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    The Important Lesson a Quant Manager Learned in 2020

    enJanuary 21, 2021
    What unprecedented economic cycle occurred last year?
    How did investors react to headline-making market rallies?
    What role does empathy play in market discussions?
    What balance is important in investment strategies according to the text?
    How have central banks influenced market behaviors recently?

    • Navigating complex market conditions with global perspective and local insightsDespite market rallies, many investors underperformed due to the unexpected nature of economic cycles. Global perspective and local insights can help navigate such conditions.

      The last year brought an unprecedented economic cycle, compressing a crisis and recovery into a few months. This speed and unexpected nature of events left many investors underperforming despite headline-making market rallies. Principal Asset Management, with its global perspective and local insights, helps navigate such complex market conditions. Meanwhile, empathy and awareness towards invisible struggles, as discussed in the Visibility Gap podcast, can benefit individuals and organizations alike. In markets, there's a sense of dissatisfaction with the market's performance, as certain sectors and stocks have seen disproportionate gains. Even well-positioned investors might have missed the quick recovery, and professional investors' expectations were often not met.

    • Trend following strategies underperformed in 2020Theoretical benefits of trend following strategies were challenged in 2020, raising questions about future adjustments to portfolio strategies for risk management and diversification

      Trend following strategies, which aim to profit from the continuation of market trends, did not perform well during the unprecedented market reversals in 2020. Corey Hofstein, CIO of Newfound Research, discussed how their trend following equity strategy underperformed last year, as they had expected given the fast market reversals. However, the failure of this strategy to protect against significant drawdowns raises questions about the future and potential adjustments to portfolio strategies. Theoretically, trend following strategies can provide a premium by acting as liquidity providers in futures markets or by exploiting risk limits during market stress periods. But the 2020 market behavior challenged these assumptions, and investors may need to reconsider their approach to risk management and diversification.

    • Firms' nonlinear response functions create trends during market stressFirms' responses during market stress can create trends, but during sell-offs, they derisk, leading to procyclical trends. Hindsight suggests changes, but sticking to a mandate and legal constraints limit nimbleness.

      While markets may appear random, firms' nonlinear response functions during periods of market stress can create trends. These trends can be exploited for risk management, but during market sell-offs, firms are forced to derisk, leading to a procyclical trend. During the sell-off in March 2020, the speaker's portfolio saw a buffer against the S&P 500 drawdown, but the delay in trend signals turning positive led to a significant delay in re-entering the equity market. The speaker acknowledges that hindsight suggests changes could have been made, but as a portfolio manager, communicating and sticking to a specific mandate and potential legal constraints make it challenging to be nimble in an exceptionally quick market sell-off and recovery.

    • Legal obligations and restrictions impact portfolio management during market extremesUnderstanding market dynamics, roles of players, and regulatory considerations are crucial for effective portfolio management during market extremes

      Managing a portfolio, especially when it involves other people's money, comes with legal obligations and restrictions that can hinder the ability to make necessary changes even during market extremes. This was evident during the rapid market unwind in March 2020, where trend following strategies, which typically work during extreme periods, faced challenges due to the speed of the market's movement and the regulatory hurdles involved in making changes. The inability of certain players to adapt quickly created a cascading effect, exacerbating the market downturn. This highlights the importance of understanding the market dynamics and the role different players have, as well as the structural and regulatory considerations that can impact investment strategies.

    • Human element plays a crucial role in trend-following strategiesWhile historical data guides investment strategies, human experience and memory add value in unexpected situations, but can also introduce biases. The balance between human and systematic elements depends on the strategy and investor's risk tolerance.

      While historical data is essential for investment strategies, it may not be sufficient to prepare for unexpected events like the financial crisis. For trend-following strategies like the one discussed, the data itself may not contain the necessary information, but the human element, specifically the experience and memory of the portfolio managers, plays a crucial role in designing the strategy and setting relevant constraints. The human element can bring value by allowing for idiosyncratic decisions and adapting to unprecedented situations. However, it can also introduce behavioral biases. The distinction between systematic and discretionary managers lies in who retains the optionality to adapt to idiosyncratic environments. The former sells that optionality to collect a premium by avoiding behavioral biases, while the latter retains it to adapt to changing markets. Ultimately, both approaches have their advantages and disadvantages, and the optimal balance between the human and systematic elements depends on the specific investment strategy and the investor's risk tolerance.

    • Central banks' actions shaping unexpected market behaviorsCentral banks' long-term fixed-dollar liabilities push investors up the risk curve, market microstructure shifts, investors adopt volatility contingent strategies, creating a self-reinforcing loop in markets.

      Central banks' actions have influenced markets in unexpected ways, leading to a self-reflexive relationship between the two. This relationship can result in feedback loops that deepen in the financial system, as seen in the treasury trades that blew up in March and affected the equity market. After observing market behavior during the pandemic, the author identified several interconnected narratives shaping markets today. Central banks have shifted from referees to active players, pushing investors up the risk curve to pursue yield due to their long-term fixed-dollar liabilities. Market microstructure has changed, with a move from active to passive investing and the rise of concentrated high-frequency trading, which provides liquidity through fewer players. Investors have adopted volatility contingent strategies, increasing their leverage and bidding for equities, resulting in suppressed volatility. These interconnected trends create a loop that can be challenging to identify where it starts or ends.

    • Central Banks' Role in Market StressCentral banks' liquidity injections can perpetuate market cycles, making it challenging for professional managers to generate alpha and for markets to operate independently.

      The relationship between the financial markets and central banks has become more interconnected than ever before. The procyclical nature of equity markets, combined with the need for large institutional investors to meet demand and maintain liquidity, can result in a "violent unwind" during times of market stress. Central banks' efforts to inject liquidity back into the market can perpetuate this cycle. The influence of systematic strategies, such as target date funds, further exacerbates this trend by making markets less responsive to fundamentals and more sensitive to flows. This "flows before pros" dynamic may leave professional investment managers feeling disgruntled, as they struggle to generate alpha in a market dominated by momentum and central bank intervention. Ultimately, the central bank's role in supporting the market may make it difficult for the market to stand on its own.

    • Central banks' challenge in withdrawing from markets rapidlyIdentify potential pressure points in the market and exploit them during central bank interventions, while leaning into momentum and upside convexity, and adapting to markets' increasing speed and volatility.

      Central banks are finding it challenging to withdraw from markets rapidly due to the potential market disruption caused by rising interest rates. The world is becoming more tail risky, and market stresses are becoming more important for central banks. Investors can attempt to identify potential pressure points in the market and exploit them, assuming a central bank intervention. This strategy can be thought of as a game of musical chairs, where identifying fault lines and positioning oneself on them can yield opportunities. However, it's essential to lean into momentum and upside convexity while not leaving oneself naked on the downside to create an asymmetric profile. Ultimately, markets are moving further and faster, both on the melt-up and the meltdown, and investors need to adapt accordingly.

    • Managing client expectations during market changesMaintaining strong client relationships, transparency, and flexibility are crucial in adapting investment strategies to meet evolving market conditions, especially in the ESG and green funds sector where retail investor flows and speculation can cause price volatility.

      Market trends, particularly in the ESG and green funds sector, can be heavily influenced by retail investor flows and speculation. This can lead to price volatility and the need for adaptability in investment strategies. Principal Asset Management emphasizes the importance of maintaining strong client relationships and open communication, especially during times of market change. Transparency and flexibility are key in managing client expectations and adjusting investment strategies to meet evolving market conditions. While it's impossible to predict when rules may no longer function as expected, maintaining a long-term focus on flexibility and adaptability can help investors navigate the complexities of the market and maintain a competitive edge.

    • Balancing Systematic Strategies and DiscretionWhile systematic strategies are popular, discretion is still important in volatile markets. Firms like Corey's use a mix of both, allowing for flexibility in options trading while maintaining systematic tilts.

      While the trend in investing has been towards systematic strategies, there are still areas where discretion is necessary, particularly in market environments with rapid changes and high path dependency. Corey discussed how his firm implements systematic strategies in certain areas, such as stylistic tilts, but allows for discretion in others, such as options trading. The Fed's role in suppressing volatility and the resulting risk-taking behavior was also mentioned as a recurring theme in many investment conversations. However, it was suggested that this situation may be linked to economic policies that deprive the private sector of the income needed for a sustainable economy, leading many people's fortunes to be tied to asset markets rather than GDP. Overall, the discussion emphasized the importance of striking a balance between systematic strategies and discretionary decision-making in various market conditions.

    • Flows vs Fundamentals: Understanding the DisconnectRetail traders, who sense market inflows and momentum, can outperform professional investors during market rallies despite economic downturns.

      Last year, many individuals and financial professionals expressed a disconnect between the economic downturn and the stock market rally, leading to a sense of dissatisfaction. This disconnect can be attributed to the phenomenon of flows versus fundamentals, where the retail trader, who may have a better sense of market inflows and momentum, can outperform professional investors. This disparity was particularly noticeable during the market rally following the economic downturn in 2020. The conversation also touched upon the idea that many investors, both professional and retail, were hesitant to re-enter the markets due to disbelief in the market's ability to rally amid such an economic downturn. Overall, this phenomenon highlights the importance of understanding market dynamics and the role of sentiment and momentum in driving market movements.

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