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Minimum description length / Density estimation / Statistical inference / V-optimal histograms / Multivariate kernel density estimation / Statistics / Non-parametric statistics / Histogram


NML-OPTIMAL HISTOGRAM DENSITY ESTIMATION Petri Kontkanen and Petri Myllym¨aki Complex Systems Computation Group (CoSCo) Helsinki Institute for Information Technology (HIIT) University of Helsinki and Helsinki University
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Document Date: 2008-08-07 07:15:00

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File Size: 86,12 KB

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Company

Complex Systems Computation Group / MIT Press / /

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Facility

University of Helsinki / Helsinki Institute / Helsinki University of Technology P.O.Box / /

IndustryTerm

final solution / linear-time algorithm / dynamic programming algorithm / partial solutions / exhaustive search / /

Organization

Helsinki Institute for Information Technology / Royal Statistical Society / University of Helsinki / vol. / University of Technology P.O.Box / Department of Computer Science / MIT / Helsinki University of Technology / /

Position

candidate for performing model selection / Fisher / /

ProgrammingLanguage

ML / /

PublishedMedium

Journal of the Royal Statistical Society / IEEE Transactions on Information Theory / /

Technology

dynamic programming algorithm / machine learning / simulation / linear-time algorithm / Information Technology / /

SocialTag