Model‐Assisted Regression Estimators for Longitudinal Data with Nonignorable Dropout

DOI10.1111/insr.12288MaRDI QIDQ6090532

Lei Wang, Jun Shao, Unnamed Author

Publication date: 17 November 2023

Published in: International Statistical Review (Search for Journal in Brave)

zbMATH Keywords

efficiencygeneralised method of momentsidentifiabilitynonignorable missing datamodel-assisteddropout instrument

Mathematics Subject Classification ID

Statistics (62-XX) Parametric inference (62Fxx) Applications of statistics (62Pxx)

Related Items (10)

A propensity score adjustment method for longitudinal time series models under nonignorable nonresponse ⋮ Robust statistical inference for longitudinal data with nonignorable dropouts ⋮ Smoothed partially linear quantile regression with nonignorable missing response ⋮ Smoothed quantile regression with nonignorable dropouts ⋮ Regression estimation for longitudinal data with nonignorable intermittent nonresponse and dropout ⋮ Improved composite quantile regression and variable selection with nonignorable dropouts ⋮ Improved multiple quantile regression estimation with nonignorable dropouts ⋮ Improved empirical likelihood inference and variable selection for generalized linear models with longitudinal nonignorable dropouts ⋮ Generalized partial linear models with nonignorable dropouts ⋮ Improved kth power expectile regression with nonignorable dropouts

Cites Work

• Unnamed Item
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• Large Sample Properties of Generalized Method of Moments Estimators
• Estimation in longitudinal studies with nonignorable dropout
• Model assisted survey sampling
• Achieving semiparametric efficiency bound in longitudinal data analysis with dropouts
• Semiparametric inverse propensity weighting for nonignorable missing data
• Analysis of multivariate missing data with nonignorable nonresponse
• An efficient method of estimation for longitudinal surveys with monotone missing data
• Analysis of Longitudinal Data with Non-Ignorable Non-Monotone Missing Values
• Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
• Informative Drop-Out in Longitudinal Data Analysis
• An instrumental variable approach for identification and estimation with nonignorable nonresponse
• A Semiparametric Estimation of Mean Functionals With Nonignorable Missing Data

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