Estimation in longitudinal studies with nonignorable dropout

DOI10.4310/SII.2013.V6.N3.A1zbMath1327.62347OpenAlexW2333204084MaRDI QIDQ897201

Jiwei Zhao, Jun Shao

Publication date: 17 December 2015

Published in: Statistics and Its Interface (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.4310/sii.2013.v6.n3.a1

zbMATH Keywords

semiparametric modelasymptotic covariance matrixrepeated measurementspseudo likelihooddropout instrument

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (7)

Stability enhanced variable selection for a semiparametric model with flexible missingness mechanism and its application to the ChAMP study ⋮ Tuning Parameter Selection in the LASSO with Unspecified Propensity ⋮ Efficient estimation in a partially specified nonignorable propensity score model ⋮ Approximate conditional likelihood for generalized linear models with general missing data mechanism ⋮ Model‐Assisted Regression Estimators for Longitudinal Data with Nonignorable Dropout ⋮ A Versatile Estimation Procedure Without Estimating the Nonignorable Missingness Mechanism ⋮ Semiparametric inference for estimating equations with nonignorably missing covariates

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