High-dimensional model-assisted inference for treatment effects with multi-valued treatments

Cites Work

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Model-assisted inference for treatment effects using regularized calibrated estimation with high-dimensional data
Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
Comment: Understanding OR, PS and DR
Robust inference on average treatment effects with possibly more covariates than observations
Statistics for high-dimensional data. Methods, theory and applications.
Oracle inequalities and optimal inference under group sparsity
The MM alternative to EM
Doubly robust semiparametric inference using regularized calibrated estimation with high-dimensional data
Efficient semiparametric estimation of multi-valued treatment effects under ignorability
Bounded, efficient and doubly robust estimation with inverse weighting
The central role of the propensity score in observational studies for causal effects
Inference and missing data
Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
Inverse Probability Tilting for Moment Condition Models with Missing Data
Inference on Treatment Effects after Selection among High-Dimensional Controls
Program Evaluation and Causal Inference With High-Dimensional Data
Double/debiased machine learning for treatment and structural parameters
Robust estimation of causal effects via a high-dimensional covariate balancing propensity score
Regularized calibrated estimation of propensity scores with model misspecification and high-dimensional data
Bias-Reduced Doubly Robust Estimation
Doubly robust inference with missing data in survey sampling
Model Selection and Estimation in Regression with Grouped Variables
Covariate Balancing Propensity Score
High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables

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