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The Journal of Portfolio Management

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The Conservative Formula: Quantitative Investing Made Easy

David Blitz and Pim van Vliet
The Journal of Portfolio Management Summer 2018, 44 (7) 24-38; DOI: https://doi.org/10.3905/jpm.2018.44.7.024
David Blitz
is the head of quantitative equity research at Robeco Asset Management in Rotterdam, the Netherlands
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Pim van Vliet
is the founder and head of Conservative Equities at Robeco Asset Management in Rotterdam, the Netherlands
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Abstract

The authors propose a conservative investment formula that selects 100 stocks based on three criteria: low return volatility, high net payout yield, and strong price momentum. They show that this simple formula gives investors full and efficient exposure to the most important factor premiums and thus effectively summarizes half a century of empirical asset pricing research in one easy to implement investment strategy. With a compounded annual return of 15.1% since 1929, the conservative formula outperforms the market by a wide margin. It reduces downside risk and shows a positive return over every decade. The formula is also strong in European, Japanese, and emerging stock markets, and it beats a wide range of other strategies based on combinations of size, value, quality, and momentum. The formula is designed to be a practically useful tool for a broad range of investors and addresses academic concerns about p-hacking by using three simple criteria that do not even require accounting data.

TOPICS: Portfolio theory, risk management

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The Journal of Portfolio Management: 44 (7)
The Journal of Portfolio Management
Vol. 44, Issue 7
Summer 2018
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The Conservative Formula: Quantitative Investing Made Easy
David Blitz, Pim van Vliet
The Journal of Portfolio Management Jul 2018, 44 (7) 24-38; DOI: 10.3905/jpm.2018.44.7.024

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The Conservative Formula: Quantitative Investing Made Easy
David Blitz, Pim van Vliet
The Journal of Portfolio Management Jul 2018, 44 (7) 24-38; DOI: 10.3905/jpm.2018.44.7.024
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  • Article
    • Abstract
    • DATA AND GLOBAL RESULTS
    • RESULTS OVER TIME
    • COMPARISON WITH SINGLE-FACTOR PORTFOLIOS
    • COMPARISON WITH FAMA–FRENCH PORTFOLIOS
    • CONTROL FOR FACTOR EXPOSURES
    • U.S. MIDCAP AND INTERNATIONAL RESULTS
    • MACRO RISK AND TRADING COSTS
    • CONCLUSION
    • ACKNOWLEDGMENTS
    • APPENDIX
    • ENDONTES
    • REFERENCES
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