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This note discusses some aspects of the paper by Hu and Tsay (2014), "Principal Volatility Component Analysis". The key issues are considered, and are also related to existing conditional covariance and correlation models. Some caveats are given about multivariate models of time-varying...
Persistent link: https://www.econbiz.de/10010250536
This note discusses some aspects of the paper by Hu and Tsay (2014), "Principal Volatility Component Analysis". The key issues are considered, and are also related to existing conditional covariance and correlation models. Some caveats are given about multivariate models of time-varying...
Persistent link: https://www.econbiz.de/10010377227
Persistent link: https://www.econbiz.de/10010359780
Persistent link: https://www.econbiz.de/10010348324
from diagonal BEKK in small systems; and DCC may be a useful filter or a diagnostic check, but it is not a model. … Conditional Correlation (DCC) representation for estimating and forecasting time-varying conditional correlations. The reasons … given for caution about the use of DCC include the following: DCC represents the dynamic conditional covariances of the …
Persistent link: https://www.econbiz.de/10010326244
Persistent link: https://www.econbiz.de/10009725302
from diagonal BEKK in small systems; and DCC may be a useful filter or a diagnostic check, but it is not a model. … Conditional Correlation (DCC) representation for estimating and forecasting time-varying conditional correlations. The reasons … given for caution about the use of DCC include the following: DCC represents the dynamic conditional covariances of the …
Persistent link: https://www.econbiz.de/10010326200
conditional volatility models, specifically the BEKK and DCC models. A serious technical deficiency is that the Quasi …-Maximum Likelihood Estimates (QMLE) of a full BEKK matrix, which is typically estimated in examining volatility spillover effects, has no … literature have used the DCC model to test for volatility spillovers. However, it is well known in the financial econometrics …
Persistent link: https://www.econbiz.de/10011403535
conditional volatility models, specifically the BEKK and DCC models. A serious technical deficiency is that the Quasi …-Maximum Likelihood Estimates (QMLE) of a full BEKK matrix, which is typically estimated in examining volatility spillover effects, has no … literature have used the DCC model to test for volatility spillovers. However, it is well known in the financial econometrics …
Persistent link: https://www.econbiz.de/10011295732
The purpose of the paper is to explore the relative biases in the estimation of the Full BEKK model as compared with … the Diagonal BEKK model, which is used as a theoretical and empirical benchmark. Chang and McAleer [4] show that … univariate GARCH is not a special case of multivariate ARCH, specifically, the Full BEKK model, and demonstrate that Full BEKK …
Persistent link: https://www.econbiz.de/10011819462