. GPS' Mega-Theme: Multipolarity Is Good For War International affairs are characterized by an anarchic governance structure. In the absence of a global government, the vacuum of power is filled by powerful states. These states behave like bullies in the schoolyard. When a single, powerful bully dominates the lunch break, all other kids fall in line or suffer the bully's wrath. When two bullies split the yard into warring camps, proxy fights may emerge on the sidelines, but generally an equilibrium is preserved. Formal political science theory and history teach us that the further we are from a hegemonic global structure where one country (the hegemon) dominates and bullies all others, the closer we are to anarchy. The "offensive realism" school of International Relations theory further splits multipolarity into two types: Balanced multipolarity is characterized by a number of roughly equally powerful states, similar to the distribution of power of continental Europe during the "Concert of Europe" era in the nineteenth century. Unbalanced multipolarity is closest to contemporary geopolitics. In The Tragedy Of Great Power Politics, John Mearsheimer reviewed 200 years of European history and concluded that unbalanced multipolarity is by far the most volatile geopolitical system (Table 1).1 Table 1Global System Structure And War A multipolar ordering of global power, therefore, produces the highest level of disorder (Chart 1). This finding is theoretically elegant, but normatively disturbing. Every country gets a voice and an opportunity to defend its sovereignty. But the international order is normatively ignorant and desires a bully or hegemon. Chart 1Multipolarity Produces Disorder Over the past fifty years, there have been three identifiable periods in the global arms market (Chart 2): Chart 2Further Upside In The 'War Bull Market' Cold War Arms Race - 1961-1982: The arms trade grew by a whopping 177% during this period, with an average annual growth rate of 5.5%; Disarmament - 1982-2002: Arms trade shrunk by 61% and average annual growth rate was -3.9%; Multipolarity - 2002-present: What started with the U.S. defense buildup following 9/11 has evolved into a truly global response to emerging multipolarity. The arms trade grew by 73% from 2002 to 2017, with an average annual growth rate of 3.4%. Bottom Line: In 2017, the total arms trade was 68% of its peak in 1982, signifying that we have more room to go in this recent "War Bull Market." Given that unbalanced multipolarity produces a higher volume of conflict than a bipolar system, we would expect the current phase to be more fruitful for the global arms race than even the Cold War era. The Pillars Of An Arms Bull Market Chart 3Global Defense Spending... In this report, we focus on the global arms trade, which is different from global defense spending (Chart 3). This is because global defense spending includes non-investible transactions, such as spending on salaries, buildings, health care, and pensions. The global arms trade was once 20% of global defense spending, but is now only 1.9% (Chart 4). Chart 4...Is Different From The Global Arms Trade The reason is that salaries and pensions now dominate defense budgets. In the U.S., they make up 42% of all expenditure. They are higher in much of the developed world (66% in Italy, for example). Moreover, many countries that in 1960 did not have an armaments industry have become quite adept at satisfying demand via domestic production. We nonetheless would expect the global arms trade to bounce off of its lows today. There are three main reasons. Evolving Conflict Zones: Asia And Europe The primary reason to expect a brisk pickup in the global arms race is that the global conflict zones are evolving. Multipolarity is causing shifting geopolitical equilibriums. We expect both East Asia and Europe - largely dormant as hotspots since the end of the Cold War - to catch up with the Middle East as zones of tensions. Periods of rising conflict tend to coincide with the rise in the global arms trade (Chart 5). Chart 5Rising Conflict Coincides With Escalating Arms Trade East Asia is our primary concern. Sino-American tensions have been brewing for decades, well before the trade war initiated by the Trump administration. Recently, the trade war has begun to spill into strategic areas (Table 2), creating a vicious feedback loop that could spark an accident or outright military conflict. Table 2Trade War Spills Into Strategic Areas The South China Sea is the premier geographic location of U.S.-China strategic friction. It is a hub for international trade, a vital supply route for all major Asian economies, and the premier focus of China's attempt to rewrite global rules (Diagram 1). We update our list of clashes in this area in Appendix A. Diagram 1South China Sea As Traffic Roundabout China has used its growing economic heft in the region to bully its neighbors into acquiescing to its geopolitical posture (Chart 6). It has used economic sanctions, trade boycotts, and tourism bans to get its way with the neighborhood. China's East Asia neighbors - including Japan - will look to balance their growing dependence on the Chinese economy with a desire to maintain sovereignty. One way to do so will be to rearm and present a formidable challenge to Beijing's regional hegemony. This means that not only the South China Sea but also China's entire periphery is at risk of friction, and this is true regardless of any U.S. interest in Asia. Chart 6China Uses Its Economic Might To Bully Europe is also growing as a potential source of global arms demand. Since the end of the Cold War, Europe has seen a decline in defense spending. One reason is the NATO alliance, which has allowed Europeans to pass the buck to the U.S. This has not only been the case with the safely cocooned Western European states. Poland, intimately familiar with the built-in geopolitical risks of its neighborhood, reduced its defense spending once it joined NATO. President Trump has made awakening Europe from its stupor a key pillar of his trans-Atlantic policy. A combination of Trump's pestering and concerns that the U.S. is trending towards isolationism with an evolving threat matrix that now includes terrorism, migration, and Russia should be enough to spur Europeans to meet their commitment to spend 2% of GDP on defense (Chart 7). Chart 7Europeans Will Be Swayed To Meet Defense Commitments... If NATO member states and Japan were to respond to their evolving threats and commit to spending 2% of GDP on defense, the impact on global arms demand would be significant. The extra spending would be roughly $145 billion, a 14% increase from current levels (Chart 8). Chart 8...Raising Global Arms Demand What about the Middle East? In the short term, we are concerned that President Trump's "maximum pressure" policy could lead to kinetic action against Iran. In the medium and long term, we expect some form of an equilibrium to emerge in the Middle East that would keep regional demand for weapons stable at current elevated levels. Saudi Arabia has been the primary importer of weapons, with 13% of total demand since 2002. Saudi purchases have accelerated as the U.S. has geopolitically deleveraged out of the region (Chart 9 and Chart 10). Chart 9As The U.S. Military Deleverages... Chart 10...The Saudi Arabian Military Leverages Evolving Technological Demands The U.S. invasion of Afghanistan and Iraq at the beginning of this century was probably the last large-scale mechanized conflict involving large formations of main battle tanks (MBT). The evolving threat matrixes in East Asia and Europe are likely to create a growing demand for naval, air superiority, and drone/autonomous technology. In East Asia, the two main risk theaters are the South and East China Seas. In Europe, the Mediterranean, the Baltic, and the Black Seas are increasingly becoming a risk vector due to the instability of North African and Middle East countries, as well as Russian assertiveness. This is good news for the arms industry as aircraft and ships are some of the most lucrative exports given the high level of technological sophistication that goes into developing them (Chart 11). A war fought in the trenches and jungles by soldiers and insurgents is unlikely to be very profitable, other than for small arms manufacturers. But tensions between sovereign nations across large distances and bodies of water will be highly lucrative for major defense manufacturers that specialize in anti-access/area-denial systems.2 Chart 11Aircraft And Ships Are Most Lucrative Furthermore, capital depreciation is advanced for the most sophisticated (and thus expensive) military technology that was introduced at the tail-end of the Cold War expansionary phase. The U.S. aircraft carrier fleet, for example, is mostly made up of Nimitz-class carriers, which have served for the past 43 years on average (Chart 12). Chart 12Capital Depreciation Is Advanced Our back-of-the-envelope calculations show that the cyclicality in U.S. aircraft carriers is apparent across the major defense systems. Looking at 40 countries and their respective aircraft and MBTs, the bulk of these weapons is beyond the average age of the previous generation when it was retired (Chart 13). Part of the reason for the extended life cycle is better technology, but we suspect the main reason is that these major weapon systems were developed at the height of the Cold War and have not been updated since then. Chart 13Weapons Are Beyond Retirement Age, Need Updating Population Aging The demographic trends of population aging and low birth rates have wide-ranging macroeconomic implications. But they will also impact the defense industry by encouraging automation. There are benefits to automation in the military sphere beyond simply replacing a shrinking pool of able-bodied youth. First, the likely geopolitical hotspots of this century - East Asian seas, the Persian Gulf, the Black Sea, the Mediterranean, and the Indian Ocean - are conducive to high-tech warfare. These bodies of water will be patrolled by drones and plied by autonomous surface vessels while hypersonic missiles deny access to the enemy. Second, by shifting the burden of fighting wars from humans to robots, policymakers will face lower constraints to conflict. This development will not only encourage policymakers to develop autonomous weapon systems, but might also increase the frequency with which they are used, destroyed, and thus re-ordered, shortening the hardware life-cycle and thus increasing the sales volume. Bottom Line: Global multipolarity has seen the U.S. geopolitically deleverage from the Middle East, threaten Europe with abandonment, and put pressure on China in East Asia. These are trends that we believe are here to stay irrespective of President Trump's success or failure in the 2020 election. They are all bullish for defense spending and arms trade. In addition, evolving technological demands and global demographic trends will buoy the arms trade. We expect this era of unbalanced multipolarity to be even more lucrative for global defense contractors. The U.S.: Remain Overweight Anastasios Avgeriou, BCA's chief U.S. equity strategist, recommends that investors remain overweight the pure-play BCA defense index and add exposure to it on any meaningful pullbacks while keeping it as a structural overweight within the GICS1 S&P industrials index. In the U.S., defense spending and investment have bottomed and will continue to accelerate. The Congressional Budget Office (CBO) continues to project that defense outlays will jump further next year (middle panel, Chart 14). We expect that this breakneck pace is actually sustainable, mainly because any fiscal compromise with Democrats on discretionary, non-defense spending would require acquiescence on GOP spending priorities, such as defense. Defense outlays will therefore continue to expand into the 2020s. Chart 14Upbeat Defense Outlays... Such a buoyant demand backdrop is music to the ears of defense contractor CEOs and represents a boost to defense equity revenue growth prospects. Defense contractors enjoy high operating leverage. No wonder M&A activity is robust: at least four large deals have been announced in the past year that are underpinning both takeout premia and relative share prices (bottom panel, Chart 15). Chart 15...And A Flurry Of M&A Is A Boon For Defense A closer look at operating metrics corroborates the view that defense goods manufacturers are firing on all cylinders. New orders recently jumped to fresh all-time highs and the industry's shipments-to-inventories ratio is rising, on track to surpass the 2008 peak. Unfilled orders are also running at a high rate, signaling that factories will keep on humming at least for the next few quarters (Chart 16). Chart 16Firming Operating Metrics Importantly, the industry is not standing still and is making significant investments. U.S. defense capex as reported in the financial statements of constituent firms is growing at roughly 20% annually, or twice as fast as overall capex (Chart 17). Defense ROE is running near 30%, again roughly double the rate of the broad market (Chart 18). Chart 17Industry Is Not Standing Still Chart 18Healthy Balance Sheet With High ROE... Valuations are on the expensive side and in overshoot territory (Chart 19). This is clearly a risk to the overall view. However, if our structural thesis pans out, then defense stocks in the U.S. will grow into their pricey valuations as happened in the back half of the 1960s. Chart 19...But Valuations Are Expensive Bottom Line: The secular advance in pure-play defense stocks remains in place. BCA's U.S. Equity Strategy recommends an above-benchmark allocation. The ticker symbols for the stocks in the BCA defense index are: LMT, LLC, NOC, GD, and RTN. Global Stocks: Be Discerning Beyond the U.S., which global defense stocks are appealing? We believe that there are several market and structural factors to consider. We have ranked national defense sectors by market and structural factors in Tables 3 and 4. Further, Appendix B lists all the non-U.S. weapon manufacturers that we examined, as well as market performance by country. Table 3Russian Defense Sector Attractive On Market Factors Table 4European Companies Rank Highly On Structural Factors Momentum - We like stocks from equity markets that have momentum behind them, i.e. whose stock are above their 200-day moving average. Relative valuation - We like defense sectors that are at a discount relative to the U.S. plays. Performance since Trump - For any country that has outperformed the U.S. aerospace and defense sector since the inauguration of President Trump on January 20, the market believes in its competitiveness vis-à-vis the largest exporter. Geographical diversity - We have ranked country defense sectors by how diverse their sources of revenue are. The higher the figure, the more geographically diverse the revenue pool. Russian and Indian defense plays score very low on this variable as they depend solely on one source: themselves. Exposure to arms trade - We have ranked country defense sectors by how exposed their contractors are to defense as opposed to civilian production. Most companies have major civilian outlays. To fully capture our multipolarity theme, we have ranked companies based on how fully focused they are on producing and selling weapons. Share of global arms market - We recommend that clients buy defense companies in countries that already have a high share of the global arms market. Decisions on purchasing weapons often involve path dependency due to the need to acquire compatible systems. Defense spending - We penalize countries that are already spending 2% of GDP on defense. Their companies will see little boost to domestic demand. It is the other, under-spending countries that will significantly increase their outlays over the next decade. Russian companies score high on market factors. They have good momentum, are attractively valued relative to the U.S. aerospace and defense sector, and are structurally supported. Israel, Canada, Australia, and Brazil are also attractive. All of these are made up of only one stock. On structural factors alone, we like German, British, Italian, and Swedish defense companies. They are geographically diversified, have a respectable share of the global arms trade, and have both reason and room to increase domestic spending. French companies are also structurally attractive, although France may have less need to increase defense outlays. Putting it all together, we are creating a BCA Global Defense Basket. We would include the following global tickers in that basket: A:ASBX, F:AIRS, F:CSF, F:SGM, F:AM@F, C:CAE, D:RHM, D:TKA, I:LDO, I:FCTI, ULE, COB and W:SAAB. Clients may want to include in the basket the five U.S. tickers recommended by BCA's U.S. Equity Strategy: LMT, LLL, NOC, GD, and RTN. We recommend that investors buy this basket, in absolute terms, as a structural investment. Housekeeping We are closing two of our hedges today. First, we are closing long Brent / Short S&P 500 for a gain of 6% and our long U.S. energy / short U.S. information technology for a loss of 1.63%. We initiated the two tactical trades on October 3, which means we timed the market correction perfectly. However, concerns over a supply glut in the oil market meant that the "long" part of our trade did not work out. Furthermore, there have been leaks from the White House to the media that the U.S. may award exceptions to the oil embargo to several critical importers. This would suggest that the Trump administration is beginning to see the risks of its aggressive maximum pressure strategy toward Iran and therefore may be trying to backtrack from it. We still think that the odds of an oil spike due to geopolitics in 2019 are high, but they do appear to be declining, at least for the time being. As such, we are closing the two trades for a net gain. We will continue to monitor the Iran embargo carefully as we expect that geopolitical risks will again be understated in the future, offering investors another opportunity to be long energy. Jesse Anak Kuri, Consulting Editor jesse.anakkuri@mail.mcgill.ca 1 Please see John Mearsheimer, The Tragedy Of Great Power Politics (New York: W.W. Norton & Company, 2001). 2 Anti-access/area-denial (A2/AD) is a strategy of preventing an adversary from occupying or transiting a geographic area. Defense systems that perform A2/AD functions in the modern era tend to be expensive and technologically sophisticated. They include anti-ship missiles, sophisticated radars, attack submarines, and air-superiority fighter jets. Appendix A Notable Clashes In The South China Sea (2010-18) Notable Clashes In The South China Sea (2010-18) (Continued) Notable Clashes In The South China Sea (2010-18) (Continued) Appendix B Appendix B Chart 20British Defense Stocks Appendix B Chart 21French Defense Stocks Appendix B Chart 22German Defense Stocks Appendix B Chart 23Italian Defense Stocks Appendix B Chart 24Swedish Defense Stocks Appendix B Chart 25Norwegian Defense Stocks Appendix B Chart 26Canadian Defense Stocks Appendix B Chart 27Australian Defense Stocks Appendix B Chart 28Korean Defense Stocks Appendix B Chart 29Japanese Defense Stocks Appendix B Chart 30Singaporean Defense Stocks Appendix B Chart 31Israeli Defense Stocks Appendix B Chart 32Russian Defense Stocks Appendix B Chart 33Brazilian Defense Stocks Appendix B Chart 34Indian Defense Stocks Appendix B Chart 35Turkish Defense Stocks Appendix B Table 1Key Aerospace And Defense Companies Appendix B Table 1Key Aerospace And Defense Companies, Continued

Neutral We have been riding the rails juggernaut for roughly 16 months, but the time has come to get off board. As shown in the chart at the side, technical conditions are overbought and relative valuations are pricey, hovering near previous extremes as investors are extrapolating good times far into the future. Such euphoric readings have historically been synonymous with a high relative performance mark for this key transportation sub-index and are a cause for concern. In Monday's Weekly Report, we highlight four key reasons why it is time for us to downgrade. First, this capital intensive industry has been reducing capex but increasing their debt load to retire equity, which erodes a cushion should cash flow growth suffer a mishap. Second, the global manufacturing outlook has downshifted on the back of Trump's trade rhetoric and China's larger than anticipated slowdown. Third, two of our key rail industry Indicators have suddenly turned south, particularly our Rail Shipment Diffusion Indicator which has fallen off a cliff recently. Lastly, industry operating metrics are deteriorating, at the margin, and intermodal rail shipments have rolled over. Bottom Line: We locked in relative gains of 15% since inception in the S&P rails index and downgraded to neutral on Monday; please see our Weekly Report for more details. The ticker symbols for the stocks in this index are: BLBG: S5RAIL - UNP, CSX, NSC, KSU.

Highlights Portfolio Strategy Overbought technicals, pricey valuations, decelerating global growth, declining capex, rising indebtedness and softening operating metrics argue for hopping off the S&P railroads index. Rising refined product stocks, ebbing gasoline demand, and excessive analyst profit optimism underscore that more pain lies ahead for refiners. Recent Changes Book profits of 15% in the S&P railroads index and downgrade to neutral today. TABLE 1 FEATURE Equities continue to digest the recent healthy pullback, and should remain range-bound before building a base in order to resume their bull market run. As we highlighted in our October 9thWeekly Report, "stock market crash-prone October is upon us, and thus a pick-up in volatility would not come as a surprise".1 Simply put, the difference between perception and reality propagates as volatility. Volatility has indeed come roaring back. There are high odds that vol will settle at a higher level, and bouts of volatility will be more frequent. The most important determinant of vol is interest rates, as we first highlighted on March 5th this year.2 For almost a decade, the Fed kept the fed funds rate close to zero in order to suppress volatility. QE and excess liquidity injections into the financial system and in the economy also aided in bringing down volatility across assets classes. Now this process is working in reverse. Not only is the Fed tightening monetary policy by increasing the fed funds rate, but it is also allowing maturing bonds to fall off its balance sheet (what some market participants have defined as quantitative tightening). In other words, as the Fed is mopping up excess liquidity, volatility is making a comeback (Chart 1). Chart 1VIX The Comeback Kid A relatively flat yield curve also points to higher volatility in the months ahead. This relationship is intuitive, given that a flat curve signals that the cycle is long in the tooth and a recession may be approaching. While both of these interest rate relationships with vol have a long lead time, the message is clear: investors should get accustomed to higher volatility at this stage of the cycle (yield curve shown on inverted scale, Chart 2). Chart 2Yield Curve And Vol Joined At The Hip Following up from last week, our Economic Impulse Indicator (EII) caught the attention of a number of our clients, igniting a healthy exchange. One criticism is that this Indicator has had some big misses in the past. This is true, but the recent history (since mid-1990s) has enjoyed an extremely high correlation. Importantly, if we show SPX profits as an impulse, the fit with the EII increases considerably (bottom panel, Chart 3). In addition, the EII moves in lockstep with the impulse of S&P 500 momentum (second panel, Chart 3). Chart 3Economic Impulse Yellow Flag Nevertheless, our worry remains intact and the risk of modest economic disappointment sometime early next year is rising (Chart 4). On that front, another indicator that continues to show signs of stress is the credit card chargeoff rate of U.S. commercial banks, excluding the 100 largest outfits. According to the Fed, both delinquencies and chargeoffs are near recessionary levels, a message large banks do not corroborate, at least not yet (Chart 5). Chart 4Economic Growth Trouble Chart 5Watch Credit Quality True, we do not think the consumer is at the cusp of retrenching as a tight labor market and rising wage inflation should boost disposable income, but rising interest rates are a clear headwind. Importantly, the fact that regional banks are sniffing out some credit quality trouble is disconcerting especially given the recent anecdote of commercial real estate (CRE) chargeoffs at Bank OZK, a regional bank that epitomizes the CRE excesses of the current cycle. We will continue to monitor our Indicators for further evidence of deteriorating credit quality. While all these risks are worrisome, and a surge in the U.S. dollar is a key EPS risk for 2019, last Friday we triggered our "buy the dip" strategy for long-term oriented capital that we have been touting recently - as the SPX hit the 10% drawdown mark since the late-September peak - predicated on BCA's view of no recession in the coming 12 months.3 In fact, none of the boxes in the three signposts we track to call the end of the cycle have been checked yet (please refer to last week's report for a recap).4 In addition, the multiple has reset significantly lower (down 20% from the cyclical peak set in January) flirting with the late-2015/early-2016 lows (Chart 6), leaving the onus on EPS to do the heavy lifting. Chart 6Wholesale Liquidation Should Bring Out Bargain Hunters On that front, Q3 earnings season has been solid, despite the input cost inflation worries that MMM and CAT rekindled recently (please look forward to reading next week's pricing power update where we gauge if the U.S. corporate sector will be in a position to pass on input cost inflation down the supply chain or to the consumer). This week we downgrade a transportation sub-group that has been on fire, and update our view on an energy index we continue to dislike. Time To Get Off The Rails We have been riding the rails juggernaut for roughly 16 months, but the time has come to get off board. Chart 7 shows that technical conditions are overbought and relative valuations are pricey, hovering near previous extremes as investors are extrapolating good times far into the future. Such euphoric readings have historically been synonymous with a high relative performance mark for this key transportation sub-index and are a cause for concern. Chart 7Overvalued And Overbought We do not want to overstay our welcome on the S&P rails index for a number of reasons. First, its is quite perplexing why this capital intensive industry has been cutting capex as the rest of the non-financial corporate sector has been growing gross fixed capital formation at near double-digit rates (second panel, Chart 8). Chart 8Capex Blues Adding insult to injury, railroad CEOs have been changing the capital structure of their respective firms by borrowing extensively in order to retire equity (in order to satisfy shareholders) and thus artificially massaging EPS higher. Going through the recent history of the constituents' financial statements is worrying. Net debt-to-EBITDA is up 75% since early-2015 near 2.2x and higher than the overall market, largely driven by rising indebtedness (Chart 8). Taken together, lack of investment and a higher debt burden are painting a grim backdrop, especially if cash flow growth suffers a mishap. Second, the global manufacturing outlook has downshifted on the back of Trump's trade rhetoric and China's larger than anticipated slowdown. Tack on our souring margin proxy and relative EPS euphoria resting mostly on equity retirement is under attack (second panel, Chart 9). Chart 9Warning Signals... Third, two of our key industry Indicators have suddenly turned south. Our Railroad Indicator has dropped into the contraction zone and our Rail Shipment Diffusion Indicator has fallen off a cliff lately (Chart 10). The implication is that rail freight demand is likely on the verge of cresting. Chart 10...Abound... Fourth, industry operating metrics are deteriorating, at the margin. Intermodal rail shipments have rolled over. In fact, toppy consumer confidence alongside decreasing traffic at the Port of Los Angeles signal that the path of least resistance is lower for this key rail freight category, comprising 50% of total carloads (Chart 11). In addition, coal shipments are moribund, despite the recent slingshot recovery in natural gas prices that should have enticed utilities to switch out of nat gas and into coal for electricity generation (not shown). Chart 11...Even In Intermodel... However, there are some positive offsets that prevent us from turning outright bearish on the S&P rails index. This transportation sub group is an oligopoly and is in the driver's seat with regard to pricing power (middle panel, Chart 12). In other words, it has the ability to pass rising diesel costs through to its clients as a fuel surcharge. Alternative modes of transportation like air freight and trucking are available, at least for some rail categories, but the switching costs are typically prohibitive and the relative price advantages few and far between. Chart 12...But There Are Offsets Further, rail pricing power is a key input to our railroad EPS model and the message from our model is that EPS have more upside, at least until Q1/2019. Thus, we refrain from swinging all the way to a below benchmark allocation. Adding it up, overbought technicals, pricey valuations, declining capex rising indebtedness and softening operating metrics argue for hopping off the rails. Bottom Line: Lock in gains of 15% since inception in the S&P rails index and downgrade to neutral. The ticker symbols for the stocks in this index are: BLBG: S5RAIL - UNP, CSX, NSC, KSU. Refiners Crack Under Pressure Pure-play refiners remain our sole underweight within the energy space, and despite recent M&A activity, they have trailed the broad market by 9% since the early-July inception. More downside looms, and we continue to recommend a below benchmark allocation in the S&P oil & gas refining & marketing index. We remain puzzled with sell-side analysts' extreme long-term EPS euphoria in this niche energy space. Historically, when an index catapults to a 25%/annum 5-year forward EPS growth rate, it is time to run for cover: the tech sector in the late 1990s, biotech stocks in the early-2000s and in 2014 and, most recently, semi equipment stocks in late-2017 all painfully demonstrate that stocks hit a wall when profit euphoria is so elevated (bottom panel, Chart 13). Chart 13Too Good To Be True Refiners are currently trading at a 45%/annum long-term EPS growth rate. While at first we thought base effects were the culprit, a closer inspection reveals that those effects were filtered out late last year and the recent increase in expected growth rate from 20% to north of 45% defies logic (middle panel, Chart 13). We expect a sharp revision to a rate below the broad market in the coming months, as refining stocks also continue to correct lower. There are a few reasons why we anticipate such a gravitational pull back down to earth. Refined product consumption is falling and that exerts a downward pull on refining profitability. This letdown in demand is materializing at a time when gasoline inventories are rising at a high mid-single digit rate (gasoline inventories shown inverted, bottom panel, Chart 14). Chart 14Bearish Supply Demand Backdrop Not only have light vehicle sales crested, but also vehicle miles driven are flirting with the contraction zone, weighing heavily on gasoline demand prospects (second panel, Chart 15). Chart 15No Valuation Cushion Ultimately, pricing discovery resolves any supply/demand imbalances and most evidence currently points to at least an easing in crack spreads. Chart 16 highlights that crude oil inventories are trailing the buildup in refined products stocks and that is pressuring refining margins. Chart 16Mixed Signals... The implication is that refining industry profits will underwhelm, which will catch investors and analysts by surprise given their near and long-term optimistic EPS assessment. If our weak profit backdrop pans out, then a lack of a valuation cushion suggests that relative share prices will likely suffer a significant drawdown (bottom panel, Chart 15). Nevertheless, there are two related positive offsets. And, if they were to persist then our bearish view on refiners would be offside. The widening Brent-WTI crude oil spread suggests that crack spreads could reverse course if it stays stubbornly elevated. This wide oil price differential has pushed refining net exports close to all-time highs and represents a profit relief valve as the energy space has, up to now, escaped the trade wars unscathed (Chart 17). Chart 17...On Crack Spreads Netting it out, rising refined product stocks, softening gasoline demand, and excessive analyst profit optimism underscore that more pain lies ahead for refiners. Bottom Line: Continue to avoid the S&P oil & gas refining & marketing index. The ticker symbols for the stocks in this index are: BLBG: S5OILR - PSX, VLO, MPC and HFC. Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com 1 Please see BCA U.S. Equity Strategy Report, "The "FIT" Market" dated October 9, 2018, available at uses.bcaresearch.com. 2 Please see BCA U.S. Equity Strategy Special Report, "Top 10 Reasons We Still Like Banks" dated March 5, 2018, available at uses.bcaresearch.com. 3 Please see BCA U.S. Equity Strategy Insight, "Time To Bargain Hunt" dated October 26, 2018, available at uses.bcaresearch.com. 4 Please see BCA U.S. Equity Strategy Report, "Icarus Moment?" dated October 22, 2018, available at uses.bcaresearch.com. Current Recommendations Current Trades Size And Style Views Favor value over growth Favor large over small caps