Robust covariance estimation for high-dimensional compositional data with application to microbial communities analysis.

He, Yong; Liu, Pengfei; Zhang, Xinsheng; Zhou, Wang

He, Yong; Liu, Pengfei; Zhang, Xinsheng; Zhou, Wang.

Afiliação

He Y; Zhongtai Securities Institute for Financial Studies, Shandong University, Jinan, Shandong, China.
Liu P; School of Mathematics and Statistics and Research Institute of Mathematical Sciences, Jiangsu Normal University, Xuzhou, Jiangsu, China.
Zhang X; School of Management, Fudan University, Shanghai, China.
Zhou W; Department of Statistics and Applied Probability, National University of Singapore, Singapore.

Stat Med ; 40(15): 3499-3515, 2021 07 10.

Article em En | MEDLINE | ID: mdl-33840134

Assuntos

Microbiota; Simulação por Computador; Sequenciamento de Nucleotídeos em Larga Escala; Humanos

Palavras-chave

adaptive thresholding; compositional data; median of means; microbiome; sparse covariance matrix

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Microbiota Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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