Presentation 1998/3/18
A Study on the Derivation of MDL Principle
Shigeki MIYAKE,
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Abstract(in English) A proof of the potimality of MDL code is shown, which does not depend on whether the model class of information sources is countable or not. The optimality of MDL code gives a basis of MDL principle as a criterion for model selection in the statistical inference field. At the last part of the manuscript, three major conditions for the optimality of MDL code and MDL principle are summed up.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) MDL code / MDL principle / Universal code / Redundancy
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Conference Information
Committee ISEC
Conference Date 1998/3/18(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Study on the Derivation of MDL Principle
Sub Title (in English)
Keyword(1) MDL code
Keyword(2) MDL principle
Keyword(3) Universal code
Keyword(4) Redundancy
1st Author's Name Shigeki MIYAKE
1st Author's Affiliation NTT Optical Network Systems Laboratories()
Date 1998/3/18
Paper #
Volume (vol) vol.97
Number (no) 611
Page pp.pp.-
#Pages 6
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