Alpha Trading Strategies

Alpha Trading Strategies - Articles & White Papers

This section contains white papers and articles on "alpha trading strategies" - methodologies for adding excess return in an investment portfolio. For any given asset class or investment type, there are many possible approaches to alpha creation. Algorithmic and rule-based strategies are increasing in popularity, as is high-frequency trading. The most popular items in our library include research on "value and momentum", research on factor models, smart beta and alternative beta. Studies on the size effect, share repurchase announcements, return seasonality, pairs trading and relative-value arbitrage, mean reversion, neural networks and earnings surprises, all explore different paths that can be taken in the quest for alpha. One of the key dangers when building alpha models is the temptation to overfit the data, to then "discover" spurious relationships which don't persist in real time. A number of papers discuss backtesting strategies, model risk, and how to spot backtest overfitting. Other themes explored include behavioral finance, market timing, tactical asset allocation (TAA), equity valuation, investor sentiment and alternative beta strategies. Use the search facility to find what you're looking for.
  • AQR Capital Management

    Fact, Fiction and Momentum Investing (AQR Capital, 2014)

    Authored by Cliff Asness and others from AQR Capital, this paper examines the "myths" surrounding momentum investing, using results from a variety of academic studies. The paper aims to clarify the facts with regard to the efficacy of trend-following strategies and to document the practical value of momentum within the investment process.

  • Invesco (Europe)

    Invesco Global Factor Investing Study 2017

    Our factor investing study offers unique insights into the growth of factor investing via over 100 in-depth face-to-face interviews with consultants, pension funds, insurers, sovereign investors and private banks globally. We spoke with investors that were leading the way when it came to factor investing as well as non-users who were yet to adopt this investment approach.

    For ...

  • Robeco

    Ten things you should know about factor investing (Robeco, 2017)

    Factor-based investing has gained considerable traction over the past decade. Concepts such as ‘factor premiums’ or ‘smart beta’ have become popular buzzwords, and now appear frequently in mainstream financial media. Prominent institutional investors have also publicly embraced allocation to well-known factors, like value, momentum or low volatility.

    But ...

    • Short article
    • Views: 1117
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  • QMA

    Start of Something Big: Demystifying the Source of Large Alpha in Small Caps (QMA)

    • 24 Jan 2017
    • Company: QMA

    In a world where alpha can seem scarce, active small-cap managers continue to outperform their benchmarks in an impressive way. But why? Investors have a general sense small caps are riskier and less efficient, but how these characteristics contribute to more alpha opportunities remains unclear. At QMA, we think it’s critical to understand the sources of returns so that you ...

    • Professional
    • Views: 1456
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  • The Trend is Our Friend: Risk Parity, Momentum and Trend Following in Global Asset Allocation (2014)

    The authors of this paper examine the effects of trend application methodologies when applied to global asset allocations amongst commodities, bonds and real estate. Trend following application offers a significant improvement, in comparison to traditional buy-and-hold portfolios, to risk-adjusted performance. It is also a method of asset allocation superior to risk parity. A ...

    • Quantitative
    • Views: 1195
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  • BlackRock

    Enhance your skill: how active managers are using factor strategies (BlackRock, 2017)

    How are asset managers using factors to optimize active strategies?

    Factor investing continues to grow at a rapid pace, with almost $34 billion globally flowing into smart beta ETFs since the beginning of 2017.  Asset managers are taking notice, and many are already using factors to enhance their investment process. 

    Through the lens of three compelling case ...

  • Credit Suisse

    Looking for Easy Games: How Passive Investing Shapes Active Management (Credit Suisse, 2017)

    Investors are shifting their investment allocations from active to passive management. This trend has accelerated in recent years. The investors who are shifting from active to passive are less informed than those who stay. This is equivalent to the weak players leaving the poker table. Since the winners need losers, this can make the market even more efficient, and hence less ...

  • Invesco (Europe)

    Risk and Reward Q3 2017: Multi-factor investing (Invesco)

    This issue of "Risk and Reward" examines multi-asset multi-factor investing. While broad adoption of factor investing is still well in the future, a multi-asset multi-factor strategy permits full utilization of all potential benefits of factor investing, and therefore represents a natural evolution. We also investigate the theoretical and behavioural underpinnings of ...

  • Robeco

    Factor investing challenges: factor timing (Robeco, Aug 2017)

    Should investors try to time their exposure to different factors? Factor-based strategies have become increasingly popular in recent years. But how to implement them in practice still remains a puzzle for many newcomers. Deciding whether to tactically monitor and adjust exposures to different factors and, if so, how to go about it, is often raised as a major concern.

  • FTSE Russell

    Smart beta: 2017 global survey findings from asset owners (FTSE Russell, 2017)

    Now in its fourth year, FTSE Russell’s comprehensive survey of global asset owners focuses on key themes behind the adoption, evaluation and implementation of smart beta. Find out the primary motivations of asset owners from across all asset tiers and regions, and get insight into how they perceive and participate in growing trends such as smart sustainability and ...

  • Royal London Asset Management

    Securitised Bonds: Finding Security in Bond Markets (RLAM, 2017)

    Secured (or securitised) bonds still carry the stigma of the 2008 financial crisis. But stigma often spells opportunity, and the fixed income specialists at RLAM argue that this asset class offers great value for managers who are prepared to get to grips with the documentation underlying individual securities. Not everyone is prepared to do this research, and as a result secured ...

    • Professional
    • Views: 1211
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  • FTSE Russell

    Factor Exposure and Portfolio Concentration (FTSE Russell, May 2017)

    Get an in-depth view of efficient multi-factor portfolio construction techniques, review the pros and cons of various approaches, and take a closer look at the benefits of tilting toward and away from single and multiple factors. An ideal read for asset owners who need a better understanding of factor tilting and want to compare outcomes for factor portfolio construction by looking ...

    • Professional
    • Views: 1129
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  • Robeco

    Three ways to successfully implement factors and smart beta (Robeco, 2017)

    Smart beta, which has its roots in factor investing, is enjoying growing popularity. But investors often struggle with how best to implement these strategies. We aim to provide a clearer picture of what factor-based investing actually is and suggest three ways in which investors can implement quantitative strategies. Read also:

    • Quantitative
    • Views: 1291
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  • CFA Institute Research Foundation

    Technical Analysis: Modern Perspectives (CFA Institute Research Foundation/Market Technicians Association)

    Supply and demand are cornerstones of economics and the interaction of these forces is believed to explain price changes in all freely traded markets. Scarcity tends to result in increased prices and abundance generally leads to lower prices. In financial markets, technical analysis provides a framework for informing investment management decisions by applying a supply and demand ...

  • Robeco

    Concerns regarding the new Fama-French 5-factor model (Robeco)

    Nobel prize laureate Eugene Fama and fellow researcher Kenneth French have revamped their famous 3-factor model by adding two new factors to analyze stock returns: Profitability and Investment. But this 5-factor model raises many questions.

    Speed read

    • The 5-factor model still ignores Momentum and Low Volatility
    • It is unlikely to lead to academic ...

    • Quantitative
    • Views: 1413
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