| Year |
Citation |
Score |
| 2020 |
Dong N, Stuart EA, Lenis D, Quynh Nguyen T. Using Propensity Score Analysis of Survey Data to Estimate Population Average Treatment Effects: A Case Study Comparing Different Methods. Evaluation Review. 44: 84-108. PMID 32672113 DOI: 10.1177/0193841X20938497 |
0.333 |
|
| 2020 |
Dahabreh IJ, Robertson SE, Steingrimsson JA, Stuart EA, Hernán MA. Extending inferences from a randomized trial to a new target population. Statistics in Medicine. PMID 32253789 DOI: 10.1002/Sim.8426 |
0.303 |
|
| 2020 |
Amoah J, Stuart EA, Cosgrove SE, Harris AD, Han JH, Lautenbach E, Tamma PD. Comparing Propensity Score Methods versus Traditional Regression Analysis for the Evaluation of Observational Data: A Case Study Evaluating the Treatment of Gram-Negative Bloodstream Infections. Clinical Infectious Diseases : An Official Publication of the Infectious Diseases Society of America. PMID 32069360 DOI: 10.1093/Cid/Ciaa169 |
0.311 |
|
| 2020 |
Schmid I, Rudolph KE, Nguyen TQ, Hong H, Seamans MJ, Ackerman B, Stuart EA. Comparing the performance of statistical methods that generalize effect estimates from randomized controlled trials to much larger target populations Communications in Statistics - Simulation and Computation. 1-23. DOI: 10.1080/03610918.2020.1741621 |
0.305 |
|
| 2018 |
Rudolph KE, Goin DE, Paksarian D, Crowder R, Merikangas KR, Stuart EA. Causal Mediation Analysis With Observational Data: Considerations and Illustration Examining Mechanisms Linking Neighborhood Poverty to Adolescent Substance Use. American Journal of Epidemiology. PMID 30561500 DOI: 10.1093/Aje/Kwy248 |
0.326 |
|
| 2018 |
Dahabreh IJ, Robertson SE, Tchetgen EJT, Stuart EA, Hernán MA. Generalizing causal inferences from individuals in randomized trials to all trial-eligible individuals. Biometrics. PMID 30488513 DOI: 10.1111/Biom.13009 |
0.302 |
|
| 2018 |
Ackerman B, Schmid I, Rudolph KE, Seamans MJ, Susukida R, Mojtabai R, Stuart EA. Implementing statistical methods for generalizing randomized trial findings to a target population. Addictive Behaviors. PMID 30415786 DOI: 10.1016/J.Addbeh.2018.10.033 |
0.31 |
|
| 2018 |
Stuart EA, Ackerman B, Westreich D. Generalizability of randomized trial results to target populations: Design and analysis possibilities. Research On Social Work Practice. 28: 532-537. PMID 30034203 DOI: 10.1177/1049731517720730 |
0.311 |
|
| 2018 |
Lenis D, Ackerman B, Stuart EA. Measuring Model Misspecification: Application to Propensity Score Methods with Complex Survey Data. Computational Statistics & Data Analysis. 128: 48-57. PMID 29988991 DOI: 10.1016/J.Csda.2018.05.003 |
0.314 |
|
| 2018 |
Mitchell S, Gelman A, Ross R, Chen J, Bari S, Huynh UK, Harris MW, Sachs SE, Stuart EA, Feller A, Makela S, Zaslavsky AM, McClellan L, Ohemeng-Dapaah S, Namakula P, et al. The Millennium Villages Project: a retrospective, observational, endline evaluation. The Lancet. Global Health. 6: e500-e513. PMID 29653625 DOI: 10.1016/S2214-109X(18)30065-2 |
0.426 |
|
| 2017 |
Lenis D, Nguyen TQ, Dong N, Stuart EA. It's all about balance: propensity score matching in the context of complex survey data. Biostatistics (Oxford, England). PMID 29293896 DOI: 10.1093/Biostatistics/Kxx063 |
0.323 |
|
| 2017 |
Westreich D, Edwards JK, Lesko CR, Stuart E, Cole SR. Transportability of trial results using inverse odds of sampling weights. American Journal of Epidemiology. PMID 28535275 DOI: 10.1093/Aje/Kwx164 |
0.303 |
|
| 2017 |
Franklin JM, Eddings W, Austin PC, Stuart EA, Schneeweiss S. Comparing the performance of propensity score methods in healthcare database studies with rare outcomes. Statistics in Medicine. PMID 28208229 DOI: 10.1002/Sim.7250 |
0.35 |
|
| 2016 |
Kern HL, Stuart EA, Hill J, Green DP. Assessing methods for generalizing experimental impact estimates to target populations. Journal of Research On Educational Effectiveness. 9: 103-127. PMID 27668031 DOI: 10.1080/19345747.2015.1060282 |
0.331 |
|
| 2016 |
Stuart EA, Rhodes A. Generalizing Treatment Effect Estimates From Sample to Population: A Case Study in the Difficulties of Finding Sufficient Data. Evaluation Review. PMID 27491758 DOI: 10.1177/0193841X16660663 |
0.311 |
|
| 2016 |
Rudolph KE, Colson KE, Stuart EA, Ahern J. Optimally combining propensity score subclasses. Statistics in Medicine. PMID 27426623 DOI: 10.1002/Sim.7046 |
0.342 |
|
| 2016 |
Nguyen TQ, Webb-Vargas Y, Koning IM, Stuart EA. Causal mediation analysis with a binary outcome and multiple continuous or ordinal mediators: Simulations and application to an alcohol intervention. Structural Equation Modeling : a Multidisciplinary Journal. 23: 368-383. PMID 27158217 DOI: 10.1080/10705511.2015.1062730 |
0.308 |
|
| 2016 |
Colson KE, Rudolph KE, Zimmerman SC, Goin DE, Stuart EA, Laan Mv, Ahern J. Optimizing matching and analysis combinations for estimating causal effects. Scientific Reports. 6: 23222. PMID 26980444 DOI: 10.1038/Srep23222 |
0.3 |
|
| 2016 |
Susukida R, Crum RM, Stuart EA, Ebnesajjad C, Mojtabai R. Assessing Sample Representativeness in Randomized Control Trials: Application to the National Institute of Drug Abuse Clinical Trials Network. Addiction (Abingdon, England). PMID 26825855 DOI: 10.1111/Add.13327 |
0.31 |
|
| 2015 |
Austin PC, Stuart EA. Estimating the effect of treatment on binary outcomes using full matching on the propensity score. Statistical Methods in Medical Research. PMID 26329750 DOI: 10.1177/0962280215601134 |
0.335 |
|
| 2015 |
Austin PC, Stuart EA. Optimal full matching for survival outcomes: a method that merits more widespread use. Statistics in Medicine. 34: 3949-67. PMID 26250611 DOI: 10.1002/Sim.6602 |
0.31 |
|
| 2015 |
Austin PC, Stuart EA. Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies. Statistics in Medicine. 34: 3661-79. PMID 26238958 DOI: 10.1002/Sim.6607 |
0.317 |
|
| 2015 |
Austin PC, Stuart EA. 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. Statistical Methods in Medical Research. PMID 25934643 DOI: 10.1177/0962280215584401 |
0.329 |
|
| 2015 |
Stuart EA, Bradshaw CP, Leaf PJ. Assessing the generalizability of randomized trial results to target populations. Prevention Science : the Official Journal of the Society For Prevention Research. 16: 475-85. PMID 25307417 DOI: 10.1007/S11121-014-0513-Z |
0.314 |
|
| 2015 |
Stuart EA, Jo B. Assessing the sensitivity of methods for estimating principal causal effects. Statistical Methods in Medical Research. 24: 657-74. PMID 21971481 DOI: 10.1177/0962280211421840 |
0.325 |
|
| 2014 |
Schuler MS, Leoutsakos JS, Stuart EA. ADDRESSING CONFOUNDING WHEN ESTIMATING THE EFFECTS OF LATENT CLASSES ON A DISTAL OUTCOME. Health Services & Outcomes Research Methodology. 14: 232-254. PMID 25530706 DOI: 10.1007/S10742-014-0122-0 |
0.32 |
|
| 2014 |
Stuart EA, Huskamp HA, Duckworth K, Simmons J, Song Z, Chernew M, Barry CL. Using propensity scores in difference-in-differences models to estimate the effects of a policy change. Health Services & Outcomes Research Methodology. 14: 166-182. PMID 25530705 DOI: 10.1007/S10742-014-0123-Z |
0.331 |
|
| 2014 |
Rudolph KE, DÃaz I, Rosenblum M, Stuart EA. Estimating population treatment effects from a survey subsample. American Journal of Epidemiology. 180: 737-48. PMID 25190679 DOI: 10.1093/Aje/Kwu197 |
0.318 |
|
| 2014 |
Leacy FP, Stuart EA. On the joint use of propensity and prognostic scores in estimation of the average treatment effect on the treated: a simulation study. Statistics in Medicine. 33: 3488-508. PMID 24151187 DOI: 10.1002/Sim.6030 |
0.318 |
|
| 2014 |
Imai K, King G, Stuart EA. Misunderstandings between experimentalists and observationalists about causal inference Field Experiments and Their Critics: Essays On the Uses and Abuses of Experimentation in the Social Sciences. 196-227. DOI: 10.1111/J.1467-985X.2007.00527.X |
0.306 |
|
| 2013 |
Stuart EA, Lee BK, Leacy FP. Prognostic score-based balance measures can be a useful diagnostic for propensity score methods in comparative effectiveness research. Journal of Clinical Epidemiology. 66: S84-S90.e1. PMID 23849158 DOI: 10.1016/J.Jclinepi.2013.01.013 |
0.499 |
|
| 2013 |
Liu W, Kuramoto SJ, Stuart EA. An introduction to sensitivity analysis for unobserved confounding in nonexperimental prevention research. Prevention Science : the Official Journal of the Society For Prevention Research. 14: 570-80. PMID 23408282 DOI: 10.1007/S11121-012-0339-5 |
0.314 |
|
| 2012 |
Marcus SM, Stuart EA, Wang P, Shadish WR, Steiner PM. Estimating the causal effect of randomization versus treatment preference in a doubly randomized preference trial. Psychological Methods. 17: 244-54. PMID 22563844 DOI: 10.1037/A0028031 |
0.304 |
|
| 2011 |
Jo B, Stuart EA, Mackinnon DP, Vinokur AD. The Use of Propensity Scores in Mediation Analysis. Multivariate Behavioral Research. 46: 425-452. PMID 22399826 DOI: 10.1080/00273171.2011.576624 |
0.329 |
|
| 2011 |
Lee BK, Lessler J, Stuart EA. Weight trimming and propensity score weighting. Plos One. 6: e18174. PMID 21483818 DOI: 10.1371/Journal.Pone.0018174 |
0.469 |
|
| 2010 |
Stuart EA, Ialongo NS. Matching methods for selection of subjects for follow-up. Multivariate Behavioral Research. 45: 746-765. PMID 21221424 DOI: 10.1080/00273171.2010.503544 |
0.338 |
|
| 2010 |
Stuart EA. Matching methods for causal inference: A review and a look forward. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 25: 1-21. PMID 20871802 DOI: 10.1214/09-Sts313 |
0.306 |
|
| 2010 |
Cole SR, Stuart EA. Generalizing evidence from randomized clinical trials to target populations: The ACTG 320 trial. American Journal of Epidemiology. 172: 107-15. PMID 20547574 DOI: 10.1093/Aje/Kwq084 |
0.302 |
|
| 2010 |
Lee BK, Lessler J, Stuart EA. Improving propensity score weighting using machine learning. Statistics in Medicine. 29: 337-46. PMID 19960510 DOI: 10.1002/Sim.3782 |
0.497 |
|
| 2009 |
Stuart EA, Marcus SM, Horvitz-Lennon MV, Gibbons RD, Normand SL. Using Non-experimental Data to Estimate Treatment Effects. Psychiatric Annals. 39: 41451. PMID 20563313 DOI: 10.3928/00485713-20090625-07 |
0.326 |
|
| 2009 |
Jo B, Stuart EA. On the use of propensity scores in principal causal effect estimation. Statistics in Medicine. 28: 2857-75. PMID 19610131 DOI: 10.1002/Sim.3669 |
0.328 |
|
| 2009 |
Stuart EA, Azur M, Frangakis C, Leaf P. Multiple imputation with large data sets: a case study of the Children's Mental Health Initiative. American Journal of Epidemiology. 169: 1133-9. PMID 19318618 DOI: 10.1093/Aje/Kwp026 |
0.308 |
|
| 2008 |
Marcus SM, Siddique J, Have TR, Gibbons RD, Stuart E, Normand SL. Balancing Treatment Comparisons in Longitudinal Studies. Psychiatric Annals. 38: 805-811. PMID 19668351 DOI: 10.3928/00485713-20081201-05 |
0.326 |
|
| 2008 |
Stuart EA, Perry DF, Le HN, Ialongo NS. Estimating intervention effects of prevention programs: accounting for noncompliance. Prevention Science : the Official Journal of the Society For Prevention Research. 9: 288-98. PMID 18843535 DOI: 10.1007/S11121-008-0104-Y |
0.339 |
|
| 2008 |
Stuart EA, Green KM. Using full matching to estimate causal effects in nonexperimental studies: examining the relationship between adolescent marijuana use and adult outcomes. Developmental Psychology. 44: 395-406. PMID 18331131 DOI: 10.1037/0012-1649.44.2.395 |
0.308 |
|
| 2008 |
Stuart EA, Rubin DB. Matching with multiple control groups with adjustment for group differences Journal of Educational and Behavioral Statistics. 33: 279-306. DOI: 10.3102/1076998607306078 |
0.479 |
|
| 2007 |
Stuart EA. Estimating Causal Effects Using School-Level Data Sets Educational Researcher. 36: 187-198. DOI: 10.3102/0013189X07303396 |
0.309 |
|
| 2007 |
Ho DE, Imai K, King G, Stuart EA. Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference Political Analysis. 15: 199-236. DOI: 10.1093/Pan/Mpl013 |
0.306 |
|
| 2006 |
Rubin DB, Stuart EA. Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions Annals of Statistics. 34: 1814-1826. DOI: 10.1214/009053606000000407 |
0.477 |
|
| 2004 |
Rubin DB, Stuart EA, Zanutto EL. A Potential Outcomes View of Value-Added Assessment in Education Journal of Educational and Behavioral Statistics. 29: 103-116. DOI: 10.3102/10769986029001103 |
0.466 |
|
| 2001 |
Stuart EA, Cole SR, Bradshaw CP, Leaf PJ. The use of propensity scores to assess the generalizability of results from randomized trials. Journal of the Royal Statistical Society. Series a, (Statistics in Society). 174: 369-386. PMID 24926156 DOI: 10.1111/J.1467-985X.2010.00673.X |
0.327 |
|
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