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This paper develops a new framework and statistical tools to analyze stock returns using high-frequency data. We consider a continuous-time multifactor model via a continuous-time multivariate regression model incorporating realistic empirical features, such as persistent stochastic volatilities...
Persistent link: https://www.econbiz.de/10011995478
This paper develops a new framework and statistical tools to analyze stock returns using high-frequency data. We consider a continuous-time multifactor model via a continuous-time multivariate regression model incorporating realistic empirical features, such as persistent stochastic volatilities...
Persistent link: https://www.econbiz.de/10011800879
to invent tools and methodologies for effective inferences in panel unit root models. Simulations show that our approach …
Persistent link: https://www.econbiz.de/10010574097
observations. More specifically, we let each panel be driven by a general linear process which may be different across cross … then apply the bootstrap method to the approximated autoregressions to obtain the critical values for the panel unit root … tests, and establish the asymptotic validity of such bootstrap panel unit root tests under general conditions. The proposed …
Persistent link: https://www.econbiz.de/10005593302
presence of unit roots in some of the individual units for a given panel. The individual IV t-ratios, which are the bases of …
Persistent link: https://www.econbiz.de/10005345805
This paper develops a new framework and statistical tools to analyze stock returns using high frequency data. We consider a continuous-time multi-factor model via a continuous-time multivariate regression model incorporating realistic empirical features, such as persistent stochastic...
Persistent link: https://www.econbiz.de/10013038279
cointegrating relationships from each individual unit, and the nonlinear IV panel unit root testing procedure is applied to the … for the null of a fully non-cointegrated panel against the alternative of a mixed panel, i.e., a panel with only some … cointegrated units. We also consider the maximum of the IV t-ratios to test for a mixed panel against a fully cointegrated panel …
Persistent link: https://www.econbiz.de/10010574094
and cross-dependencies of panel models. Individual units are allowed to be dependent through correlations among …
Persistent link: https://www.econbiz.de/10005002297
We consider the bootstrap method for the covariates augmented Dickey-Fuller (CADF) unit root test suggested in Hansen (1995) which uses related variables to improve the power of univariate unit root tests. It is shown that there are substantial power gains from including correlated covariates....
Persistent link: https://www.econbiz.de/10005002299
demonstrate that this startling finding may be exploited to invent tools and methodologies for the effective inferences in panel …
Persistent link: https://www.econbiz.de/10005002309