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noise model with correlation and volatility processes being constant over small intervals. The asymptotic equivalence of the …
Persistent link: https://www.econbiz.de/10009388782
Often socio-economic variables are measured on a discrete scale or rounded to protect confidentiality. Nevertheless, when exploring the effect of a relevant covariate on the whole outcome distribution of a discrete response variable, virtually all common quantile regression methods require the...
Persistent link: https://www.econbiz.de/10013131387
macroeconomic predictors. I show that acknowledging the correlation structure in the predictors can improve forecasts over existing …
Persistent link: https://www.econbiz.de/10013099177
The problem of estimation of realized correlation, which is analogous to realized covariance, is compounded by effects … point identification of realized correlation difficult, but identification bounds in the spirit of Manski (1995) can be … derived. These identification bounds allow for a more robust approach to inference, especially when the realized correlation …
Persistent link: https://www.econbiz.de/10013082359
We present an adjusted method for calculating the eigenvalues of a time-dependent return correlation matrix that … market-adjusted return correlation matrix to that of logarithmic return correlation matrix on an 18-year dataset of 310 S …
Persistent link: https://www.econbiz.de/10012940589
conditional correlation (CCC), dynamic conditional correlation (DCC), factor, asymmetric DCC and BEKK. Our simulations show that …
Persistent link: https://www.econbiz.de/10012945121
.S. trading sessions. Importantly, we document that co-jumps significantly influence correlation in currency markets …
Persistent link: https://www.econbiz.de/10012970008
We propose a simple procedure based on an existing “debiased” l_{1}-regularized method for inference of the average partial effects (APEs) in approximately sparse probit and fractional probit models with panel data, where the number of time periods is fixed and small relative to the number...
Persistent link: https://www.econbiz.de/10012970017
. Causal relations are analysed using the recently developed concept of general correlation Zheng et al. (2012) and Vinod (2017 …
Persistent link: https://www.econbiz.de/10012917306
We propose a nonparametric procedure for detecting and dating multiple change points in the correlation matrix of a … sequence of random variables. The procedure is based on a test for changes in correlation matrices at an unknown point in time …
Persistent link: https://www.econbiz.de/10013033694