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 language | English |
|---|---|
| Pages (from-to) | 435-462 |
| Number of pages | 28 |
| Journal | Journal of Futures Markets |
| Volume | 46 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - Feb 2026 |
Keywords
- covariance risk
- return predictability
- variance risk premium