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Estimating beta-mixing coefficients

The literature on statistical learning for time series assumes the asymptotic independence or “mixing” of the data-generating process. These mixing assumptions are never tested, and there are no methods for estimating mixing rates from data. We give an estimator for the beta-mixing rate based on a s...

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Bibliografiske detaljer
Udgivet i:JMLR Workshop Conf Proc
Main Authors: McDonald, Daniel J., Shalizi, Cosma Rohilla, Schervish, Mark
Format: Artigo
Sprog:Inglês
Udgivet: 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4537076/
https://ncbi.nlm.nih.gov/pubmed/26279742
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