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We propose a new decomposition of the realized covariance matrix into components based on the signs of the underlying high-frequency returns. Under an asymptotic setting in which the sampling interval goes to zero, we derive the asymptotic properties of the resulting realized semicovariance...
Persistent link: https://www.econbiz.de/10012116691
volatility models results in superior out-of-sample risk forecasts, compared to forecasts from existing models and more …
Persistent link: https://www.econbiz.de/10012970195
choose the thresholds to maximize the out-ofsample forecast performance of time series models based on realized partial (co …
Persistent link: https://www.econbiz.de/10012249756
We propose new asymmetric multivariate volatility models. The models exploit estimates of variances and covariances …
Persistent link: https://www.econbiz.de/10012921351
most noteworthy empirical findings to date pertaining to volatility forecasting and asset pricing …
Persistent link: https://www.econbiz.de/10012607048
We propose a novel and easy-to-implement framework for forecasting correlation risks based on a large set of salient realized correlation features and the sparsity-encouraging LASSO technique. Considering the universe of S&P 500 stocks, we find that the new approach manifests in statistically...
Persistent link: https://www.econbiz.de/10014235631
volatility forecast, coupled with a parametric lognormal-normal mixture distribution implied by the theoretically and empirically … forecasting of daily and lower frequency volatility and return distributions. Most procedures for modeling and forecasting … ARCH or stochastic volatility models, which often perform poorly at intraday frequencies. Use of realized volatility …
Persistent link: https://www.econbiz.de/10012470566
volatility forecast, coupled with a parametric lognormal-normal mixture distribution implied by the theoretically and empirically … forecasting of daily and lower frequency volatility and return distributions. Most procedures for modeling and forecasting … ARCH or stochastic volatility models, which often perform poorly at intraday frequencies. Use of realized volatility …
Persistent link: https://www.econbiz.de/10012787458
and implied volatilities. First, we show that whereas the volatility feedback effect as measured by the sign of the … correlation between contemporaneous return and realized volatility depends importantly on the underlying structural model … parameters, the correlation between return and implied volatility is unambiguously positive for all reasonable parameter …
Persistent link: https://www.econbiz.de/10014236285
Stock market volatility clusters in time, appears fractionally integrated, carries a risk premium, and exhibits … asymmetric leverage effects relative to returns. At the same time, the volatility risk premium, defined by the difference between … the risk-neutral and objective expectations of the volatility, is distinctly less persistent and appears short …
Persistent link: https://www.econbiz.de/10014190565