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allows for volatility feedback of either sign, i.e., positive or negative. In the previous literature, negative volatility … GARCH processes ; volatility feedback …
Persistent link: https://www.econbiz.de/10003764299
We propose a novel multivariate GARCH model that incorporates realized measures for the variance matrix of returns. The key novelty is the joint formulation of a multivariate dynamic model for outer-products of returns, realized variances and realized covariances. The updating of the variance...
Persistent link: https://www.econbiz.de/10011520881
spreading risk, and Ireland and Spain are the most susceptible receivers of spillover effects that can be traced back to a …
Persistent link: https://www.econbiz.de/10012997533
allows for volatility feedback of either sign, i.e., positive or negative. In the previous literature, negative volatility …
Persistent link: https://www.econbiz.de/10014220091
We propose a new class of observation-driven time-varying parameter models for dynamic volatilities and correlations to handle time series from heavy-tailed distributions. The model adopts generalized autoregressive score dynamics to obtain a time-varying covariance matrix of the multivariate...
Persistent link: https://www.econbiz.de/10011380135
(2000) is applied but generalised to account for weekly periodicities and time-varying volatility. Eventually we find a …
Persistent link: https://www.econbiz.de/10003894769
Persistent link: https://www.econbiz.de/10009720703
We propose a new class of observation-driven time-varying parameter models for dynamic volatilities and correlations to handle time series from heavy-tailed distributions. The model adopts generalized autoregressive score dynamics to obtain a time-varying covariance matrix of the multivariate...
Persistent link: https://www.econbiz.de/10013146598
volatility dynamics. We show that despite the many parameters resulting from this wide cross-section, this spillover … autoregressive (SPAR) realized variance model forecasts accurately and can be used in estimating large volatility spillover networks …. These volatility spillover networks can be visualized and used to explain Granger-causal contagion in a group of assets. We …
Persistent link: https://www.econbiz.de/10013051150
We propose semi-parametric CUSUM tests to detect a change point in the covariance structure of non-linear multivariate models with dynamically evolving volatilities and correlations. The asymptotic distributions of the proposed statistics are derived under mild conditions. We discuss the...
Persistent link: https://www.econbiz.de/10012945121