| A tutorial on propensity score estimation for multiple treatments using generalized boosted models DF McCaffrey, BA Griffin, D Almirall, ME Slaughter, R Ramchand, ... Statistics in medicine 32 (19), 3388-3414, 2013 | 1123 | 2013 |
| Toolkit for weighting and analysis of nonequivalent groups: a tutorial for the R TWANG package G Ridgeway, DF McCaffrey, AR Morral, M Cefalu, LF Burgette, JD Pane, ... Rand, 2022 | 451* | 2022 |
| Multiple imputation for missing data via sequential regression trees LF Burgette, JP Reiter American journal of epidemiology 172 (9), 1070-1076, 2010 | 334 | 2010 |
| Effect of teledermatology on access to dermatology care among Medicaid enrollees L Uscher-Pines, R Malsberger, L Burgette, A Mulcahy, A Mehrotra JAMA dermatology 152 (8), 905-912, 2016 | 83 | 2016 |
| Toolkit for weighting and analysis of nonequivalent groups (TWANG) website BA Griffin, G Ridgeway, AR Morral, LF Burgette, C Martin, D Almirall, ... Santa Monica, CA: RAND Corporation, 2014 | 65 | 2014 |
| The right tool for the job: Choosing between covariate balancing and generalized boosted model propensity scores CM Setodji, DF McCaffrey, LF Burgette, D Almirall, BA Griffin Epidemiology (Cambridge, Mass.) 28 (6), 802, 2017 | 52 | 2017 |
| The trace restriction: An alternative identification strategy for the Bayesian multinomial probit model LF Burgette, EV Nordheim Journal of Business & Economic Statistics 30 (3), 404-410, 2012 | 50 | 2012 |
| twang: Toolkit for Weighting and Analysis of Nonequivalent Groups. R package version 1.4-0 G Ridgeway, D McCaffrey, A Morral, BA Griffin, L Burgette | 47 | 2014 |
| Propensity scores for multiple treatments: A tutorial for the mnps function in the twang package L Burgette, BA Griffin, D McCaffrey R package. Rand Corporation, 2017 | 46 | 2017 |
| Appropriateness of advanced diagnostic imaging ordering before and after implementation of clinical decision support systems PS Hussey, JW Timbie, LF Burgette, NS Wenger, DJ Nyweide, KL Kahn Jama 313 (21), 2181-2182, 2015 | 45 | 2015 |
| Exploratory quantile regression with many covariates: an application to adverse birth outcomes LF Burgette, JP Reiter, ML Miranda Epidemiology, 859-866, 2011 | 43 | 2011 |
| Development of a model for the validation of work relative value units for the Medicare physician fee schedule BO Wynn, LF Burgette, AW Mulcahy, EN Okeke, I Brantley, N Iyer, T Ruder, ... Rand health quarterly 5 (1), 2015 | 40 | 2015 |
| Propensity scores for multiple treatments: A tutorial for the mnps function in the twang package L Burgette, BA Griffin, D McCaffrey R package. Rand Corporation, 2021 | 34 | 2021 |
| Chasing balance and other recommendations for improving nonparametric propensity score models BA Griffin, DF McCaffrey, D Almirall, LF Burgette, CM Setodji Journal of causal inference 5 (2), 2017 | 29 | 2017 |
| Working smarter on cold cases: Identifying factors associated with successful cold case investigations RC Davis, CJ Jensen III, L Burgette, K Burnett Journal of forensic sciences 59 (2), 375-382, 2014 | 29 | 2014 |
| How community and public health partnerships contribute to disaster recovery and resilience JD Acosta, L Burgette, A Chandra, DP Eisenman, I Gonzalez, D Varda, ... Disaster medicine and public health preparedness 12 (5), 635-643, 2018 | 28 | 2018 |
| Estimating the causal effects of cumulative treatment episodes for adolescents using marginal structural models and inverse probability of treatment weighting BA Griffin, R Ramchand, D Almirall, ME Slaughter, LF Burgette, ... Drug and alcohol dependence 136, 69-78, 2014 | 28 | 2014 |
| Optimizing variance-bias trade-off in the TWANG package for estimation of propensity scores L Parast, DF McCaffrey, LF Burgette, FH de la Guardia, D Golinelli, ... Health Services and Outcomes Research Methodology 17, 175-197, 2017 | 27 | 2017 |
| A Bayesian growth mixture model to examine maternal hypertension and birth outcomes B Neelon, GK Swamy, LF Burgette, ML Miranda Statistics in medicine 30 (22), 2721-2735, 2011 | 27 | 2011 |
| Estimating surgical procedure times using anesthesia billing data and operating room records LF Burgette, AW Mulcahy, A Mehrotra, T Ruder, BO Wynn Health Services Research 52 (1), 74-92, 2017 | 24 | 2017 |
Beth Ann GriffinSenior Statistician, RAND CorporationVerified email at rand.org
