MODELING CELL POPULATIONS MEASURED BY FLOW CYTOMETRY WITH COVARIATES USING SPARSE MIXTURE OF REGRESSIONS.

Hyun, By Sangwon; Cape, Mattias Rolf; Ribalet, Francois; Bien, Jacob

Hyun, By Sangwon; Cape, Mattias Rolf; Ribalet, Francois; Bien, Jacob.

Afiliación

Hyun BS; Department of Data Sciences and Operations, University of Southern California.
Cape MR; School of Oceanography, University of Washington.
Ribalet F; School of Oceanography, University of Washington.
Bien J; Department of Data Sciences and Operations, University of Southern California.

Ann Appl Stat ; 17(1): 357-377, 2023 Mar.

Article en En | MEDLINE | ID: mdl-37485300

Palabras clave

Mixture of regressions; alternating direction method of multipliers; clustering; expectation-maximization; flow cytometry; gating; microbiome; ocean; phytoplankton; sparse regression

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: Ann Appl Stat Año: 2023 Tipo del documento: Article Pais de publicación: Estados Unidos

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