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Research article

First published 2004-8

Implementing Matching Estimators for Average Treatment Effects in Stata

Alberto Abadie, David Drukker, Jane Leber Herr [...]

The Stata Journal: Promoting communications on statistics and Stata

Open access

Research article

First published 2017-12

Estimating the effect of treatment on binary outcomes using full matching on the propensity score

Peter C Austin, Elizabeth A Stuart

Statistical Methods in Medical Research

Retricted access

Research article

First published 2020-3

Propensity score matching for treatment delay effects with observational survival data

Erinn M Hade, Giovanni Nattino, Heather A Frey [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2025

The Effectiveness of Germany’s Compulsory Forensic Addiction Treatment: A Quasi-Experimental Study of Recidivism Using Matched Groups

Norbert Schalast, Bastian Nau, Joscha Hausam [...]

International Journal of Offender Therapy and Comparative Criminology

Open access

Research article

First published 2017-8

The performance of inverse probability of treatment weighting and full matching on the propensity score in the presence of model misspecification when estimating the effect of treatment on survival outcomes

Peter C Austin, Elizabeth A Stuart

Statistical Methods in Medical Research

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Research article

First published 2020-4

Matching estimators for causal effects of multiple treatments

Anthony D Scotina, Francesca L Beaudoin, Roee Gutman

Statistical Methods in Medical Research

Open access

Research article

First published 2016-10

Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching

Noémi Kreif, Susan Gruber, Rosalba Radice [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2021-4

Bicyclol for the treatment of drug-induced liver injury: a propensity score matching analysis using a nationwide inpatient database

Yongfeng Wang, Rongtao Lai, Peilan Zong [...]

Journal of International Medical Research

Retricted access

Article commentary

First published 2014-4

Article Commentary: Progress in Addiction Treatment: From One-Size-Fits-All to Medications and Treatment Matching

George E. Woody

Substance Use & Addiction Journal

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Research article

First published 2024-5

A matching-based machine learning approach to estimating optimal dynamic treatment regimes with time-to-event outcomes

Xuechen Wang, Hyejung Lee, Benjamin Haaland [...]

Statistical Methods in Medical Research

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