A transformation approach in linear mixed-effects models with informative missing responses

DOI10.1093/biomet/asu069zbMath1345.62137OpenAlexW2102169192MaRDI QIDQ5247435

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Publication date: 24 April 2015

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1093/biomet/asu069

zbMATH Keywords

panel dataunbiasednessnonignorable missing datarandom effect dependent missingnessunspecified missing data mechanism

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Related Items (6)

Nonignorable item nonresponse in panel data ⋮ On relations between BLUPs under two transformed linear random-effects models ⋮ Estimation with multivariate outcomes having nonignorable item nonresponse ⋮ Transformation approaches of linear random-effects models ⋮ Inertia and rank approach in transformed linear mixed models for comparison of BLUPs ⋮ Robust variable selection in semiparametric mixed effects longitudinal data models

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