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Estimating the covariance between assets using high frequency data is challenging due to market microstructure effects and asynchronous trading. In this paper we develop a multivariate realised quasi maximum likelihood (QML) approach, carrying out inference as if the observations arise from an...
Persistent link: https://www.econbiz.de/10013008145
The estimation of the covariances of high-frequency asset prices is problematic because of asynchronous trading and …
Persistent link: https://www.econbiz.de/10012841029
change was observed both in the correlation and volatility levels for specific market segments, as well as in the market … estimated correlation levels during the post-crisis period. Such findings are consistent with the hypothesis that intermarket … relatively narrow and therefore greater caution is highly recommended when interpreting estimation results. …
Persistent link: https://www.econbiz.de/10011874650
This paper proposes a novel regularisation method for the estimation of large covariance matrices, which makes use of …
Persistent link: https://www.econbiz.de/10013051612
This paper proposes a novel regularisation method for the estimation of large covariance matrices, which makes use of …
Persistent link: https://www.econbiz.de/10013053343
allow these to differ from the correlation processes (namely, DCC-type models) are more beneficial than the models that …
Persistent link: https://www.econbiz.de/10014434629
issues are considered, and are also related to existing conditional covariance and correlation models. Some caveats are given … about multivariate models of time-varying conditional covariance and correlation models. …
Persistent link: https://www.econbiz.de/10010250536
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
-specific and Europe-wide risk factors. The estimation results indicate a high, time-varying degree of spatial spillovers in the …
Persistent link: https://www.econbiz.de/10010491085
The paper considers the return and range model with dynamic conditional correlations (DCC). The paper suggests the new speci cations for the asymmetric effects on log-volatilities and dynamic correlations, combined with long-run dependences. The new DCC model can be estimated by the...
Persistent link: https://www.econbiz.de/10013100553