Estimation in Longitudinal or Panel Data Models with Random‐Effect‐Based Missing Responses

DOI10.1111/j.1541-0420.2009.01195.xzbMath1180.62188OpenAlexW2019233724WikidataQ33443405 ScholiaQ33443405MaRDI QIDQ5850966

Jun Shao

Publication date: 21 January 2010

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1541-0420.2009.01195.x

zbMATH Keywords

summary statisticsgroupingnon-ignorable missingACM approachapproximate summary statisticsrandom-effects-based missing

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Medical applications (general) (92C50) Estimation in survival analysis and censored data (62N02)

Related Items (4)

Nonignorable item nonresponse in panel data ⋮ Skew-mixed effects model for multivariate longitudinal data with categorical outcomes and missingness ⋮ Estimation with multivariate outcomes having nonignorable item nonresponse ⋮ A skew-normal random effects model for longitudinal ordinal categorical responses with missing data

Cites Work

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• Modelling Progression of CD4-Lymphocyte Count and Its Relationship to Survival Time
• An Approximate Generalized Linear Model with Random Effects for Informative Missing Data
• Modeling the Drop-Out Mechanism in Repeated-Measures Studies

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