BayesMetab: treatment of missing values in metabolomic studies using a Bayesian modeling approach.

Shah, Jasmit; Brock, Guy N; Gaskins, Jeremy

Shah, Jasmit; Brock, Guy N; Gaskins, Jeremy.

Afiliación

Shah J; Department of Population Health, The Aga Khan University, Nairobi, Kenya.
Brock GN; Department of Biomedical Informatics, The Ohio State University, Columbus, OH, 43210, USA. guy.brock@osumc.edu.
Gaskins J; Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, 40202, USA. jeremy.gaskins@louisville.edu.

BMC Bioinformatics ; 20(Suppl 24): 673, 2019 Dec 20.

Article en En | MEDLINE | ID: mdl-31861984

Asunto(s)

Teorema de Bayes; Metabolómica/métodos; Algoritmos; Animales; Sesgo; Ratones; Método de Montecarlo

Palabras clave

Bayesian; Data augmentation; MAR; MNAR; Markov chain Monte Carlo; Metabolomics; Missing values; Truncated normal distribution

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Teorema de Bayes / Metabolómica Tipo de estudio: Health_economic_evaluation / Prognostic_studies Límite: Animals Idioma: En Revista: BMC Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2019 Tipo del documento: Article País de afiliación: Kenia

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