JOURNAL ARTICLE

Regression Estimation for Longitudinal Data with Nonignorable Intermittent Nonresponse and Dropout

Weiping ZhangDazhi ZhaoYu Chen

Year: 2021 Journal:   Communications in Mathematics and Statistics Vol: 10 (3)Pages: 383-411   Publisher: Springer Science+Business Media
Keywords:
Inverse probability weighting Covariate Propensity score matching Estimator Statistics Inverse probability Econometrics Dropout (neural networks) Weighting Identifiability Marginal structural model Mathematics Parametric statistics Regression Missing data Computer science Confounding Posterior probability Machine learning Bayesian probability

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
27
Refs
0.05
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Statistical Methods and Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Methods and Bayesian Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Advanced Causal Inference Techniques
Physical Sciences →  Mathematics →  Statistics and Probability

Related Documents

JOURNAL ARTICLE

Model‐Assisted Regression Estimators for Longitudinal Data with Nonignorable Dropout

Lei WangCuicui QiJun Shao

Journal:   International Statistical Review Year: 2018 Vol: 87 (S1)
JOURNAL ARTICLE

Estimation in longitudinal studies with nonignorable dropout

Jun ShaoJiwei Zhao

Journal:   Statistics and Its Interface Year: 2013 Vol: 6 (3)Pages: 303-313
JOURNAL ARTICLE

Semiparametric optimal estimation with nonignorable nonresponse data

Kosuke MorikawaJae Kwang Kim

Journal:   The Annals of Statistics Year: 2021 Vol: 49 (5)
JOURNAL ARTICLE

Adaptive empirical likelihood estimation with nonignorable nonresponse data

Tianqing LiuXiaohui Yuan

Journal:   Statistics Year: 2019 Vol: 54 (1)Pages: 1-22
JOURNAL ARTICLE

ESTIMATION PROCEDURES FOR CATEGORICAL SURVEY DATA WITH NONIGNORABLE NONRESPONSE

Anthony Y. C. KukTak K. MakW. K. Li

Journal:   Communication in Statistics- Theory and Methods Year: 2001 Vol: 30 (4)Pages: 643-663
© 2026 ScienceGate Book Chapters — All rights reserved.