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Waiting for the Next Factor Wave: Daily Rebalancing around Market Cycle Transitions

Kevin Khang and Antonio Picca
The Journal of Portfolio Management Quantitative Special Issue 2021, 47 (2) 127-144; DOI: https://doi.org/10.3905/jpm.2020.47.2.127
Kevin Khang
is a senior investment strategist with the Vanguard Group in Malvern, PA
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Antonio Picca
is a senior portfolio manager with the Vanguard Group in Malvern, PA
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Abstract

To deliver historically observed factor premiums, long-only factor investing relied heavily on a small number of periods, when factors realized outsized returns in the midst of changing market leadership. This article shows that by rebalancing factor funds more frequently during these periods—rebalancing on a daily basis instead of monthly or biannually—investors would have achieved significantly higher factor premiums, effectively doubling the historically observed premiums of many factors. These findings indicate that to harvest factor premiums to their maximal potential, skill is needed on the part of the fund manager—an ability to tell the right moment to aggressively rebalance.

TOPICS: Analysis of individual factors/risk premia, factor-based models

Key Findings

  • ▪ Historically, long-only factor investing relied heavily on a small number of periods with outsized returns to deliver factor premiums. These periods coincided with market cycle transitions when the makeup of market leadership changed dramatically.

  • ▪ By rebalancing frequently—daily instead of every month or six months—during market cycle transitions, a factor investor would have achieved significantly higher factor premiums, effectively doubling the historically observed premiums. This finding holds true even after accounting for much higher transaction costs driven by the higher turnover.

  • ▪ Our findings indicate that an ability to tell the right moment to rebalance more frequently may be central to harvesting factor premiums to their maximal potential.

  • © 2020 Pageant Media Ltd
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The Journal of Portfolio Management: 47 (2)
The Journal of Portfolio Management
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Quantitative Special Issue 2021
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Waiting for the Next Factor Wave: Daily Rebalancing around Market Cycle Transitions
Kevin Khang, Antonio Picca
The Journal of Portfolio Management Dec 2020, 47 (2) 127-144; DOI: 10.3905/jpm.2020.47.2.127

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Waiting for the Next Factor Wave: Daily Rebalancing around Market Cycle Transitions
Kevin Khang, Antonio Picca
The Journal of Portfolio Management Dec 2020, 47 (2) 127-144; DOI: 10.3905/jpm.2020.47.2.127
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  • Article
    • Abstract
    • EMPIRICAL SET UP AND DATA DISCUSSION
    • RESULTS COMPARING DAILY VERSUS SLOWLY REBALANCED PORTFOLIOS
    • TWO CASE STUDIES ON REBALANCING FACTOR PORTFOLIOS DAILY
    • CONCLUSIONS
    • ACKNOWLEDGMENTS
    • APPENDIX
    • ENDNOTES
    • REFERENCES
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