Elizabeth A Stuart

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Kosuke ImaiProfessor of Government and of Statistics, Harvard UniversityVerified email at Harvard.Edu
Gary KingAlbert J Weatherhead III University Professor, Harvard UniversityVerified email at harvard.edu
Ramin MojtabaiJohns Hopkins UniversityVerified email at jhsph.edu
Kara E RudolphAssistant Professor, Columbia UniversityVerified email at cumc.columbia.edu
Kerry M GreenUniversity of Maryland School of Public HealthVerified email at umd.edu
Catherine BradshawUniversity of VirginiaVerified email at virginia.edu
Stephen R ColeProfessor of Epidemiology, UNC Chapel HillVerified email at unc.edu
Constantine FrangakisVerified email at jhsph.edu
G. Caleb AlexanderJohns Hopkins Center for Drug Safety and EffectivenessVerified email at jhsph.edu
Donald B RubinYCMS Tsinghua; Senior Research Fellow at Fox / Temple U, Emeritus at Harvard UVerified email at temple.edu
Brian K. LeeAssociate Professor of Epidemiology and Biostatistics, Drexel University School of Public Health, AVerified email at drexel.edu
Rachel M. WernerProfessor of Medicine, University of PennsylvaniaVerified email at upenn.edu
Rebecca LandaKennedy Krieger InstituteVerified email at kennedykrieger.org
Daniel PolskyBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
James C. Anthony (calling name = Jim)Professor of Epidemiology& Biostatistics, Michigan State UniversityVerified email at msu.edu

Elizabeth A Stuart

Professor of Mental Health, Biostatistics, and Health Policy and Management, Johns Hopkins Bloomberg

Verified email at jhsph.edu - Homepage

Statistics public health causal inference mental health


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Matching methods for causal inference: A review and a look forward EA Stuart Statistical science: a review journal of the Institute of Mathematical …, 2010	4838	2010
Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference DE Ho, K Imai, G King, EA Stuart Political analysis 15 (3), 199-236, 2007	4531	2007
MatchIt: nonparametric preprocessing for parametric causal inference D Ho, K Imai, G King, EA Stuart Journal of statistical software 42, 1-28, 2011	3363	2011
Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies PC Austin, EA Stuart Statistics in medicine 34 (28), 3661-3679, 2015	2641	2015
Multiple imputation by chained equations: what is it and how does it work? MJ Azur, EA Stuart, C Frangakis, PJ Leaf International journal of methods in psychiatric research 20 (1), 40-49, 2011	2407	2011
Misunderstandings between experimentalists and observationalists about causal inference K Imai, G King, EA Stuart Journal of the royal statistical society: series A (statistics in society …, 2008	1092	2008
Improving propensity score weighting using machine learning BK Lee, J Lessler, EA Stuart Statistics in medicine 29 (3), 337-346, 2010	831	2010
Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research. VS Harder, EA Stuart, JC Anthony Psychological methods 15 (3), 234, 2010	756	2010
Generalizing observational study results: applying propensity score methods to complex surveys EH DuGoff, M Schuler, EA Stuart Health services research 49 (1), 284-303, 2014	552	2014
Best practices in quasi-experimental designs EA Stuart, DB Rubin Best practices in quantitative methods, 155-176, 2008	529	2008
The use of propensity scores to assess the generalizability of results from randomized trials EA Stuart, SR Cole, CP Bradshaw, PJ Leaf Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2011	478	2011
Weight trimming and propensity score weighting BK Lee, J Lessler, EA Stuart PloS one 6 (3), e18174, 2011	453	2011
Generalizing evidence from randomized clinical trials to target populations: the ACTG 320 trial SR Cole, EA Stuart American journal of epidemiology 172 (1), 107-115, 2010	449	2010
Using propensity scores in difference-in-differences models to estimate the effects of a policy change EA Stuart, HA Huskamp, K Duckworth, J Simmons, Z Song, ME Chernew, ... Health Services and Outcomes Research Methodology 14, 166-182, 2014	441	2014
Prognostic score–based balance measures can be a useful diagnostic for propensity score methods in comparative effectiveness research EA Stuart, BK Lee, FP Leacy Journal of clinical epidemiology 66 (8), S84-S90. e1, 2013	411	2013
Intervention targeting development of socially synchronous engagement in toddlers with autism spectrum disorder: A randomized controlled trial RJ Landa, KC Holman, AH O’Neill, EA Stuart Journal of Child Psychology and Psychiatry 52 (1), 13-21, 2011	410	2011
A potential outcomes view of value-added assessment in education DB Rubin, EA Stuart, EL Zanutto Journal of educational and behavioral statistics 29 (1), 103-116, 2004	390	2004
Developmental trajectories in children with and without autism spectrum disorders: the first 3 years RJ Landa, AL Gross, EA Stuart, A Faherty Child development 84 (2), 429-442, 2013	344	2013
Community violence and youth: Affect, behavior, substance use, and academics M Cooley-Strickland, TJ Quille, RS Griffin, EA Stuart, CP Bradshaw, ... Clinical child and family psychology review 12, 127-156, 2009	337	2009
The effect of pay-for-performance in hospitals: lessons for quality improvement RM Werner, JT Kolstad, EA Stuart, D Polsky Health affairs 30 (4), 690-698, 2011	315	2011

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