Matching methods for causal inference: A review and a look forward

Por Stuart, Elizabeth A.
Publicado em 2010

On the Use of Propensity Scores in Principal Causal Effect Estimation

Por Jo, Booil, Stuart, Elizabeth A.
Publicado em 2009

Matching methods for selection of subjects for follow-up

Por Stuart, Elizabeth A., Ialongo, Nicholas S.
Publicado em 2010

Assessing the sensitivity of methods for estimating principal causal effects

Por Stuart, Elizabeth A., Jo, Booil
Publicado em 2011

Generalizing Evidence From Randomized Clinical Trials to Target Populations: The ACTG 320 Trial

Por Cole, Stephen R., Stuart, Elizabeth A.
Publicado em 2010

On the joint use of propensity and prognostic scores in estimation of the Average Treatment Effect on the Treated: A simulation study

Por Leacy, Finbarr P., Stuart, Elizabeth A.
Publicado em 2013

Examining Moderation Analyses in Propensity Score Methods: Application to Depression and Substance Use

Por Green, Kerry M., Stuart, Elizabeth A.
Publicado em 2014

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

Por Austin, Peter C., Stuart, Elizabeth A.
Publicado no Stat Med (2015)

Optimal full matching for survival outcomes: a method that merits more widespread use

Por Austin, Peter C., Stuart, Elizabeth A.
Publicado no Stat Med (2015)

Using Potential Outcomes to Understand Causal Mediation Analysis: Comment on Maxwell, Cole, and Mitchell (2011)

Por Imai, Kosuke, Jo, Booil, Stuart, Elizabeth A.
Publicado em 2011

An Introduction to Sensitivity Analysis for Unobserved Confounding in Non-Experimental Prevention Research

Por Liu, Weiwei, Kuramoto, S. Janet, Stuart, Elizabeth A.
Publicado em 2013

Adolescent Cannabis Problems and Young Adult Depression: Male-Female Stratified Propensity Score Analyses

Por Harder, Valerie S., Stuart, Elizabeth A., Anthony, James C.
Publicado em 2008

Improving propensity score weighting using machine learning

Por Lee, Brian K., Lessler, Justin, Stuart, Elizabeth A.
Publicado em 2010

Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research

Por Harder, Valerie S., Stuart, Elizabeth A., Anthony, James C.
Publicado em 2010

Weight Trimming and Propensity Score Weighting

Por Lee, Brian K., Lessler, Justin, Stuart, Elizabeth A.
Publicado em 2011

ADDRESSING CONFOUNDING WHEN ESTIMATING THE EFFECTS OF LATENT CLASSES ON A DISTAL OUTCOME

Por Schuler, Megan S, Leoutsakos, Jeannie-Marie S, Stuart, Elizabeth A
Publicado no Health Serv Outcomes Res Methodol (2014)

Multiple Imputation: A Flexible Tool for Handling Missing Data

Por Li, Peng, Stuart, Elizabeth A., Allison, David B.
Publicado no JAMA (2015)

Bayesian Approach for Addressing Differential Covariate Measurement Error in Propensity Score Methods

Por Hong, Hwanhee, Rudolph, Kara E., Stuart, Elizabeth A.
Publicado no Psychometrika (2016)

Multiple Imputation With Large Data Sets: A Case Study of the Children's Mental Health Initiative

Por Stuart, Elizabeth A., Azur, Melissa, Frangakis, Constantine, Leaf, Philip
Publicado em 2009

Prognostic score–based balance measures for propensity score methods in comparative effectiveness research

Por Stuart, Elizabeth A., Lee, Brian K., Leacy, Finbarr P.
Publicado em 2013