Sufficient dimension reduction and instrument search for data with nonignorable nonresponse

DOI10.3150/20-BEJ1260zbMath1469.62384OpenAlexW3154339481MaRDI QIDQ2040043

Jun Shao, Lei Wang, Pu-Ying Zhao

Publication date: 9 July 2021

Published in: Bernoulli (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3150/20-bej1260

zbMATH Keywords

estimationidentifiabilitynonparametric kernel regressioninstrumentAIDS Clinical Trials Groupcovariate dimension reductionsemiparametric propensity

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Monte Carlo methods (65C05) Missing data (62D10)

Related Items (6)

Smoothed partially linear quantile regression with nonignorable missing response ⋮ Dimension-reduced empirical likelihood estimation and inference for M-estimators with nonignorable nonresponse ⋮ Statistical inference with semiparametric nonignorable nonresponse models ⋮ Likelihood identifiability and parameter estimation with nonignorable missing data ⋮ Identification and estimation of generalized additive partial linear models with nonignorable missing response ⋮ Surrogate space based dimension reduction for nonignorable nonresponse

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• Comment

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