Estimating average treatment effects with a double‐index propensity score-Reference-Cited by-同舟云学术

Estimating average treatment effects with a double‐index propensity score

Published:2019-12-16 Issue:3 Volume:76 Page:767-777
ISSN:0006-341X
Container-title:Biometrics
language:en
Short-container-title:Biometrics

Author:

Cheng David¹^ORCID,Chakrabortty Abhishek²^ORCID,Ananthakrishnan Ashwin N.³,Cai Tianxi⁴

Affiliation:

1. VA Boston Healthcare System Boston Massachusetts

2. Department of Statistics Texas A&M University College Station Texas

3. Division of Gastroenterology Massachusetts General Hospital Boston Massachusetts

4. Department of Biostatistics Harvard T.H. Chan School of Public Health Boston Massachusetts

Funder

National Science Foundation

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/biom.13195

Reference26 articles.

1. Program Evaluation and Causal Inference With High-Dimensional Data

2. Inference on Treatment Effects after Selection among High-Dimensional Controls

3. Variable Selection for Propensity Score Models

4. Model averaged double robust estimation

5. Dealing with limited overlap in estimation of average treatment effects

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