Copula approach to residuals of regime-switching models
Kybernetika, Tome 48 (2012) no. 3, pp. 550-566
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The autocorrelation function describing the linear dependence is not suitable for description of residual dependence of the regime-switching models. In this contribution, inspired by Rakonczai ([20]), we will model the residual dependence of the regime-switching models (SETAR, LSTAR and ESTAR) with the autocopulas (Archimedean, EV and their convex combinations) and construct improved quality models for the original real time series.
Classification :
62A10, 93E12
Keywords: autocopula; time series; residuals; regime-switching models
Keywords: autocopula; time series; residuals; regime-switching models
@article{KYB_2012__48_3_a14,
author = {Petri\v{c}kov\'a, Anna and Komorn{\'\i}kov\'a, Magda},
title = {Copula approach to residuals of regime-switching models},
journal = {Kybernetika},
pages = {550--566},
publisher = {mathdoc},
volume = {48},
number = {3},
year = {2012},
mrnumber = {2975806},
language = {en},
url = {http://geodesic.mathdoc.fr/item/KYB_2012__48_3_a14/}
}
Petričková, Anna; Komorníková, Magda. Copula approach to residuals of regime-switching models. Kybernetika, Tome 48 (2012) no. 3, pp. 550-566. http://geodesic.mathdoc.fr/item/KYB_2012__48_3_a14/