Empirical Phi-discrepancies and quasi-empirical likelihood: exponential bounds

We review some recent extensions of the so-called generalized empirical likelihood method, when the Kullback distance is replaced by some general convex divergence. We propose to use, instead of empirical likelihood, some regularized form or quasi-empirical likelihood m...

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Bibliographic Details
Main Authors: Bertail Patrice, Gautherat Emmanuelle, Harari-Kermadec Hugo
Format: Article
Language:English
Published: EDP Sciences 2015-10-01
Series:ESAIM: Proceedings and Surveys
Online Access:http://dx.doi.org/10.1051/proc/201551012