Multivariate-<i>t</i> linear mixed models with censored responses, intermittent missing values and heavy tails.

Lin, Tsung-I; Wang, Wan-Lun

Multivariate-t linear mixed models with censored responses, intermittent missing values and heavy tails.

Lin, Tsung-I; Wang, Wan-Lun.

Affiliation

Lin TI; Institute of Statistics, National Chung Hsing University, Taichung, Taiwan.
Wang WL; Department of Public Health, China Medical University, Taichung, Taiwan.

Stat Methods Med Res ; 29(5): 1288-1304, 2020 05.

Article in En | MEDLINE | ID: mdl-31242813

Subject(s)

Acquired Immunodeficiency Syndrome; Humans; Likelihood Functions; Longitudinal Studies; Linear Models; Computer Simulation

Key words

Censored data; ECME algorithm; missing values; outliers; truncated multivariate-t distribution

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Full text: 1 Database: MEDLINE Main subject: Acquired Immunodeficiency Syndrome Type of study: Prognostic_studies Limits: Humans Language: En Year: 2020 Type: Article

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Full text: 1 Database: MEDLINE Main subject: Acquired Immunodeficiency Syndrome Type of study: Prognostic_studies Limits: Humans Language: En Year: 2020 Type: Article