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unconditional correlation matrix. In this paper, we show how performance can be increased further by using open/high/low/close (OHLC … but also of dynamic correlations, is the concept of a regularized return, obtained from a volatility proxy in conjunction …
Persistent link: https://www.econbiz.de/10013040932
unconditional correlation matrix. In this paper, we show how performance can be increased further by using open/high/low/close (OHLC … but also of dynamic correlations, is the concept of a regularized return, obtained from a volatility proxy in conjunction …
Persistent link: https://www.econbiz.de/10012584099
. (2019) is able to overcome this curse via nonlinear shrinkage estimation of the unconditional correlation matrix. In this … covariances, is the concept of a regularized return, obtained from a volatility proxy in conjunction with a smoothed sign …
Persistent link: https://www.econbiz.de/10012253083
We introduce a new fractionally integrated model for covariance matrix dynamics based on the long-memory behavior of daily realized covariance matrix kernels and daily return observations. We account for fat tails in both types of data by appropriate distributional assumptions. The covariance...
Persistent link: https://www.econbiz.de/10011531139
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
at high frequency and to study the lead-lag relationship as well as the correlation between the stocks within this …
Persistent link: https://www.econbiz.de/10013005817
average returns of value, size and momentum portfolios. While the influence of market volatility on average correlation is …Dynamic average correlations of stock returns are predicted by the volatility of the market excess return and moving … returns share sources of risk like the market volatility, but there are other sources that are distinct. In particular …
Persistent link: https://www.econbiz.de/10013011599
Several novel large volatility matrix estimation methods have been developed based on the high-frequency financial data …. They often employ the approximate factor model that leads to a low-rank plus sparse structure for the integrated volatility … matrix and facilitates estimation of large volatility matrices. However, for predicting future volatility matrices, these …
Persistent link: https://www.econbiz.de/10012941598
in specific correlation dynamics. A strong implication emerges: during the period under research, and from a different …
Persistent link: https://www.econbiz.de/10010515402
in specific correlation dynamics. A strong implication emerges: during the period under research, and from a different …
Persistent link: https://www.econbiz.de/10010407524