Elizabeth A Stuart

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Citations	27949	19977
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Gary KingAlbert J Weatherhead III University Professor, Harvard UniversityVerified email at harvard.edu
Kosuke ImaiProfessor of Government and of Statistics, 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
Donald B RubinYCMS Tsinghua; Senior Research Fellow at Fox / Temple U, Emeritus at Harvard UVerified email at temple.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
Rachel M. WernerProfessor of Medicine, University of PennsylvaniaVerified email at upenn.edu
Brian K. LeeAssociate Professor of Epidemiology and Biostatistics, Drexel University School of Public Health, AVerified email at drexel.edu
Rebecca LandaKennedy Krieger InstituteVerified email at kennedykrieger.org
James C. Anthony (calling name = Jim)Professor of Epidemiology& Biostatistics, Michigan State UniversityVerified email at msu.edu
Daniel PolskyBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.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 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	3608	2007
Matching methods for causal inference: A review and a look forward EA Stuart Statistical science: a review journal of the Institute of Mathematical …, 2010	3383	2010
MatchIt: nonparametric preprocessing for parametric causal inference DE Ho, K Imai, G King, EA Stuart J Stat Softw 42 (8), 1-28, 2011	2085	2011
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	1439	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	1334	2015
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	879	2008
Improving propensity score weighting using machine learning BK Lee, J Lessler, EA Stuart Statistics in medicine 29 (3), 337-346, 2010	615	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	560	2010
Best practices in quasi-experimental designs EA Stuart, DB Rubin Best practices in quantitative methods, 155-176, 2008	416	2008
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	397	2014
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	355	2004
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	337	2011
The impact of diversification strategy on risk‐return performance Y Chang, H Thomas Strategic Management Journal 10 (3), 271-284, 1989	333	1989
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	329	2011
Weight trimming and propensity score weighting BK Lee, J Lessler, EA Stuart PloS one 6 (3), e18174, 2011	312	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	308	2010
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 (2), 127-156, 2009	297	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	285	2011
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	267	2013
Demographic forecasting F Girosi, G King Princeton University Press, 2008	258	2008

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