On dependence structure of copula-based Markov chains
ESAIM: Probability and Statistics, Tome 18 (2014), pp. 570-583
We consider dependence coefficients for stationary Markov chains. We emphasize on some equivalencies for reversible Markov chains. We improve some known results and provide a necessary condition for Markov chains based on Archimedean copulas to be exponential ρ-mixing. We analyse the example of the Mardia and Frechet copula families using small sets.
DOI :
10.1051/ps/2013052
Classification :
60J20, 60J35, 37A30
Keywords: Markov chains, copula, mixing, reversible processes, ergodicity, small sets
Keywords: Markov chains, copula, mixing, reversible processes, ergodicity, small sets
@article{PS_2014__18__570_0,
author = {Longla, Martial},
title = {On dependence structure of copula-based {Markov} chains},
journal = {ESAIM: Probability and Statistics},
pages = {570--583},
year = {2014},
publisher = {EDP-Sciences},
volume = {18},
doi = {10.1051/ps/2013052},
zbl = {1308.60087},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/ps/2013052/}
}
TY - JOUR AU - Longla, Martial TI - On dependence structure of copula-based Markov chains JO - ESAIM: Probability and Statistics PY - 2014 SP - 570 EP - 583 VL - 18 PB - EDP-Sciences UR - http://geodesic.mathdoc.fr/articles/10.1051/ps/2013052/ DO - 10.1051/ps/2013052 LA - en ID - PS_2014__18__570_0 ER -
Longla, Martial. On dependence structure of copula-based Markov chains. ESAIM: Probability and Statistics, Tome 18 (2014), pp. 570-583. doi: 10.1051/ps/2013052
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