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Co-Occurrence: A New Perspective on Diversification

November 6, 2024
By: William Kinlaw, Mark Kritzman, David Turkington
Summary

By William Kinlaw, Mark Kritzman, and David Turkington

 

Conventional statistics hide important realities that investors need to know.

 

The correlation coefficient often fails to capture what really matters to investors. There are two reasons for this. First, investors often measure correlations using monthly data and assume that they also hold over one-year, five-year or ten-year periods. Unfortunately, in the real world, they often don’t. The second reason has to do with a fundamental misconception about diversification. The fact is, investors don’t always want it. Sure, they want it on the downside, in order to offset the poor performance of one or more assets. But on the upside they prefer all assets to rise in unison, which is the opposite of diversification. Put differently, they’d be happy to place their eggs, conveniently, in a single basket provided nobody steals it. Our research shows that correlations can vary through time based on a range of conditions including the level of interest rates, the degree of turbulence in financial markets, and the performance of major equity markets. Overall, our findings challenge the notion that returns evolve as a simple “random walk,” a critical pre-condition without which we must interpret the correlation coefficient distrustfully. To address these issues, we introduce the notion of co-occurrence and offer a new perspective on how investors should diversify portfolios.

 

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Author Bios
William Kinlaw
William (Will) Kinlaw is executive vice president and head of Data Intelligence at State Street. Will leads a firm-wide initiative that empowers clients to distill actionable insights from proprietary and third-party datasets. Drawing on State Street’s technology and data infrastructure, as well as State Street Associates — our hub for partnerships with academics and fintech data companies — the team develops products that enhance clients’ investment, trading, operations and distribution capabilities.
Mark Kritzman
Mark is a founding partner of State Street Associates and senior lecturer at the MIT Sloan School of Management. As the author of seven books and more than 100 research articles, Mark has pioneered new approaches to asset allocation, investment strategy, and predictive analytics. He received the James R. Vertin award from the CFA Institute recognizing the relevance and value of his research to the investment profession. Mark’s contributions provide State Street clients with novel practical methods to improve the effectiveness of predictions and investment processes.
David Turkington
David Turkington is Senior Managing Director and Head of State Street Associates, State Street Markets’ decades-long partnership with renowned academics that produces innovative research on markets and investment strategy. David is a frequent presenter at industry conferences, has published more than 40 research articles in a range of journals, and serves on the editorial board of the Journal of Alternative Investments. He is the co-author of three books including “Asset Allocation: From Theory to Practice and Beyond” and “Prediction Revisited: The Importance of Observation.” His published research has received the 2010 Graham and Dodd Scroll Award, five Bernstein-Fabozzi/Jacobs-Levy Outstanding Article Awards, the 2013 Peter L. Bernstein Award for best paper in an Institutional Investor journal, the 2021 and 2023 Roger F. Murray First Prize for outstanding research presented at the Q Group seminars, and the 2022 and 2023 Harry Markowitz awards for best paper in the Journal of Investment Management.
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1. Peter L. Bernstein Award for Best Article in an Institutional Investor Journal in 2013; Bernstein-Fabozzi/Jacobs-Levy Award for Outstanding Article in the Journal of Portfolio Management in 2006, 2009, 2011, 2013 (2), 2014, 2015, 2016, 2021; Graham & Dodd Scroll Award for article in the Financial Analysts Journal in 2002 and 2010. Roger F. Murray First Prize for Research Presented at the Q Group Conference in 2012, 2021, 2023. Harry M. Markowitz Award for Best Paper in the Journal of Investment Management in 2022, 2023. Doriot Award for Best Private Equity Research Paper in 2022.