MISC

2010年1月

Geometric BIC

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
  • Kenichi Kanatani

E93D
1
開始ページ
144
終了ページ
151
記述言語
英語
掲載種別
DOI
10.1587/transinf.E93.D.144
出版者・発行元
IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG

The "geometric AIC'" and the "geometric MDL" have been proposed as model selection criteria for geometric fitting problems. These correspond to Akaike's "AIC" and Rissanen's "BIC" well known in the statistical estimation framework. Another well Known criterion is Schwarz' "BIC", but its counterpart for geometric fitting has not been known. This paper introduces the corresponding criterion. which we call the "geometric BIC". and shows that it is of the same form as the geometric MDL. Our result gives a justification to the geometric MDL front the Bayesian principle.

リンク情報
DOI
https://doi.org/10.1587/transinf.E93.D.144
CiNii Articles
http://ci.nii.ac.jp/naid/10026813286
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000274506200018&DestApp=WOS_CPL
ID情報
  • DOI : 10.1587/transinf.E93.D.144
  • ISSN : 0916-8532
  • CiNii Articles ID : 10026813286
  • Web of Science ID : WOS:000274506200018

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