Selene Leon

Works (1)

Updated: July 5th, 2023 15:58

2003 journal article

Semiparametric estimation of treatment effect in a pretest-posttest study

BIOMETRICS, 59(4), 1046–1055.

By: S. Leon n, A. Tsiatis n & M. Davidian n 

author keywords: analysis of covariance; counterfactuals; influence function; inverse probability weighting; semiparametric model; t-test
MeSH headings : Antiviral Agents / therapeutic use; Biometry / methods; CD4 Lymphocyte Count; Clinical Trials as Topic; Computer Simulation; HIV Infections / drug therapy; Humans; Models, Statistical; Randomized Controlled Trials as Topic; Statistics, Nonparametric
TL;DR: This work exploits recent developments in the literature on missing data and causal inference to derive the class of all consistent treatment effect estimators, identify the most efficient such estimator, and outline strategies for implementation of estimators that may improve on popular methods. (via Semantic Scholar)
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Added: August 6, 2018

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