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Beyond the Central Tendency: Quantile Regression as a Tool in Quantitative Investing

Chris Gowlland, Zhijie Xiao and Qi Zeng
The Journal of Portfolio Management Spring 2009, 35 (3) 106-119; DOI: https://doi.org/10.3905/JPM.2009.35.3.106
Chris Gowlland
is a vice president and senior quantitative analyst at Delaware Investments in Philadelphia, PA.
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  • For correspondence: cgowlland@delinvest.com
Zhijie Xiao
is a professor in the Department of Economics at Boston College in Boston, MA.
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  • For correspondence: xiaoz@bc.edu
Qi Zeng
is a senior vice president and portfolio manager at Acadian Asset Management in Boston, MA.
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  • For correspondence: qzeng@acadian-asset.com
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The Journal of Portfolio Management
Vol. 35, Issue 3
Spring 2009
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Beyond the Central Tendency: Quantile Regression as a Tool in Quantitative Investing
Chris Gowlland, Zhijie Xiao, Qi Zeng
The Journal of Portfolio Management Apr 2009, 35 (3) 106-119; DOI: 10.3905/JPM.2009.35.3.106

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Beyond the Central Tendency: Quantile Regression as a Tool in Quantitative Investing
Chris Gowlland, Zhijie Xiao, Qi Zeng
The Journal of Portfolio Management Apr 2009, 35 (3) 106-119; DOI: 10.3905/JPM.2009.35.3.106
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  • Article
    • Abstract
    • QUANTILE REGRESSION
    • USING QUANTILE REGRESSION TO ANALYZE FACTOR EFFECTIVENESS
    • QUANTILE ANALYSIS OF BOOK-TO-PRICE
    • QUANTILE ANALYSIS OF MEDIUM-TERM MOMENTUM
    • QUANTILE MULTIVARIATE ANALYSIS OF VALUE AND MOMENTUM
    • CONCLUSION
    • ENDNOTES
    • REFERENCES
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