Bayesian regularization for a nonstationary Gaussian linear mixed effects model.

Gecili, Emrah; Sivaganesan, Siva; Asar, Ozgur; Clancy, John P; Ziady, Assem; Szczesniak, Rhonda D

Gecili, Emrah; Sivaganesan, Siva; Asar, Ozgur; Clancy, John P; Ziady, Assem; Szczesniak, Rhonda D.

Afiliación

Gecili E; Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.
Sivaganesan S; Division of Statistics and Data Science, Department of Mathematical Sciences, University of Cincinnati, Cincinnati, Ohio, USA.
Asar O; Department of Biostatistics and Medical Informatics, Acibadem University, Istanbul, Turkey.
Clancy JP; Cystic Fibrosis Foundation, Bethesda, Maryland, USA.
Ziady A; Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.
Szczesniak RD; Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.

Stat Med ; 41(4): 681-697, 2022 02 20.

Article en En | MEDLINE | ID: mdl-34897771

Asunto(s)

Genómica; Proteómica; Teorema de Bayes; Humanos; Modelos Lineales; Distribución Normal

Palabras clave

Bayesian regularization; MCMC; integrated Brownian motion; irregular longitudinal data; mixed effects models; shrinkage priors

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Genómica / Proteómica Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Stat Med Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos

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