Nonparametric inverse‐probability‐weighted estimators based on the highly adaptive lasso-Reference-Cited by-同舟云学术

Nonparametric inverse‐probability‐weighted estimators based on the highly adaptive lasso

Published:2022-07-27 Issue: Volume: Page:
ISSN:0006-341X
Container-title:Biometrics
language:en
Short-container-title:Biometrics

Author:

Ertefaie Ashkan¹^ORCID,Hejazi Nima S.²^ORCID,van der Laan Mark J.³

Affiliation:

1. Department of Biostatistics and Computational Biology University of Rochester Rochester New York USA

2. Division of Biostatistics, Department of Population Health Sciences Weill Cornell Medicine

3. Division of Biostatistics, School of Public Health and Department of Statistics University of California Berkeley California USA

Funder

National Institute on Alcohol Abuse and Alcoholism

National Institute of Neurological Disorders and Stroke

National Institute on Drug Abuse

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.13719

Reference37 articles.

1. Using the standardized difference to compare the prevalence of a binary variable between two groups in observational research;Austin P.C.;Communications in Statistics – Simulation and Computation,2009

2. Doubly robust estimation in missing data and causal inference models;Bang H.;Biometrics,2005

3. Doubly robust nonparametric inference on the average treatment effect;Benkeser D.;Biometrika,2017

4. The Highly Adaptive Lasso Estimator

5. Bibaut A.F.&van derLaan M.J.(2019)Fast rates for empirical risk minimization over càdlàg functions with bounded sectional variation norm.arXiv preprint arXiv:1907.09244.

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