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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
This paper investigates the merits of high-frequency intraday data when forming minimum variance portfolios and minimum tracking error portfolios with daily rebalancing from the individual constituents of the S&P 100 index. We focus on the issue of determining the optimal sampling frequency,...
Persistent link: https://www.econbiz.de/10011346450
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
Persistent link: https://www.econbiz.de/10009720703
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
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
This paper proposes a new class of multivariate volatility model that utilising high-frequency data. We call this model …
Persistent link: https://www.econbiz.de/10012009351
conditional correlation approach. We find that cross-products are indeed long memory processes, but that this feature arises from … long memory in conditional volatilities and not from long memory in conditional correlation …
Persistent link: https://www.econbiz.de/10014179077
The paper constructs measures of intra-day realized volatility for 17 European and USA stock indices. We utilize a … model-free de-noising method by assembling the realized volatility in sampling frequency selected according to the … volatility signature plot which minimizes the micro-structure effects. Having verified the stylized facts of realized volatility …
Persistent link: https://www.econbiz.de/10012897936
The paper examines the performance of four multivariate volatility models, namely CCC, VARMA-GARCH, DCC and BEKK, for … the optimal portfolio weights of all multivariate volatility models for Brent suggest holding futures in larger … volatility model give the time-varying hedge ratios, and recommend to short in crude oil futures with a high proportion of one …
Persistent link: https://www.econbiz.de/10013149486