Testing Goodness-of-Fit via Rate Distortion

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dc.creatorHarremoes, Peter
dc.date2009-03-31
dc.date.accessioned2026-07-07T12:58:33Z
dc.date.available2026-07-07T12:58:33Z
dc.descriptionA framework is developed using techniques from rate distortion theory in statistical testing. The idea is first to do optimal compression according to a certain distortion function and then use information divergence from the compressed empirical distribution to the compressed null hypothesis as statistic. Only very special cases have been studied in more detail, but they indicate that the approach can be used under very general conditions.
dc.identifierhttps://arxiv.org/abs/0903.5426
dc.identifierhttp://arxiv.org/abs/0903.5426
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/225278
dc.subjectInformation Theory
dc.subjectStatistics Theory
dc.subject94A34; 62G10
dc.titleTesting Goodness-of-Fit via Rate Distortion
dc.typetext

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