Necessary and sufficient conditions of proper estimators based on self density ratio for unnormalized statistical models.

Hiraoka, Kazuyuki; Hamada, Toshihiko; Hori, Gen

Hiraoka, Kazuyuki; Hamada, Toshihiko; Hori, Gen.

Afiliação

Hiraoka K; National Institute of Technology, Wakayama College, Wakayama, 644-0023, Japan. Electronic address: hiraoka@wakayama-nct.ac.jp.
Hamada T; National Institute of Technology, Wakayama College, Wakayama, 644-0023, Japan. Electronic address: hamada@wakayama-nct.ac.jp.
Hori G; Faculty of Business Administration, Asia University, Tokyo, 180-8629, Japan; Brain Science Institute, RIKEN, Saitama, 351-0198, Japan. Electronic address: hori@brain.riken.jp.

Neural Netw ; 98: 263-270, 2018 Feb.

Article em En | MEDLINE | ID: mdl-29288873

Assuntos

Modelos Estatísticos; Funções Verossimilhança

Palavras-chave

Consistency; Non-local scoring rules; Score matching; Self density ratio; Unnormalized statistical model

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Modelos Estatísticos Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2018 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google