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Persistent link: https://www.econbiz.de/10012913510
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
We propose exible models for multivariate realized volatility dynamics which involve generalizations of the Box … covariance matrix eigenvalues, while for the Box-Cox dynamic correlation (BC-DC) specification the variances are transformed …
Persistent link: https://www.econbiz.de/10010344500
into intraday covariance and correlation dynamics. We show that intraday (co-)variations (i) follow underlying periodicity …
Persistent link: https://www.econbiz.de/10010411945
into intraday covariance and correlation dynamics. We show that intraday (co-)variations (i) follow underlying periodicity …
Persistent link: https://www.econbiz.de/10010412428
noise model with correlation and volatility processes being constant over small intervals. The asymptotic equivalence of the …
Persistent link: https://www.econbiz.de/10009388782
Using a modified DCC-MIDAS specification, we endogenize the long-term correlation between crude oil and stock price … future economic activity are helpful predictors of changes in the oil-stock correlation. For the period 1993-2011 there is … strong evidence for counter cyclical behavior of the long-term correlation. For prolonged periods with strong growth above …
Persistent link: https://www.econbiz.de/10013066427
impact of past values of realized correlation on future values is at least 10% higher when stock returns are negative rather … than positive. This finding supports the conjecture that correlation between stock returns tends to be higher when stock …
Persistent link: https://www.econbiz.de/10012843003
We investigate long-run stock-bond correlation using a model that combines the dynamic conditional correlation model … with the mixed-data sampling approach and allows long-run correlation to be affected by macro-finance factors (historical …-bond correlation. Supporting the flight-to-quality phenomenon, long-run correlation tends to be small and negative when the economy is …
Persistent link: https://www.econbiz.de/10013033824
We construct a parsimonious test of constancy of the correlation matrix in the multivariate conditional correlation … deterministically as a function of time. The alternative is a covariance matrix, not a correlation matrix, so the test may be viewed as … a general test of stability of a constant correlation matrix. The size of the test in finite samples is studied by …
Persistent link: https://www.econbiz.de/10013459316