Testing the missing at random assumption in generalized linear models in the presence of instrumental variables

Cites Work

Unnamed Item
Doubly Robust Estimation in Missing Data and Causal Inference Models
Longitudinal data analysis using generalized linear models
Nonparametric estimation of regression functions with both categorical and continuous data
Regression modeling strategies. With applications to linear models, logistic regression, and survival analysis
Variable selection in nonparametric additive models
Pseudo maximum likelihood estimation: Theory and applications
On the performance of kernel estimators for high-dimensional, sparse binary data
Comparing nonparametric versus parametric regression fits
Nonparametric estimation of joint discrete-continuous probability densities with applications
Nonparametric estimation of distributions with categorical and continuous data
Recent progress in log-concave density estimation
Density estimation by wavelet thresholding
High-dimensional nonparametric density estimation via symmetry and shape constraints
Smoothing spline density estimation: Theory
Semiparametric theory and missing data.
On the asymptotic behaviour of the pseudolikelihood ratio test statistic with boundary problems
Semiparametric inverse propensity weighting for nonignorable missing data
An efficient empirical likelihood approach for estimating equations with missing data
A proportional likelihood ratio model
Fast and Stable Multivariate Kernel Density Estimation by Fast Sum Updating
On nonparametric multivariate binary discrimination
Inference and missing data
Multivariate binary discrimination by the kernel method
Sample Selection Bias as a Specification Error
Specification Tests in Econometrics
A test of missing completely at random for generalised estimating equations with missing data
The Asymptotic Variance of Semiparametric Estimators
Semiparametric Estimation with Data Missing Not at Random Using an Instrumental Variable
Identification and Inference With Nonignorable Missing Covariate Data
A unified empirical likelihood approach for testing MCAR and subsequent estimation
Statistical Analysis with Missing Data, Third Edition
Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
Semiparametric maximum likelihood estimation with data missing not at random
Moment-type estimators for the proportional likelihood ratio model with longitudinal data
An instrumental variable approach for identification and estimation with nonignorable nonresponse
Using Calibration Weighting to Adjust for Nonignorable Unit Nonresponse
A Semiparametric Estimation of Mean Functionals With Nonignorable Missing Data
Semiparametric Pseudo-Likelihoods in Generalized Linear Models With Nonignorable Missing Data
On varieties of doubly robust estimators under missingness not at random with a shadow variable
Optimal pseudolikelihood estimation in the analysis of multivariate missing data with nonignorable nonresponse
A Versatile Estimation Procedure Without Estimating the Nonignorable Missingness Mechanism

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