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We observe that daily highs and lows of stock prices do not diverge over time and, hence, adopt the cointegration concept and the related vector error correction model (VECM) to model the daily high, the daily low, and the associated daily range data. The in-sample results attest the importance...
Persistent link: https://www.econbiz.de/10012707381
paper investigates the impact of EPU on the crude oil return volatility and which EPU index has the most forecasting power … the crude oil return volatility, but the effect is short-lived and the decay period is about one year. Particularly, our … results show that the US EPU index has the best forecasting power for crude oil return volatility over the long-term, whereas …
Persistent link: https://www.econbiz.de/10012040309
Persistent link: https://www.econbiz.de/10003880020
In order to capture observed asymmetric dependence in international financial returns, we construct a multivariate regime-switching model of copulas. We model dependence with one Gaussian and one canonical vine copula regime. Canonical vines are constructed from bivariate conditional copulas and...
Persistent link: https://www.econbiz.de/10013150667
volatility predictor, the results of an application to tactical asset allocation are presented. -- Multivariate GARCH ; forecast …
Persistent link: https://www.econbiz.de/10003796201
frequency volatilities and correlations ; Dynamic conditional correlation ; Spline-GARCH ; Idiosyncratic volatility ; Long …
Persistent link: https://www.econbiz.de/10003821063
forecasting, the authors propose a new factor multivariate stochastic volatility (fMSV) model for realized covariance measures …
Persistent link: https://www.econbiz.de/10010259630
This paper proposes a latent dynamic factor model for low- as well as high-dimensional realized covariance matrices of stock returns. The approach is based on the matrix logarithm and allows for flexible dynamic dependence patterns by combining common latent factors driven by HAR dynamics and...
Persistent link: https://www.econbiz.de/10010341025
theory assumes that return shocks can be caused by changes in conditional volatility through a time-varying risk premium. On … leverage effect and the volatility feedback effect. We stress the importance of distinguishing between realized volatility and … implied volatility, and find that implied volatilities are essential for assessing the volatility feedback effect. The …
Persistent link: https://www.econbiz.de/10013128856
The volatility of equity and foreign exchange market is an important input to portfolio selection and to asset pricing … models. Many investment decisions and valuation of derivatives frequently rely on predictions of volatility. In this paper we … review the existing empirical literature in forecasting volatility of financial time series. Particularly, we decompose the …
Persistent link: https://www.econbiz.de/10013122403