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Concentration of empirical entropy and transfer entropy for non-regular chains with unbounded memory

Santana, José O. et al.
arXiv (All) · Papers
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probability
We study plug-in estimators of the entropy rate and the transfer entropy rate for stationary finite-alphabet chains with unbounded memory. Under a coalescent coupling-from-the-past assumption, we establish non-asymptotic concentration inequalities around the expectations of the estimators. Under add
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