Practical robust estimators for the imprecise Dirichlet model

DOI10.1016/j.ijar.2008.03.020zbMath1185.62067arXiv0901.4137OpenAlexW2103058270WikidataQ58012388 ScholiaQ58012388MaRDI QIDQ962849

Marcus Hutter

Publication date: 7 April 2010

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0901.4137

zbMATH Keywords

robustentropymutual informationexactconservativeapproximateimprecise Dirichlet modelcredible interval estimates

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Nonparametric estimation (62G05) Statistical aspects of information-theoretic topics (62B10) Nonparametric inference (62G99)

Related Items (2)

A minimum distance estimator in an imprecise probability model -- computational aspects and applications ⋮ Minimum distance estimation in imprecise probability models

Uses Software

• BayesDA

Cites Work

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• Robust inference of trees
• On universal prediction and Bayesian confirmation
• THE PRECISION OF OBSERVED VALUES OF SMALL FREQUENCIES
• An invariant form for the prior probability in estimation problems

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