Efficient inference for genetic association studies with multiple outcomes.

Ruffieux, Helene; Davison, Anthony C; Hager, Jorg; Irincheeva, Irina

Ruffieux, Helene; Davison, Anthony C; Hager, Jorg; Irincheeva, Irina.

Afiliação

Ruffieux H; Nestlé Institute of Health Sciences SA, EPFL Innovation Park, 1015 Lausanne, Switzerland Ecole Polytechnique Fédérale de Lausanne, EPFL SB MATH STAT, Station 8, 1015 Lausanne, Switzerland.
Davison AC; Ecole Polytechnique Fédérale de Lausanne, EPFL SB MATH STAT, Station 8, 1015 Lausanne, Switzerland.
Hager J; Nestlé Institute of Health Sciences SA, EPFL Innovation Park, 1015 Lausanne, Switzerland.
Irincheeva I; Nestlé Institute of Health Sciences SA, EPFL Innovation Park, 1015 Lausanne, Switzerland.

Biostatistics ; 18(4): 618-636, 2017 Oct 01.

Article em En | MEDLINE | ID: mdl-28334312

Assuntos

Estudos de Associação Genética/métodos; Variação Genética; Cadeias de Markov; Modelos Estatísticos; Método de Monte Carlo; Humanos

Palavras-chave

High-dimensional data; Molecular quantitative trait locus analysis; Sparse multivariate regression; Statistical genetics; Variable selection; Variational inference

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Variação Genética / Método de Monte Carlo / Cadeias de Markov / Modelos Estatísticos / Estudos de Associação Genética Tipo de estudo: Health_economic_evaluation / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2017 Tipo de documento: Article

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