2010年1月
Geometric BIC
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
- 巻
- E93D
- 号
- 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
- ID情報
-
- DOI : 10.1587/transinf.E93.D.144
- ISSN : 0916-8532
- CiNii Articles ID : 10026813286
- Web of Science ID : WOS:000274506200018