Bayesian variable selection for multivariate zero-inflated models: Application to microbiome count data.

Lee, Kyu Ha; Coull, Brent A; Moscicki, Anna-Barbara; Paster, Bruce J; Starr, Jacqueline R

Lee, Kyu Ha; Coull, Brent A; Moscicki, Anna-Barbara; Paster, Bruce J; Starr, Jacqueline R.

Afiliación

Lee KH; The Forsyth Institute, 245 First Street, Cambridge, MA 02142, USA and Department of Oral Health Policy and Epidemiology, Harvard School of Dental Medicine, Boston, MA 02115, USA.
Coull BA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA 02115, USA.
Moscicki AB; Department of Pediatrics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 10833, USA.
Paster BJ; The Forsyth Institute, 245 First Street, Cambridge, MA 02142, USA and Department of Oral Medicine, Infection, and Immunity, Harvard School of Dental Medicine, Boston, MA 02115, USA.
Starr JR; The Forsyth Institute, 245 First Street, Cambridge, MA 02142, USA and Department of Oral Health Policy and Epidemiology, Harvard School of Dental Medicine, Boston, MA 02115, USA.

Biostatistics ; 21(3): 499-517, 2020 07 01.

Article en En | MEDLINE | ID: mdl-30590511

Asunto(s)

Bioestadística/métodos; Microbiota; Modelos Estadísticos; Teorema de Bayes; Infecciones por VIH/microbiología; Humanos; Salud Bucal

Palabras clave

Bayesian variable selection; Markov chain Monte Carlo; Microbiome sequencing data; Multivariate analysis; Zero-inflated models

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Bioestadística / Modelos Estadísticos / Microbiota Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Biostatistics Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google