Instrument search in pseudo-likelihood approach for nonignorable nonresponse

DOI10.1007/s10463-020-00758-zzbMath1469.62203OpenAlexW3035406808MaRDI QIDQ2042524

Fang Fang, Jun Shao, Ji Chen

Publication date: 20 July 2021

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10463-020-00758-z

zbMATH Keywords

variable selectionpseudo-likelihoodnonignorable nonresponsenonresponse instrument

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Missing data (62D10)

Related Items (3)

Hot-spots detection in count data by Poisson assisted smooth sparse tensor decomposition ⋮ Accelerate the warm-up stage in the Lasso computation via a homotopic approach ⋮ Identification and estimation of generalized additive partial linear models with nonignorable missing response

Cites Work

• Unnamed Item
• Can one estimate the conditional distribution of post-model-selection estimators?
• Valid confidence intervals for post-model-selection predictors
• Analysis of multivariate missing data with nonignorable nonresponse
• Inference after variable selection in linear regression models
• Missing Covariates in Generalized Linear Models When the Missing Data Mechanism is Non-ignorable
• A conditional model for incomplete covariates in parametric regression models
• Estimation With Survey Data Under Nonignorable Nonresponse or Informative Sampling
• An instrumental variable approach for identification and estimation with nonignorable nonresponse
• Semiparametric Pseudo-Likelihoods in Generalized Linear Models With Nonignorable Missing Data
• Pseudo likelihood and dimension reduction for data with nonignorable nonresponse
• Maximum Likelihood Estimation of Misspecified Models

This page was built for publication: Instrument search in pseudo-likelihood approach for nonignorable nonresponse