Elizabeth A Stuart

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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 MojtabaiTulane UniversityVerified email at tulane.edu
Kara E RudolphAssociate Professor, Columbia UniversityVerified email at cumc.columbia.edu
Catherine BradshawUniversity of VirginiaVerified email at virginia.edu
Kerry M GreenUniversity of Maryland School of Public HealthVerified email at umd.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. LeeProfessor of Epidemiology and Biostatistics, Drexel University School of Public HealthVerified email at drexel.edu
Rebecca LandaKennedy Krieger InstituteVerified email at kennedykrieger.org
Rachel M. WernerProfessor of Medicine, University of PennsylvaniaVerified email at upenn.edu
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 and Chair of Biostatistics, Mental Health (joint), and Health Policy and Management (joint

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	6230	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	5324	2007
MatchIt: nonparametric preprocessing for parametric causal inference EA Stuart, G King, K Imai, D Ho Journal of statistical software, 2011	4817	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	3804	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	3544	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 171 …, 2008	1258	2008
Improving propensity score weighting using machine learning BK Lee, J Lessler, EA Stuart Statistics in medicine 29 (3), 337-346, 2010	1060	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	923	2010
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	672	2013
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	671	2014
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 174 …, 2011	609	2011
Best practices in quasi-experimental designs EA Stuart, DB Rubin Best practices in quantitative methods, 155-176, 2008	607	2008
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	602	2014
Weight trimming and propensity score weighting BK Lee, J Lessler, EA Stuart PloS one 6 (3), e18174, 2011	596	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	578	2010
Multiple imputation: a flexible tool for handling missing data P Li, EA Stuart, DB Allison Jama 314 (18), 1966-1967, 2015	532	2015
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	468	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	424	2013
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	420	2004
The association between mental health, stress, and coping supports in mothers of children with autism spectrum disorders B Zablotsky, CP Bradshaw, EA Stuart Journal of autism and developmental disorders 43, 1380-1393, 2013	394	2013

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