Market Capitalization: Large / Small

Key Portfolio Highlights The S&P 500 has started 2019 with a bang as dovish cooing from the Fed has proven a tonic for equities. While we have not entirely retraced the path to the early-autumn highs, our strategy of staying cyclically exposed, based on our view of an absence of a recession in 2019, has proven a profitable one as investor capitulation reached extreme levels (Charts 1 & 2). Chart 1CapitulationChart 2Selling Is Exhausted Importantly, risk premia have been deflating as the end-of-year spike in volatility has subsided and junk spreads have narrowed from the fear-induced heights in December (Chart 3). Chart 3Risk Premia Renormalization Nevertheless, in order for the reflex rebound since the late-December lows to morph into a durable rally, the macro/policy backdrop has to turn from a headwind to a tailwind. We are closely monitoring three potential positive catalysts: A definitively more dovish Fed, which would help restrain the greenback A continuation of the earnings juggernaut A positive U.S./China trade resolution With respect to the first of these, the S&P 500 convulsed following the December 19 Fed meeting and suffered a cathartic 450 point peak-to-trough fall two months ago. The Fed likely made a policy error, and Fed Chair Powell’s resolve is getting tested as has happened with every Chair since Volcker (Charts 4 & 5). Chart 4Powell's Resolve Getting Tested Chart 5Fed Policy Mistake The rising odds of a pause in the Fed tightening cycle, at least for the first half of the year, will likely serve as a welcome respite for equities. Our second catalyst has been gaining steam through the Q4 earnings season which has seen continuation of the double-digit earnings growth of the prior three quarters. Our earnings model points to a moderation of earnings growth in the year to come, in line with sell-side expectations (Chart 6). Our 2019 year-end target remains 3,000 for the SPX, based on $181 2020 EPS and a 16.5x multiple.1 This represents a 6% EPS CAGR, assuming 2018 EPS ends near $162. Chart 6EPS Growth > 0 In Chart 7, we show that financials, health care and industrials are responsible for 61% of the SPX’s expected profit growth in 2019 while technology’s contribution has fallen to a mere 7.2%. While the risk of disappointment encompases financials, health care and industrials, there are high odds that tech surprises to the upside as it has borne the brunt of recent negative earnings revisions (Charts 8 & 9). Chart 8Earnings Revisions... Chart 9...Really Weigh On Tech Lastly, the negativity surrounding the slowdown in China is likely fully reflected in the market (Chart 10), implying an opportunity for a break out should a positive resolution to the U.S./China trade spat be delivered. China’s reflation efforts suggests that the Chinese authorities remain committed to injecting liquidity into their economy (Chart 11). Chart 10China Slowdown Baked In The Cake Chart 11Reflating Away Already, the PBOC balance sheet, with over $5.5tn in assets, is expanding anew. Empirical evidence suggests that SPX momentum and the ebb and flow of the PBOC balance sheet are joined at the hip, and the current message is positive (Chart 12). All of these underlie our style preferences for cyclicals over defensives2 and international large caps over domestically-geared small caps. Chart 12Heed The PBoC Message Chris Bowes, Associate Editor chrisb@bcaresearch.com S&P Financials (Overweight) The divergence between the directions for our CMI and valuation indicator (VI) for S&P financials has reached stunning levels, with the former accelerating into pre-GFC territory and the latter falling to two standard deviations below fair value. Our technical indicator (TI) is sending a relatively neutral message, though this does not diminish the most bullish signal in our cyclical indicator’s history (Chart 13). Chart 13S&P Financials (Overweight) The ongoing strength of the U.S. economy is the driver of such a positive indicator, particularly with respect to the key S&P banks sub index. Our total loans & leases growth model and BCA’s C&I loan growth model (second & bottom panels, Chart 14) are in positive territory. The latter is significant given that C&I loans are the single biggest credit category in bank loan books. Importantly, C&I loans have gone vertical recently topping the 10.5% growth mark despite softening capex intentions and CEO confidence. Further, multi-decade highs in consumer confidence are offsetting the Fed’s tightening cycle and suggest that consumer loans, another key lending category, will also gain traction (third panel, Chart 14). In the context of the generationally high employment rate, the implied lower defaults should drive amplified profit improvement from this credit growth. We reiterate our overweight recommendation. Chart 14Loan Growth Drives Profits S&P Industrials (Overweight) The still-solid domestic footing has maintained our industrials CMI close to its cyclical highs, which are also some of the most bullish in the history of the indicator. However, stock prices have not responded accordingly and our VI has descended mildly from neutral to undervalued. Our TI sends a much more definitive message and stands at a full standard deviation into oversold territory (Chart 15). Chart 1515. S&P Industrials (Overweight) While their cyclical peers S&P financials are almost exclusively a domestic play, S&P industrials have been weighed down by trade flare ups for most of the past year (bottom panel, Chart 16). Accordingly, much of the benefit of positive domestic capex indicators and the more tangible capital goods orders maintaining a supportive trajectory has failed to show up in relative EPS growth (second & third panels, Chart 16), though the latter has recently hooked much higher. Chart 16Industrial Earnings Growth Has Recovered S&P Materials (Overweight) Our materials CMI has made a turn, rising off its lowest level in 20 years. This has coincided with our VI bouncing off its cyclical low, though it remains in undervalued territory. The signal is shared by our TI which has only recently recovered from a full standard deviation into the oversold zone, a level that has historically presaged S&P materials rallies (Chart 17). Chart 17S&P Materials (Overweight) When we upgraded the S&P materials sector to overweight earlier this year, we noted that China macro dominates the direction of U.S. materials stocks. On the monetary front, the Chinese monetary easing cycle continues unabated and the near 150bps year-over-year drop in the 10-year Chinese Treasury yield will soon start to bear fruit (yield change shown inverted and advanced, bottom panel, Chart 18). The renminbi also moves in lockstep with relative share prices. The apparent de-escalation in the U.S./China trade tensions has boosted the CNY/USD and is signaling that a playable reflation trade is in the offing in the S&P materials sector (top panel, Chart 18). Chart 18Chinese Data Drives Materials Performance S&P Energy (Overweight) Our energy CMI has moved horizontally for the past six quarters, though this followed a snap-back recovery from the extremely depressed levels of 2016 and 2017. Meanwhile both our VI and TI have descended steeply into buying territory with the former approaching two standard deviations below fair value (Chart 19). Chart 19S&P Energy (Overweight) As with the CMI, the relative share price ratio for the S&P energy index has moved laterally since our mid-summer 2017 upgrade to overweight. Interestingly, the integrated oil & gas energy subindex neither kept up with the steep oil price advance until the end of September, nor with the recent drubbing in crude oil prices (top panel, Chart 20). Put differently, oil majors never discounted sustainably higher oil prices, and are also refraining from extrapolating recent oil prices weakness far into the future. Chart 2020. The Stage Is Set For A Recovery In Crude Prices Nevertheless, the roughly 30% per annum growth in U.S. crude oil production is unsustainable and, were production to remain near all-time highs and move sideways in 2019, then the growth rate would fall back to the zero line. Such a paring back in the growth rate would likely balance the oil market and pave the way for an oil price recovery (oil production shown inverted, bottom panel, Chart 20). This echoes BCA’s Commodity & Energy Strategy service, which continues to forecast higher oil prices into 2019, a forecast which should set the stage for a sustainable rebound next year in S&P energy profits, the opposite of what analysts currently expect (Chart 7). S&P Consumer Staples (Overweight) An improving macro environment is reflected in our consumer staples CMI that has vaulted higher in recent months. However, the strong recent relative outperformance has also shown up in our VI which, though still in undervalued territory, has recovered significantly. Our TI has fully recovered and now sends a neutral message (Chart 21). Chart 21S&P Consumer Staples (Overweight) The surging S&P household products sector has been carrying the S&P consumer staples index on its back as solid pricing efforts have been dragging results and forward guidance higher. While household product sales have been enjoying a multi-year growth phase (second panel, Chart 22), it has largely been driven by volumes. However, the recent resurgence in pricing power (third panel, Chart 22) has given volume gains an added kick, pushing sales further. Meanwhile, exports have continued their two-year ascent despite the tough currency environment and the upshot is that relative EPS growth will likely remain upbeat (bottom panel, Chart 22). In light of challenged EM consumer spending growth, this signal is very encouraging. Chart 22Household Products Is Carrying Staples S&P Health Care (Neutral) Our health care CMI has been treading water recently. Further, a recovery in pharma stocks has taken our VI from undervalued to a neutral position, while our TI sends a distinctly bearish message as health care stocks have been overbought (Chart 23). Chart 23S&P Health Care (Neutral) Healthcare stocks have outperformed in the back half of 2018. Recently a merger mania that has swept through the pharma and biotech spaces has underpinned relative share prices. The last three months have seen an explosion of deals, including the largest biopharma deal ever (Bristol-Myers Squibb buying Celgene for approximately $90 billion) with other global deals falling not too far behind (Takeda buying Shire for $62 billion mid-last year). Such exuberance has clearly confirmed that merger premia are alive and well in the S&P pharma index. It is not merely rising premia that have taken pharma higher either. Pricing power has entered the early innings of a recovery (top panel, Chart 24) while the key export channel points to increasingly bright days ahead (second panel, Chart 24). However, the rise of regulatory pressure from the Trump administration may cause better pricing to prove fleeting. Chart 24Merger Mania In Pharma Further, pharma’s consolidation phase has come at a cost to sector leverage ratios that have dramatically expanded (bottom panel, Chart 24). Such profligacy may come to haunt the sector should the pricing power recovery falter. S&P Technology (Neutral) Our technology CMI has been moving laterally for the better part of the last three years, though the S&P technology index has ignored the macro headwinds and soared higher over that time. Our VI remains on the overvalued side of neutral, despite the recent tech selloff while our TI has been retrenching into oversold territory (Chart 25). Chart 25S&P Technology (Neutral) Until the end of last year, we maintained a barbell portfolio within the sector by recommending an overweight position in the late-cyclical and capex-driven technology hardware, storage & peripherals and software indexes while recommending an underweight position in the early-cyclical semi and semi equipment indexes. However, we recently upgraded the niche semi equipment to overweight for three reasons. First, trade policy uncertainty has dealt a blow to this tech subindex. Not only are 90% of sales foreign sourced, but a large chunk is also China-related sales. Second, emerging market financial indicators are showing some signs of life, underscoring that semi equipment demand may turn out to be marginally less grim than currently anticipated (second panel, Chart 26). Third, long term semi equipment EPS growth estimates have recently collapsed to a level far below the broad market, indicating that the sell side has thrown in the towel on this niche sector (third panel, Chart 26). Chart 26A Bottom In Semi Equipment Overall, and despite our more bullish view on semi equipment, we continue to recommend a neutral weighting in S&P technology. S&P Utilities (Underweight) Our utilities CMI has recovered recently, bouncing off its 25-year low, driven by the modest easing in interest rates, (Chart 27). This has also manifested in a recovery in the S&P utilities index as this fixed income proxy has reacted to the recent fall in Treasury yields (change in yields shown inverted, top panel, Chart 28) and jump in natural gas prices. Further, utilities are typically seen as a domestic defensive play and the recent trade troubles have made utilities soar in a flight to safety. Chart 27S&P Utilities (Underweight) We think the tailwinds lifting utilities are transitory and likely to shift to headwinds. First, one of our key themes for the back half of the year is rising interest rates; a move higher in yields will have a predictably negative impact on these high-dividend paying equities. Second, a flight to safety looks fleeting; the ISM manufacturing new orders index usually moves inversely in lock step with utilities and the most recent message is negative for the S&P utilities index (ISM manufacturing new orders index shown inverted, second panel, Chart 28). Meanwhile, S&P utilities earnings estimates have continued to trail the broad market, having taken a significant step down this year (third panel, Chart 28). Chart 28Rising Rates In Late-2019 Will Be A Headwind For Utilities Our VI and TI share this bearish message as the VI is deeply overvalued and the TI is in overbought territory (Chart 27). S&P Real Estate (Underweight) Our real estate CMI has recently started to turn up, though this is off the near decade-low set last year and remains deeply depressed relative to history (Chart 29). This is principally the result of the backup in interest rates since late last year and the lift they have given to the sector, which has been a relative outperformer over the past six months (top panel, Chart 30). Much like the S&P utilities sector in the previous section, and in the context of BCA’s higher interest rate view, we continue to avoid this sector. Chart 29S&P Real Estate (Underweight) Along with the modest reprieve in borrowing rates, multi family construction continues unabated (second panel, Chart 30), likely driven by all-time highs in CRE prices (third panel, Chart 30). In the absence of an outright contraction in construction, recent weakening in occupancy (bottom panel, Chart 30) will likely prove deflationary to rents, and thus profit prospects. Chart 30Falling Occupancy Will Hurt REIT Profits Our VI suggests that REITs are modestly overvalued, though the recent outperformance has driven our TI to an overbought condition (Chart 29). S&P Consumer Discretionary (Underweight) Our consumer discretionary CMI has ticked up recently, pushed higher by resiliency in consumer data. However, the S&P consumer discretionary index has clearly responded, pushing against 40-year highs relative to the S&P 500 and taking our VI to two standard deviations above fair value (Chart 31). Much of this should be attributed to Amazon (roughly 30% of the S&P consumer discretionary index) and their exceptional 12% outperformance relative to the broad market over the past year. Chart 31S&P Consumer Discretionary (Underweight) While we have an underweight recommendation on the S&P consumer discretionary index, we have varying intra-segment preferences, highlighted by the recent inception of a pair trade going long homebuilders and short home improvement retailers (HIR). Housing starts and building permits are extremely sensitive to interest rates, depend on first time home buyers and move in lockstep with the homeownership rate. Currently, interest rates are easing, the homeownership rate is coming out of its GFC funk and first time home buyers are slated to make a comeback this spring selling season. This is a boon for homebuilders at the expense of HIR (top & middle panels, Chart 32). Further, the price of lumber is a key determinant of relative profitability: lumber represents an input cost to homebuilders whereas it is an important selling item in Big Box building & supply retailers that make a set margin on it. The recent drubbing in lumber prices should ease margin pressures on homebuilders but eat into HIR profits (momentum in lumber prices shown inverted and advanced in bottom panel, Chart 32). Chart 32Long Homebuilders / Short Home Improvement Retailers S&P Communication Services (Underweight) As the newly-minted communication services has little more than four months of existence, we do not have adequate history to create a cyclical macro indicator. However, we have created Chart 33 with a number of valuation indicators, though we caution that they too are less reliable than the other indicators presented in the preceding pages, owing to a dearth of history. Chart 33S&P Communication Services (Underweight) Rather, we refer readers to our still-fresh initiation of coverage on the sector3 and look forward to being able to deliver something more substantive in the future. Size Indicator (Favor Large Vs. Small Caps) Our size CMI has been hovering near the boom/bust line, as it has for most of the last two years (Chart 34). Despite the neutral CMI reading, we downgraded small caps in the middle of last year,4 and moved to a large cap preference, based on the diverging (and unsustainable) debt levels of small caps vs. their large cap peers (bottom panel, Chart 35). This size bias remains a high conviction call for 2019. Chart 34Favor Large Vs. Small Caps Macro data too has turned against small caps. Recent NFIB surveys have shown that small business optimism has continued to fall through the end of the year, albeit from a very high level (top panel, Chart 35). This has coincided with the continued slide of small cap stocks relative to their large cap peers. Chart 35Small Caps Have A Big Balance Sheet Problem Further, the percentage of small businesses with planned labor compensation increases continues to set new all-time highs and deviates substantially from the national trend (second panel, Chart 35). This divergence becomes more worrying when plotted against those same firms increasing prices (third panel, Chart 35), which has trailed for some time and recently flattened. The inference is that margin pressure is intensifying and likely to continue for the foreseeable future. In the context of the absence of small cap balance sheet discipline during the past five years, ongoing large cap outperformance seems ever more likely. Footnotes 1      Please see BCA U.S. Equity Strategy Weekly Report, “ Catharsis,” dated January 14, 2019, available at uses.bcaresearch.com. 2      Please see BCA U.S. Equity Strategy Weekly Report, “ Don't Fight The PBoC,” dated February 4, 2019, available at uses.bcaresearch.com. 3      Please see BCA U.S. Equity Strategy Daily Insight, “New Lines Of Communication,” dated October 1, 2018, available at uses.bcaresearch.com. 4      Please see BCA U.S. Equity Strategy Daily Insight, “Small Caps Have A Big Balance Sheet Problem,” dated May 10, 2018, available at uses.bcaresearch.com.

Prefer Large Caps To Small Caps (High-Conviction) This week’s NFIB survey showed that small business optimism has continued to fall through the end of the year, albeit from a very high level (top panel). This has coincided with the continued slide of small cap stocks relative to their large cap peers. What stood out to us was the percentage of small businesses with planned labor compensation increases continuing to set new all-time highs and deviating substantially from the national trend (second panel). This divergence becomes more worrying when plotted against those same firms increasing prices (third panel), which has trailed for some time and recently flattened. The inference is that margin pressure is intensifying and likely to continue for the foreseeable future. In the context of the absence of balance sheet discipline small caps have shown in the past five years (bottom panel), ongoing large cap outperformance seems ever more likely. Bottom Line: We reiterate our high-conviction call favoring large over small caps.    

  The most recent National Federation of Independent Business (NFIB) small-business optimism index marked a notable shift in small business sentiment, coming in at its lowest level in seven months. Considering its correlation with the relative performance of small cap equities, it is no wonder the latter have been falling recently. Two drivers underlie the weak survey: first, far fewer respondents expect the economy to improve (a net 11% fewer month-over-month) and second, planned labor compensation increases have continued to push new highs (second panel). It is the latter of these that causes us the most concern, particularly considering the divergence from the national trend. Historically, small and large caps have shared similar levels of profitability but that relationship has steeply diverged over the last three years (bottom panel). We expect small caps will struggle harder to fill vacancies (currently the biggest challenge facing small business owners, according to the NFIB survey) relative to large caps, implying ongoing margin challenges from relatively higher compensation cost growth. In an era where small cap leverage ratios are skyrocketing relative to large caps,1 margin compression is especially worrying and the resulting higher equity risk premium should continue to drag small caps down. We reiterate our high-conviction underweight recommendation on small caps relative to large caps. 1    Please see BCA U.S. Equity Strategy Insight Report, “ The Days In The Sun Are Over For Small Caps,” dated December 7, 2018, available at uses.bcaresearch.com.  

  Underweight Small Caps/Large Caps (High-Conviction) Small caps are severely debt saddled. Sustained small cap balance sheet degradation is worrying, with S&P 600 net debt-to-EBITDA close to 4 compared with less than 2 for the SPX (second panel). Such gearing is fraught with danger as one of our key themes for 2019 is a higher Fed funds rate. Small and medium enterprises (SMEs) have a higher dependency on bank credit as opposed to the bond market access that mega caps enjoy. Most bank credit is floating rate debt and so are lines of credit, and as the Fed remains firm on tightening monetary policy, interest expense costs are skyrocketing for SMEs. In a relative sense this will weigh on net profits. Moreover, small caps are a lot more sensitive to interest rates, and the selloff in the 10-year Treasury note heralds more pain in 2019 (top panel). Another way to showcase small caps’ riskier status is the close correlation they have with the relative EM equity share price ratio. When EMs outperform the SPX, small caps follow suit and vice versa. Importantly a wide gap has opened recently and we suspect that it will narrow via small caps following the EM higher beta stocks lower (SPX vs. EM ratio shown inverted, bottom panel). Bottom Line: We put the size bias favoring large caps in our high-conviction calls list for 2019; please see Monday’s Weekly Report for more details.

Highlights Portfolio Strategy Higher interest rates, with the Federal Reserve tightening monetary policy three more times in the next seven months, will be the dominant theme next year. All four of our high-conviction underweight calls are levered to this theme. The later stages of the U.S. capex upcycle underpin three of our high-conviction overweight calls for 2019. Recent Changes Downgrade the S&P Home Improvement Retail index to underweight today. Trim the S&P Interactive Media & Services index to a below benchmark allocation today.  Table 1 Feature Fed policy will dominate markets next year as the dual tightening backdrop – rising fed funds rate and accelerated downsizing of the Fed balance sheet – remains intact. Two weeks ago we raised the question: is the Fed tightening monetary policy too far too fast?1 In more detail, we put the latest monetary tightening cycle in historical perspective and examined trough-to-peak moves in the fed funds rate since the 1950s (Chart 1). Chart 1Too Far Too Fast? A good friend I call “the smartest man in California” correctly pointed out that 500bps of tightening today is not the same as in the 1970s or 1980s. Chart 2 adjusts for that by including the average nominal GDP growth rate during these tightening episodes and adds more color to each era. As a reminder, the latest cycle that commenced in December 2015 is already 25bps above the median, if one uses the Wu-Xia shadow fed funds rate to capture the full quantitative easing effect, and above-average nominal output growth. Chart 2Trough-To-Peak Tightening Cycle Already Above Historical Median Trying to answer the question, we are concerned that as the Fed remains committed to tighten monetary policy three more times by mid-2019, a yield curve inversion looms, especially if the U.S. economy suffers a soft patch in the first half of next year (please refer to our Economic Impulse Indicator analysis in the October 22ndand November 19th Weekly Reports). This would signal at least a pause, if not reversal, in Fed policy. With that in mind, this week we are revealing our high-conviction calls for 2019. Four of our calls are a play on this tightening monetary backdrop that is one of BCA’s themes for next year.2 The later stages of the U.S. capex upcycle underpin three of our high-conviction calls. Table 22018 High-Conviction Calls Recap However, before we highlight our 2019 high-conviction calls in detail, Table 2 tallies our calls from last year. We had a stellar performance in our 2018 high-conviction calls with an average excess return of 11.6% versus the S&P 500. As the year turns the corner, closing out the remaining calls brings down the average relative return to 7.5%, still a very impressive number, with a total of ten hits and only two misses for the year.    Anastasios Avgeriou, Vice President U.S. Equity Strategy anastasios@bcaresearch.com     Software (Overweight, Capex Theme) Software stocks are our first hold out from last year’s high-conviction overweight list, levered to the capex upcycle theme. Chart 3 shows that relative capital outlays and the share price ratio are joined at the hip. Software upgrades offer the simplest, quickest and most effective capital deployment, especially when productivity gains ground to a halt. Importantly, leading indicators of overall capex remain upbeat and should continue to underpin software profits. Beyond capex, M&A has been fueling software stock prices. It did not take long for the large CA acquisition to get surpassed by RHT and more recently SYMC was also rumored to be in play (Chart 3). Inter-industry M&A activity is reaching fever pitch and this frenzy is bidding up premia to stratospheric levels. The push to the cloud, SaaS and even AI has boosted the appeal of software stocks and brought them to the forefront of potential takeout candidates. These are secular trends and will likely continue to gain steam irrespective of the different stages in the business cycle. As a result, software stocks should remain core tech holdings in equity portfolios. The recovery in the software price deflator (Chart 3), a proxy for industry pricing power, corroborates the upbeat demand backdrop. With regard to financial statements, software stocks have pristine balance sheets with more cash on hand than debt, which sustains the net debt-to-EBITDA ratio in negative territory. Interest coverage is great at 10x and free cash flow generation is expanding smartly. The ticker symbols for the stocks in this index are: BLBG: S5SOFT - MSFT, ORCL, ADBE, CRM, INTU, RHT, ADSK, SNPS, CTXS, ANSS, CDNS, FTNT and SYMC. Chart 3Software   Air Freight & Logistics (Overweight, Capex Theme) Air freight & logistics stocks are the second hold out from our high-conviction overweight list, although we added it to list only in late-March. This transportation sub-index laggered is a capex and trade de-escalation play for the first half of 2019. Importantly, energy costs comprise a large chunk of freight services input costs and the recent drubbing in oil markets will boost margins especially on the eve of the busiest season for courier delivery services (top panel, Chart 4). On that front, there are high odds that this holiday sales season will be another record setting one, as wage inflation is underpinning discretionary incomes. Keep in mind that the accelerating domestic manufacturing shipments-to-inventories ratio confirms that demand for hauling services is upbeat. The implication is that rising demand for freight services will buoy industry profits and lift valuations out of their recent funk (Chart 4). Firming industry operating metrics also tell a positive story and suggest that relative share prices will soon take off. Air freight pricing power has been healthy, in expansionary territory and above overall inflation measures. While the U.S./China trade tussle and the appreciating greenback are clear risks to our sanguine S&P air freight & logistics transportation subindex, most of the grim news is already reflected in depressed relative forward profit estimates, bombed out valuations and washed out technicals (Chart 4). The ticker symbols for the stocks in this index are: BLBG: S5AIRF - FDX, UPS, EXPD and CHRW. Chart 4Air Freight & Logistics   Defense (Overweight, Capex Theme) We have been overweight the pure-play BCA defense index since late-2015 and there are high odds that this juggernaut that really commenced with the George Walker Bush presidency remains in a secular growth trajectory. Our strategy is to add exposure on any meaningful pullbacks and keep this index as a structural overweight within the GICS1 S&P industrials index. The recent drawdown offers such an opportunity and we are adding this index to the 2019 high-conviction overweight list. The rise of global "multipolarity" - or competition between the world's great nations - and the decline of globalization, along with a global arms race and increased risk of cyber-attacks, have been documented in our "Brothers In Arms" Special Report. These trends all signal that global defense related spending will remain upbeat in the coming decade.3 In the U.S. in particular, where military spending in absolute terms is greater than the rest of the world put together, defense spending and investment have bottomed and will continue to accelerate (Chart 5). In fact, the CBO continues to project that defense outlays will jump further next year. While such a breakneck pace is clearly unsustainable, President Trump is serious about upgrading and updating the U.S. military in order to keep China's geopolitical and military ascendancy in check (as well as to deal with Russia and Iran).4 The upshot is that defense outlays will continue to expand into the 2020s. Such a buoyant demand backdrop is music to the ears of defense contractor CEOs, and represents a boost to defense equity revenue growth prospects. This capital goods sub-industry has extremely high fixed costs and thus any increase in top line growth flows straight to the bottom line. Put differently, 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 takeout premia. A closer look at operating metrics corroborates 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. 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%/annum or twice as fast as overall capex (Chart 5 on page 7). While interest coverage has been modestly deteriorating, it is twice as high as the overall market (Chart 5 on page 7). Impressively, defense ROE is running near 30%, again roughly double the rate of the broad market. The ticker symbols for the stocks in the BCA defense index are: LMT, LLL, NOC, GD and RTN. Chart 5Defense   Consumer Discretionary (Underweight, Higher Fed Funds Rate Theme) We recommend investors avoid the consumer discretionary sector that suffers when interest rates rise. Chart 6 depicts this inverse correlation consumer discretionary equities have with interest rates, especially the fed funds rate. Most discretionary equites are levered off of floating rates and thus any increase in the fed funds rates gets reflected immediately in banks' prime lending rate. Also, most consumer debt is floating rate debt and thus tighter monetary conditions, at the margin, dampen consumer debt uptake and, as a knock-on effect, weigh on discretionary consumer outlays. Recently we highlighted that, now that the Fed has been raising rates and allowing bonds to roll off its balance sheet, volatility is making a comeback. Unsurprisingly, the consumer discretionary share price ratio is inversely correlated with the VIX index, signaling that more pain lies ahead for this early cyclical index (VIX shown inverted, Chart 6). Sentiment and technical indicators also point to more downside ahead for this interest-rate sensitive index. Our sector advance/decline line is waning and EPS breadth has plunged. Worrisomely, sell-side analysts are penciling in an extremely optimistic 5-year outlook with EPS growth 23.4%/annum or 1.4 times higher than the overall market. Clearly this is not realistic as it assumes a tripling of EPS in the coming 5 years. Relative EPS estimates have already given way as AMZN commands very little EPS weight, despite its massive market cap weight (30% of the S&P consumer discretionary sector), and suggests that relative share prices will converge lower (Chart 6 on page 9). As a result, the 12-month forward P/E ratio is trading at a 24% premium to the broad market and significantly above the historical mean. Technicals are almost as extended as relative valuations and cyclical momentum has likely peaked, warning that a downdraft in relative share prices looms (Chart 6 on page 9). Chart 6Consumer Discretionary   Home Improvement Retail (Underweight, Higher Fed Funds Rate Theme) While the probablity of a housing recession remains low, we are concerned that too much euphoria is already priced in the S&P home improvement retail (HIR) index, and there are high odds that next year HIR will suffer the same fate as homebuilders did this year (Chart 7). Thus, we are downgrading the S&P HIR index to underweight and adding it to the high-conviction underweight list for 2019. Fixed residential investment (FRI) as a percentage of GDP is up 50% from trough to the recent peak, whereas relative HIR performance is up 170% in the same time frame. Our worry is that optimistic sell side analysts' relative profit forecasts will be hard to attain, let alone surpass as FRI is steadily sinking (Chart 7). Worrisomely, our HIR model has plunged on the back of the wholesale liquidation in lumber prices and rising interest rates (Chart 7). Lumber deflation will prove a profit headwind as building supply Big Box retailers make a set margin on wood products. Select industry operating metrics suggest that the easy profits are behind HIR. Not only is our productivity growth proxy (sales per employee) on the verge of deflating, but also an inventory surge has sunk the HIR sales-to-inventories ratio into the contraction zone. Finally, there is rising supply of new and existing homes for sale already on the market, and that puts off remodeling activity at least until this supply glut clears (months' supply shown inverted, Chart 7). The ticker symbols for the stocks in this index are: BLBG: S5HOMI - HD, LOW. Chart 7Home Improvement Retail   Short Small Caps/Long Large Caps (Higher Fed Funds Rate Theme) The days in the sun are over for small cap stocks and we are compelled to put the size bias favoring large caps in our high-conviction calls list for 2019. Small caps are severely debt saddled. Sustained small cap balance sheet degradation is worrying, with S&P 600 net debt-to-EBITDA close to 4 compared with less than 2 for the SPX (Chart 8). Such gearing is fraught with danger as the default rate has nowhere to go but higher. Small and medium enterprises (SMEs) have a higher dependency on bank credit as opposed to the bond market access that mega caps enjoy. Most bank credit is floating rate debt and so are lines of credit, and as the Fed remains firm on tightening monetary policy, interest expense costs are skyrocketing for SMEs. In a relative sense this will weigh on net profits. Moreover, small caps are a lot more sensitive to interest rates, and the selloff in the 10-year Treasury note heralds more pain in 2019 (Chart 8). Small caps are high(er) beta stocks and when volatility spikes they underperform large caps. When the Fed ballooned its balance sheet and dropped the fed funds rate to zero it suppressed volatility. Now that the Fed has been decreasing the size of its balance sheet and raising interest rates, this is working in reverse and volatility is making a comeback as we have been highlighting in our research, and will continue to weigh on small caps (VIX shown inverted, middle panel, Chart 8). Another way to showcase small caps' riskier status is the close correlation they have with the relative EM equity share price ratio. When EMs outperform the SPX, small caps follow suit and vice versa. Importantly a wide gap has opened recently and we suspect that it will narrow via small caps following the EM higher beta stocks lower (SPX vs. EM ratio shown inverted, fourth panel, Chart 8 on page 12). Chart 8Small Vs. Large   Interactive Media & Services (Underweight, Higher Fed Funds Rate Theme) In our initiation of coverage on the S&P interactive media & services index,5 we highlighted three key risks that offset the revenue & profit growth vigor of this group, comprised almost entirely of Alphabet (Google) and Facebook. These were a renewed regulatory focus, rapid unpredictable changes in tastes & technology and an appreciating U.S. dollar. It is the first of these that has risen most dramatically since that report. Tack on the inverse correlation these growth stocks have with interest rates (top panel, Chart 9) and that is causing us to lower our recommendation to underweight and include this index in the high-conviction underweight list for 2019. Increasing regulatory efforts on technology will be a key theme next year, one we explored this past summer.6 Our conclusion was that both antitrust (particularly in the case of Alphabet) and privacy regulation (particularly in the case of Facebook) added significant risk to these near monopolies; calls for legislating both have dramatically amplified. Tim Cook, Apple’s CEO, recently commented that more regulation for Facebook and Alphabet was inevitable; we agree. While the form such regulation might take remains open to debate (for example, the U.S. could adopt an EU-style General Data Protection Regulation (GDPR)), we fear the associated headline risk (not to mention likely profit headwinds) will impair stock prices in the S&P interactive media & services index. This communication services sub-index is particularly prone to such a risk when it already trades at close to a 40% valuation premium to the broad market (middle panel, Chart 9 on page 14). Adding insult to injury is the PEG ratio that is trading at a 60% premium to the broad market (bottom panel, Chart 9 on page 14). In the face of the Fed’s sustained tightening cycle these extreme growth stocks are vulnerable to massive gravitational pull. The ticker symbols in the stocks in this index are: S5INMS – GOOGL, GOOG, FB, TWTR and TRIP. Chart 9Interactive Media & Services Footnotes 1      Please see BCA U.S. Equity Strategy Report, "Manic Market," dated November 19, 2018, available at uses.bcaresearch.com. 2      Please see BCA The Bank Credit Analyst Report, "OUTLOOK 2019: Late-Cycle Turbulence", dated November 26, 2018, available at bca.bcaresearch.com. 3      Please see BCA U.S. Equity Strategy Special Report, "Brothers In Arms," dated October 31, 2016, available at uses.bcaresearch.com. 4      Please see BCA Geopolitical Strategy Special Report, "A Global Show Of Force?" dated October 10, 2018, available at gps.bcaresearch.com. 5      Please see BCA U.S. Equity Strategy Special Report, "New Lines Of Communication," dated October 1, 2018, available at uses.bcaresearch.com. 6      Please see BCA U.S. Equity Strategy Special Report, "Is The Stock Rally Long In The FAANG?", dated August 1, 2018, available at uses.bcaresearch.com.   Current Recommendations Current Trades Size And Style Views Favor value over growth Favor large over small caps

Despite a stellar Q3 earnings print, the S&P 500 had a terrible October as EPS continues to do the hard work in lifting the market (Chart 1). Chart 1EPS Doing The Heavy Lifting We bought the dip,1 consistent with our view of deploying longer term oriented capital were a 10% pullback to occur, given our view of no recession for the next 9 to 12 months.2 Financials and industrials should lead the next leg up and we believe a rotation into these beaten up stocks is going to materialize in the coming months. On the flip side, as volatility is making a comeback and the fed is on a path to lift rates to 3% by June of next year, fixed income proxies and consumer discretionary stocks should be avoided and a preference for large caps over small caps should be maintained (Chart 2). Chart 2The Return Of Vol May Spoil The Party Further, a valuation reset has taken hold, pushed by the surprising rise of the equity risk premium over the course of the past two years, representing a surge in negative sentiment from investors, despite the usually tight inverse correlation with the ISM, the core sentiment indicator of the manufacturing economy (Chart 3). Chart 3ERP And The Economy Are Inversely Correlated Nevertheless, while everyone is focusing on the euphoric above trend growth of the U.S. economy, a risk lurking beneath the surface is a domestic economic soft patch.3 We have likely stolen demand from the future and brought consumption forward especially with the stock market related fiscal easing that is front loaded to 2018 and less so for next year. On that front our Economic Impulse Indicator is warning that the U.S. economy cannot grow at such a pace, unless a bipartisan divide can be crossed to deliver enough firepower to rekindle GDP growth (Chart 4). Chart 4Economic Impulse Yellow Flag Further, at least part of the blame for higher volatility rests with increasing trade uncertainty as the Trump administration has pursued an aggressive trade policy. Still, the evidence so far indicates that any trade weakness has been borne disproportionately by the rest of the world, to the U.S.' benefit (Charts 5 & 6). Chart 5U.S. Is Winning The Trade War Chart 6U.S. Has The Upper Hand We remain cognizant of a few key risks to our sanguine U.S. equity view. Principal among these is the rising U.S. dollar and its eventual infiltration into S&P 500 earnings, which has thus far been muted (Chart 7). Chart 7Watch The U.S. Dollar Further, a softening housing market bodes ill for U.S. economic growth. This is the first time since the GFC that residential investment's contribution to real GDP growth turned negative for three consecutive quarters (Chart 8). Chart 8Peak Housing Chris Bowes, Associate Editor chrisb@bcaresearch.com 1 Please see BCA U.S. Equity Strategy Daily Insight, "Time To Bargain Hunt," dated October 26, 2018, available at uses.bcaresearch.com. 2 Please see BCA U.S. Equity Strategy Weekly Report, "The "FIT" Market," dated October 9, 2018, available at uses.bcaresearch.com. 3 Please see BCA U.S. Equity Strategy Weekly Report, "Critical Reset," dated October 29, 2018, available at uses.bcaresearch.com. S&P Financials (Overweight) Unchanged from its trajectory when we updated our cyclical indicators earlier this year, the S&P financials CMI has continued to accelerate. A historically low unemployment rate, combined with unusually resilient economic growth, underpin the surge in the CMI to its highest levels post-GFC. Further goosing the indicator, particularly with respect to the core banks sub-sector, is the recent rise in Treasury yields and a modest steepening in the yield curve both of which bode well for bank profits. However, financials have not responded to this exceptionally bullish data the way we expected, with worries over future loan growth fully offsetting the positive backdrop; financials have been falling throughout 2018. Still, inflation is threatening to rise (albeit gradually) and a selloff looms in the bond market. We highlighted earlier this fall that sectors who benefit from rising interest rates while serving as inflation hedges should outperform against this backdrop. Cue the return of S&P financials. As shown in Chart 10, the S&P financials index has shown a historically strong positive correlation with interest rates and inflation expectations and we expect the recent divergence to be closed via a catch-up in the former. As noted above, bearishness has reigned in 2018 and the result has been a steep fall in our valuation indicator (VI) to more than one standard deviation below normal while our technical indicator (TI) is deep in oversold territory. Chart 9S&P Financials (Overweight) Chart 10Financials Are Trailing Rates S&P Industrials (Overweight) S&P industrials, much like their cyclical brethren S&P financials, benefit from higher interest rates and also serve as hedges against rising inflation. As we have noted in recent research, industrials are levered to the commodity cycle and thus represent an indirect inflation hedge. This hedge only becomes problematic when industrials stocks are unable to pass these rising commodity costs through to the consumer. As shown in Chart 12, pricing power is not yet an issue for these deep cyclicals. Given the positive macro backdrop for S&P industrials, the CMI has risen to new cyclical highs. Despite the forgoing, fears over trade wars and tariff-driven higher input costs, combined with slowing global demand for capital goods, have weighed on the index. The result is that S&P industrials remain deeply oversold on a technical basis while hovering around the neutral line from a valuation perspective. We reiterate our overweight recommendation. Chart 11S&P Industrials (Overweight) Cjart 12Resilient Industrials Pricing Power S&P Energy (Overweight, High-Conviction) Our energy CMI has moved horizontally since our last update of the cyclical macro indicators. However, this followed a snap-back recovery from the extremely depressed levels of 2016 and 2017. Nevertheless, the S&P energy index has moved sideways in line with the CMI. Energy stocks have significantly trailed crude oil prices since the latter broke out roughly a year ago (Chart 14). Disbelief in the longevity of the increase in oil prices is the likely culprit weighing on the index, along with a bottleneck-induced steep shale oil price discount to WTI. There are high odds that a catch up phase looms, especially if BCA's Commodity & Energy Strategy service's view of a looming oil price spike materializes, and we reiterate our overweight recommendation. Our VI has been hovering at one standard deviation below fair value, while our TI trending into oversold territory. Chart 13S&P Energy (Overweight, High-Conviction) Chart 14Crude Prices Are Still Leading The Way S&P Consumer Staples (Overweight) Unchanged from our previous update, our consumer staples CMI has moved sideways, near a depressed level. However, share prices have finally been staging the recovery we have anticipated for several years on the back of firm consumer data, solid sector profitability and an overall cyclical rotation into staples. Despite the recent outperformance, both from an earnings and market perspective, consumer staples remain a deeply unloved sector. With respect to the former, earnings growth has outstripped the market's reaction by a wide margin. This is reflected on our VI which only recently rose from one standard deviation below fair value while our TI has only just begun a retreat from oversold territory. Staples' share of retail sales have arrested their steep declines from 2014-2016, which we view as a precursor to a rebound in weak industry sales (top panel, Chart 16). Exports of consumer staples have already been staging a comeback, despite the strengthening of the U.S. dollar which has historically presaged a relative earnings outperformance (middle panel, Chart 16). Considering the already-strong industry return on equity, any relative earnings gains should result in a valuation rerating (third panel, Chart 16). We reiterate our outperform rating on this cyclically defensive index. Chart 15S&P Consumer Staples (Overweight) Chart 16Staples Are Making A Comback S&P Health Care (Neutral) In a mid-summer report , we upgraded the S&P pharma and biotech indexes to neutral which, considering their ~50% weight of the S&P health care index, took our overall recommendation on S&P health care to neutral. In the report, we proffered five reasons why the S&P pharma and biotech indexes were set for a rebound following their precipitous decline from 2016 onwards. These were: firming operating metrics, late cycle dynamics, likelihood of pricing power regulatory relief, the rising U.S. dollar and investor and analyst capitulation. Our timing has proved prescient as the S&P pharma index has been dramatically outperforming since the upgrade (top panel, Chart 18). With respect to pharma's operating metrics, our pharma productivity proxy (industrial production / employment) has been soaring, implying that earnings should surge (second panel, Chart 18). This seems particularly likely as the pace of improvement in drug shipments exceeds inventory growth by a fairly wide margin (third and bottom panels, Chart 18). Despite the upbeat backdrop for pharma, our health care CMI has declined modestly, though remains at a neutral level relative to history. Further, the pharma recovery has taken our VI from undervalued to a neutral position, a reading which is echoed by our TI. Chart 17S&P Health Care (Neutral) Chart 18Pharma Strength Is Lifting Health Care S&P Technology (Neutral) The stratospheric rise of tech profits, particularly in the past two years, have done most of the heavy lifting in pulling the S&P 500's profit margin ever higher (second panel, Chart 20) as well as pushing the index itself to new all-time highs in September. The San Francisco Fed's tech pulse index - an index of coincident indicators of technology sector activity - suggests more profit growth is in the offing (third panel, Chart 20), an intimation repeated by our technology CMI. However, we remain cognizant of three material risks to bullishness in tech. First, the tech sector garners 60% of its revenues from abroad and thus the appreciating U.S. dollar is a significant profit headwind (bottom panel, Chart 20). Second, a rising U.S. inflation backdrop along with the related looming selloff in the bond market should knock the wind out of the tech sector's sails. Third, leading indicators of emerging Asian demand are souring rapidly and were the trade war to re-escalate, EM economic data would retrench further. Lastly, neither our VI nor our TI send particularly compelling messages, as both are on the expensive side of neutral, despite the recent tech selloff. We sustain a barbell portfolio within the sector by recommending an overweight position in the late-cyclical and capex-driven technology hardware, storage & peripherals and software indexes while recommending an underweight position in the early-cyclical semi and semi equipment indexes. Chart 19S&P Technology (Neutral) Chart 20Tech Is King But Beware The U.S. Dollar S&P Materials (Neutral) Our materials CMI has recently plumbed new lows, a result of tightening monetary policy and the accompanying selloff in the bond market. As a reminder, the heavyweight chemicals component of the materials index typically sees earnings (and hence stock prices) underperform as real interest rates are moving higher. Despite this negative backdrop, chemicals fundamentals have remained surprisingly resilient. Pricing power has stayed in its multi-year uptrend (second panel, Chart 22) while productivity gains have accelerated, coinciding with an erosion of sell-side bearishness (third panel, Chart 22). Still, chemical production has clearly rolled over (bottom panel, Chart 22) which could lead to a quick reversal of the gains in our productivity proxy and a faltering in rebounding EPS estimates. Combined with BCA's view of rising real interest rates for the next year, this is enough to keep us on the fence. Our VI too shows a neutral reading, though our TI has declined steeply into an oversold position. Chart 21S&P Materials (Neutral) Chart 22Fundamentals In Chemicals Have Improved S&P Utilities (Underweight) Our utilities CMI is at a 25-year low, driven down by the ongoing backup in interest rates. Such a move is predictable, given that utilities stocks are the closest to perfect fixed income proxies in the equity space. The S&P utilities sector has been enjoying a relative resurgence recently, driven by spiking natural gas prices and a supportive electricity demand backdrop from a roaring economy (ISM survey shown inverted, bottom panel, Chart 24) and, more than anything, a general market retreat into safe haven assets. We recently trimmed our exposure to the sector from neutral to underweight because the S&P utilities sector was yielding 3.5% and the competing risk free asset was near 3.2% and investors would prefer to shed, at the margin, riskier high-yielding equities and park the proceeds in U.S. Treasurys (top panel, Chart 24). Since the run up in S&P utilities without a corresponding decline in Treasury yields, that spread has narrowed. Neither our VI nor our TI send compelling messages as both are in neutral territory, though our bearish thesis on utilities has less to do with their valuation relative to themselves or other equities than to bonds. Chart 23S&P Utilities (Underweight) Chart 24Utilities Should Still Be Avoided S&P Real Estate (Underweight) Our real estate CMI has reversed a recent recovery to set a new decade low; the only time it has shown a lower reading was during the Great Financial Crisis. Excluding the inflating of the property bubble in advance of the GFC, REITs have had a very tight inverse correlation with UST yields; the resulting downward pressure on the S&P REITs index is thus very predictable (top panel, Chart 26). Much like the S&P utilities sector in the previous section, and in the context of BCA's higher interest rate view, we continue to avoid this sector. The rate-driven downward pressure could be overlooked if all was well on an operating basis but this is not the case. Non-residential construction continues to rise (albeit more slowly than last year) in the face of higher borrowing rates (second panel, Chart 26). Further, demand looks slack as occupancy rates clearly crested at the beginning of last year (bottom panel, Chart 26). As well, on the residential front, multi-family housing starts remain elevated which should prove deflationary to rents. Our VI suggests that REITs are fairly valued, which is somewhat surprising given the negative backdrop, while our TI echoes a neutral view. Chart 25S&P Real Estate (Underweight) Chart 26A Bearish Backdrop For REITs S&P Consumer Discretionary (Underweight) While we remain constructive on financials that benefit from higher rates, we continue to recommend investors avoid the consumer discretionary sector - the other early cyclical - that suffers when interest rates rise. The second panel of Chart 28 depicts this inverse correlation consumer discretionary equities have with interest rates, especially the fed funds rate. Most discretionary equites are levered off of floating rates and thus any increase in the fed funds rates gets reflected immediately in banks' prime lending rate. Also, most consumer debt is floating rate debt and thus tighter monetary conditions, at the margin, dampen consumer debt uptake and as a knock off on effect, weigh on discretionary consumer outlays. Not only are higher interest rates anchoring consumer discretionary stocks but rising energy prices are also dealing a blow to this sector. We show our Consumer Drag Indicator (CDI, comprising mortgage rates and energy prices) in the bottom panel of Chart 28. Historically, our CDI has been an excellent leading indicator of relative share price momentum. Currently, the message is clear: the sinking CDI signals that a bear market in consumer discretionary stocks has likely commenced. All of this is captured by our CMI which has been sinking since the beginning of the year. Meanwhile, our VI has broken out to nearly its highest level ever which we believe is largely a function of the decreasing diversification of the S&P consumer discretionary index as AMZN now represents more than 30% of its market value following the redistribution of the media indexed to the new S&P communication services index. Our TI has been falling from overbought territory recently and now sends a neutral message. Chart 27S&P Consumer Discretionary (Underweight) Chart 28Higher Rates Spell Declines For Consumer Discretionary S&P Communication Services (Underweight) As the newly-minted communication services has little more than a month of existence, we do not have adequate history to create a cyclical macro indicator. However, we have created Chart 29 below with a number of valuation indicators, though we caution that they too are less reliable than the other indicators presented in the preceding pages, owing to a dearth of history. Rather, we refer readers to our still-fresh initiation of coverage on the sector and look forward to being able to deliver something more substantive in the future. Chart 29S&P Communication Services (Underweight) Size Indicator (Favor Large Vs. Small Caps) Our size CMI has been hovering near the boom/bust line, as it has for most of the last two years. Despite the neutral CMI reading, we downgraded small caps earlier this year , and moved to a large cap preference, based on the diverging (and unsustainable) debt levels of small caps vs. their large cap peers (top and second panels, Chart 31). We expect the divergence in leverage and stock price to be rationalized as it usually has: via a fall in the latter. Considering the dramatic valuation gap that has opened between large and small caps, particularly on a Shiller P/E (or cyclically adjusted P/E, CAPE) basis (bottom panel, Chart 31), no space remains for any small cap profit mishaps. Our VI is trending towards small caps being undervalued, though without conviction while our TI is hovering in the neutral zone. Chart 30Size Indicator (Favor Large Vs. Small Caps) Chart 31Too Much Debt And High Valuations Should Hurt Small Caps

Special Report

Dear Client, I had the pleasure of participating in the Affin Hwang Capital conference in Kuala Lumpur on November 8th. In addition to sharing my views on today's macro environment, I discussed BCA's recent successes in developing quant-based solutions for bottom-up stock picking and market timing. I have transcribed my remarks on the latter topic below. Best regards, Peter Berezin, Chief Global Strategist Feature The Arithmetic Of Active Management Every active investor wants to outperform the market. Unfortunately, just like everyone cannot be above-average in height, beauty, or intelligence, not every investor can outperform their benchmark. I think very few people in the audience would dispute this assertion. What could be more surprising to some of you is the following claim, which is that active investors as a group will always underperform the market. I say this not because I have any ill will towards active investors. I'm an active investor myself. I say this simply because it is a mathematical tautology. As Bill Sharpe has emphasized, the market return is simply the weighted average of the returns that passive and active investors earn before fees.1 The passive return must, by definition, equal the market return. This necessarily implies that the average active return must also equal the market return. Since active investors incur higher costs than passive investors, the former group will always underperform the latter group on average. That's the bad news. The good news is that not all active investors are the same. Some are better than others, and while it is not easy, it is possible to isolate certain strategies that active managers employ that help them outperform the market. Before I discuss these strategies, let me make a generic point, which is that most so-called active investors are not particularly active. In fact, according to one academic paper, the fraction of truly active investors - those whose returns deviate significantly from the market benchmark - shrank from 60% in 1980 to less than 20% in 2009 (Chart 1). In contrast to active investors whose portfolio returns broadly mimic the market's, genuinely active investors typically outperform their benchmarks (Chart 2).2 Chart 1How Active Are Active Investors? Chart 2Active Stock Pickers Outperform What are successful active investors doing to beat their benchmark? Well, first of all, let me tell you what they are not doing: They are not taking on more risk. Don't Bet On Beta Chart 3 shows that there is no clear relationship between a stock's beta and its expected return.3 To those familiar with the CAPM model, this may be surprising. The CAPM model predicts that higher-beta stocks will earn superior returns because they are riskier. High-beta stocks outperform the market when the market is going up, but underperform the market when it is going down. Since the market tends to go up more often than it goes down, the expected return to high-beta stocks should exceed the expected return to low-beta stocks. Chart 3Don't Bet On Beta As I will discuss, the reason this theoretical prediction is refuted by the empirical evidence is because the market is rife with inefficiencies. What is more, these inefficiencies reflect pervasive institutional and behavioral biases that are engrained within the market's very own DNA. Active managers who understand these biases can exploit them to outperform their benchmarks. Let me start with the former: institutional biases. The investment industry often encourages a "heads I win, tails you lose" mentality: If a fund manager takes on a lot of risk and gets lucky, he or she will be well remunerated; if the manager is unlucky, he or she may have to look for a new job, but the primary losers will be the clients of the fund. Such an incentive structure encourages managers to take on excessive risk by purchasing, among other things, high-beta stocks. This bids up the price of these stocks to the point where they no longer offer enough additional return to compensate for their higher risk. Size And Value If buying high-beta stocks simply adds more risk without generating more reward, what types of stocks do outperform the market on a risk-adjusted basis? Much of the early academic literature focused on two factors: size and value. Historically, it has been the case that small caps and value stocks have outperformed large caps and growth stocks. Some academics have offered risk-based explanations for the size and value effects. Personally, I find these explanations unconvincing, especially in the case of value stocks. The main problem with risk-based arguments is that they fail to convincingly identify the nature of the risk that investors who purchase value stocks are being compensated for. It is certainly not market risk - value stocks tend to be low beta (Chart 4). Revealingly, companies that do face greater existential risks - those that have high levels of debt relative to equity, for example - tend to underperform the market.4 This is exactly the opposite of what risk-based arguments would predict. Chart 4Value Tends To Outperform Growth When The Stock Market Is Falling The presence of market inefficiencies provides a more compelling explanation for why small caps and value stocks outperform. Consider two companies, identical in every way except that one has a lower market capitalization than the other. Since the only difference between the two companies is the price of their shares, the "cheaper" company will generate higher returns for shareholders over the long haul. The cheaper, smaller capitalization company will also initially trade at a lower price-to-earnings and price-to-book ratio. In other words, it will look more like a small cap value stock. Thus, it is not necessary to invoke complex, risk-based explanations for why small caps and value stock outperform. It is exactly what one would expect if markets are not perfectly efficient. Ignore The Analysts? Of course, some stocks are cheap for a reason. How can we distinguish between hidden gems and fool's gold? Wall Street is populated with thousands of analysts paid to make that determination. But are they any good? For the most part, the answer is no. Chart 5 shows analysts' published earnings forecasts versus realized earnings growth. Analysts have had some success at predicting earnings growth over a one-to-two year horizon, but are almost useless over a five-year horizon.5 In fact, large cap companies favoured by analysts tend to underperform companies that analysts pan. Chart 5A Mug's Game There are two exceptions to this rule. The first applies to small caps. Since many smaller companies are not widely followed, analysts that do follow them often add significant value. Unlike their large cap brethren, small cap stocks with buy recommendations tend to outperform stocks with sell recommendations. Second, changes in analyst recommendations do predict returns. Stocks that have recently been upgraded tend to outperform those that have recently been downgraded.6 Insiders And Short Interest How about insiders? Here, the data suggests that insiders know what they are doing. The shares of companies with a lot of insider buying tend to rise more than those that have experienced insider selling. Short interest also predicts returns. Heavily-shorted companies tend to underperform companies that have attracted few short sellers. Combining data on insider activity and short interest can help supercharge returns. Chart 6 shows the highest returns are earned when insiders are buying and short interest is decreasing.7 The worst-performing stocks end up belonging to companies where insiders are heavy sellers and short interest has risen over the prior 12 months. Chart 6Prefer Stocks Where Insiders Are Buying And Short Interest Is Falling Mo' Money What about technical analysis? The academic literature on this topic is a mixed bag, with some studies deeming it useless and others suggesting it can be useful in certain situations. For most technical indicators, the noise-to-signal ratio is very high. Nevertheless, some technical indicators are worth following. Momentum is one of them (Chart 7). Over short-term horizons of about one month, mean reversion prevails - stocks that did well over the prior month tend to do poorly during the subsequent month. In contrast, over medium-term horizons of about 12 months, return continuation is the name of the game - stocks that have done well over the last 12 months tend to do well during the subsequent month. Interestingly, at very long time horizons of three-to-five years, mean reversion takes over again: Stocks that have done well over the last five years tend to do poorly over the subsequent month. The implication is that the best stocks are those that have underperformed the market over the past one month and over the past three years, but have outperformed the market over the past 12 months. Chart 7The Three Phases Of Momentum Putting aside the short-term reversal effect which, in practice, is hard to exploit due to trading costs, what are the drivers of the medium-term return continuation effect and the longer-term return reversal effect? I think three factors explain the medium-term return continuation effect. The first is institutional inertia. A large money manager cannot instantly jump in and out of a position. It may take many months to build a position to its desired size and just as much time to liquidate it. Persistent buying and selling generates momentum in equity returns. The second factor is imperfect information. A lot of the return continuation effect occurs around the time of earnings reports. If a company reports better-than-expected earnings, its stock goes up. As others hear about and process the good news, the stock usually continues to advance over the subsequent days. The third factor is behavioral biases. People tend to be quite eager to lock in gains but are usually reluctant to realize losses. When a company reports good news, investors are too quick to sell. This premature selling prevents the stock price from rising to its fair value instantaneously. During the time it takes the stock to reach fair value, the share price displays upward momentum. Conversely, when the company reports bad news, investors avoid taking losses, hoping instead that some miracle will bail them out. The lack of willing sellers prevents the stock from falling to its fair value immediately. In the time it takes investors to come to terms with the fact that a miracle is not forthcoming, the share price displays downward momentum. What about the longer-term return-reversal effect? Ironically, it is probably a function of the medium-term return continuation effect. Upward momentum attracts interest from trend-following investors. People who sold too early or never got in from the beginning kick themselves and look for the slightest dip to buy. All this buying interest eventually pushes the stock price above its fair value, setting the stage for a prolonged period of subpar returns. Anomalies Abound Let me briefly mention a few other factors that predict equity returns. Share turnover is one of them. Investors often presume that high turnover is intrinsically a good thing. Terms such as "healthy volume" abound. The truth is that companies with low rates of share turnover actually outperform the market, all things equal.8 Part of this outperformance reflects a liquidity premium. Part of it may also simply reflect the fact that undervalued companies often hide in the shadows of the market, away from the spotlight. There are also balance sheet and earnings quality factors that are worth highlighting. I already mentioned that companies with high debt-to-equity ratios tend to underperform the market on a risk-adjusted basis. It is also true that companies with high accruals - firms that fail to convert most of their earnings into cash flow - underperform the market. More surprisingly, companies whose assets have been growing very quickly also tend to underperform the market. Such asset growth often ends up reflecting empire building rather than prudent corporate management. Relatedly, a significant dispersion in analyst earnings estimates is often a red flag.9 Companies with something good to say usually say it. Companies that do not have much good to say often clam up, leading to greater uncertainty about their earnings prospects. When analysts have little visibility on what earnings a company is poised to deliver, be careful. Picking Stocks With ETS I have discussed a variety of factors that help predict the performance of individual stocks. There are dozens of others that I could have mentioned but did not. Clearly, successful bottom-up investing requires that one sort through a lot of information. What one would like is a system that distills all this information into a single score that ranks stocks from best to worst. The ideal system should dynamically adjust factor weightings to account for the fact that there is momentum in factor returns. For example, if value stocks have recently been doing well, they are likely to continue to do well. At BCA Research, we have constructed our Equity Trading Strategy (ETS) to do just that.10 Chart 8 shows the backtested returns of the ETS model. As you can see, they are quite impressive. Chart 8ETS Model Back Tested Performance To Date I have been personally trading a variant of the ETS model for the past 18 years and once wrote a blog chronicling the journey.11 I have added a line in the chart that shows my own personal performance on a pre-tax basis inclusive of brokerage commissions and other trading costs. I typically hold about 30 to 50 stocks. Except in very rare cases, I don't let any single stock exceed five percent of my portfolio. I normally hold a cash cushion of about 10%-to-15%, although occasionally, as in late 2008/early 2009, I have bought stocks on margin. I have lost a lot of money shorting stocks, so I rarely do it. I am not sure how lucky I have been over the years or how scalable my results are - I generally invest only in small cap companies that most money managers would not touch. But it does give you a sense of what is possible with this system. Market Timing With MacroQuant Of course, stock selection is only one half of a successful investment formula. The other half is market-timing - knowing when to scale back or increase exposure to the stock market. That's where our soon-to-be-released MacroQuant model comes in. The model uses over 100 variables on the economy, financial and monetary conditions, sentiment, and valuations to predict the direction of the stock market. Chart 9 shows the back-tested performance of the model. Chart 9MacroQuant* Model Suggests Caution Is Warranted What is MacroQuant saying today? The signal from the model moved into bearish territory in the lead up to October's correction and continues to flag downside risks to stocks. This is mainly because the leading economic data has softened outside the United States, and more recently, in the U.S. itself. Financial conditions have also tightened on the back of rising bond yields, wider credit spreads, and a stronger dollar. Sentiment enters our model in both level and directional terms. We have found that the best configuration for stocks is when sentiment is bearish but improving while the worst configuration is when sentiment is bullish but deteriorating. Going into October, sentiment began to slip from very bullish levels, which was a warning sign for stocks. Valuations have improved over the past month, but still remain somewhat stretched by historic standards. We do not believe that we are at the beginning of a bear market in stocks. However, our model does suggest that the correction may have further to run. With that, let me conclude my formal remarks, and open it up to questions. Peter Berezin, Chief Global Strategist Global Investment Strategy peterb@bcaresearch.com 1 William F. Sharpe, "The Arithmetic of Active Management," The Financial Analysts Journal 47:1 (January/February 1991): 7-9. 2 Antti Petajisto, "Active Share And Mutual Fund Performance," Financial Analysts Journal 69:4 (July/August 2013): 73-93. 3 Andrea Frazzini And Lasse Heje Pedersen, "Betting Against Beta," Journal Of Financial Economics 111:1 (January 2014): 1-25. 4 John Y. Campbell, Jens Hilscher, and Jan Szilagy, "In Search Of Distress Risk," The Journal of Finance 63:6, (December 2008): 2899-2939. 5 Louis K. C. Chan, Jason Karceski, And Josef Lakonishok, "The Level And Persistence Of Growth Rates," The Journal Of Finance, Vol. 58, No. 2 (2003): 643-684. 6 Ireneus Stanislawek, "Are Stock Recomemndations Useful?"1741 Asset Management Ltd Research Note Series, (IV 2012). 7 Amiyatosh K. Purnanandam, And H. Nejat Seyhun, "Do Short Sellers Trade On Private Information Or False Information?"Journal of Financial and Quantitative Analysis, Vol.53, 3 (2018): 997-1023. 8 Vinay T. Datar, Naik Y. Narayan, and Robert Radcliffe, "Liquidity And Stock Returns: An Alternative Test," Journal of Financial Markets 1:2, (1998): pp. 203-219; and Charles M.C. Lee and Bhaskaran Swaminathan, "Price Momentum And Trading Volume," The Journal of Finance 55:5, (October 2000): 2017-2069. 9 David Veenman and Patrick Verwijmeren, "Earnings Expectations And The Dispersion Anomaly," (January 2015). 10 Please see Global Investment Strategy and Equity Trading Strategy Special Report, "Introducing ETS: A Top-Down Approach To Bottom-Up Stock Picking," dated December 3, 2015. 11 My now-defunct blog, stockcoach.blogspot.com, discussed my real-time trading progress between 2004 and 2007. Strategy & Market Trends Tactical Trades Strategic Recommendations Closed Trades

Overweight Large Caps Over Small Caps The days in the sun are over for small cap stocks. Similar to the double top formation in the early 1980s, small cap stocks have hit a wall and are giving in to their larger brethren. There are high odds that the small over large multi-year ascendancy is over and a reversion, at least, to the historical time trend mean is in order. In this week's Weekly Report, we highlight four reasons why we are maintaining our large cap over small cap preference. First, small caps are severely debt saddled, a capitalization that we think is fraught with danger as the default rate has nowhere to go but higher. Second, small and medium businesses have a higher dependency on bank credit as opposed to the bond market access that mega caps enjoy; most bank credit is floating rate debt meaning rising interest rates have a relatively greater real-time impact on small cap cash flows. Third, relative wage costs are flashing red for small caps, signaling that the gulf in margins versus large caps will widen. Fourth, small caps are high(er) beta stocks and when volatility spikes they underperform large caps. Bottom Line: Stick with a large cap bias and see Monday's Weekly Report for more details.