Predicting Market Returns Using Covariance Asymmetry Risk Premium

Research output: Contribution to journalArticlepeer-review

Abstract

Implied covariance asymmetry is a market-wide measure defined as the average of the absolute difference between the downside and upside pairwise co-movements of individual stocks, estimated from options data. Its risk premium is linked to improved long-term economic conditions and significantly forecasts excess market returns from 1 month to 2 years. This predictive power persists at horizons beyond 6 months after controlling for popular financial and economic predictors in in-sample analyses. It also translates into superior out-of-sample forecasts and substantial economic gains for a mean-variance investor, particularly over medium and long horizons.

Original languageEnglish
Pages (from-to)435-462
Number of pages28
JournalJournal of Futures Markets
Volume46
Issue number2
DOIs
Publication statusPublished - Feb 2026

Keywords

  • covariance risk
  • return predictability
  • variance risk premium

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