VCSEL: PRIORITIZING SNP-SET BY PENALIZED VARIANCE COMPONENT SELECTION.

Kim, Juhyun; Shen, Judong; Wang, Anran; Mehrotra, Devan V; Ko, Seyoon; Zhou, Jin J; Zhou, Hua

Kim, Juhyun; Shen, Judong; Wang, Anran; Mehrotra, Devan V; Ko, Seyoon; Zhou, Jin J; Zhou, Hua.

Afiliação

Kim J; Department of Biostatistics, University of California, Los Angeles.
Shen J; Biostatistics and Research Decision Sciences, Merck & Co., Inc.
Wang A; Biostatistics and Research Decision Sciences, Merck & Co., Inc.
Mehrotra DV; Biostatistics and Research Decision Sciences, Merck & Co., Inc.
Ko S; Department of Biostatistics, University of California, Los Angeles.
Zhou JJ; Department of Medicine, University of California, Los Angeles.
Zhou H; Department of Biostatistics, University of California, Los Angeles.

Ann Appl Stat ; 15(4): 1652-1672, 2021 Dec.

Article em En | MEDLINE | ID: mdl-35198092

Palavras-chave

Rare variants; group selection; majorization-minimization (MM); multiple phenotypes; nonconvex penalties; penalized estimation; restricted maximum likelihood (REML); variance components model

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Ann Appl Stat Ano de publicação: 2021 Tipo de documento: Article

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