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Keyword Search Criteria: Propensity scores returned 15 record(s)
Sunday, 07/28/2019
Causal Mediation Analysis Using Gradient Boosting Machines: Developing Methods and Software
Brian G. Vegetabile, RAND Corporation; Donna L. Coffman, Temple University; Daniel F. McCaffrey, Educational Testing Service


Approaches to Bias Correction When Using Propensity Scores Estimated from Imperfect EHR-Derived Covariates
Joanna Harton, University of Pennsylvania; Nandita Mitra, University of Pennsylvania; Rebecca Hubbard, University of Pennsylvania
2:50 PM

Causal Mediation Analysis Using Gradient Boosting Machines: Developing Methods and Software
Brian G. Vegetabile, RAND Corporation; Donna L. Coffman, Temple University; Daniel F. McCaffrey, Educational Testing Service
3:30 PM

Monday, 07/29/2019
Propensity Score Analysis Using Machining Learning Techniques with Data Sets Involving Correlation of Covariates, Clustering, and Complex Outcome Functions and Propensity Scores
Li He, Clemson University; William C. Bridges Jr., Clemson University


Heterogeneous Treatment Effects with Subgroups via the Overlap Weights
Elizabeth Lorenzi


Multiple Treatment Assessment via Propensity Scores in Heavy Censoring Multivariate Settings: Application to Organ Transplantation
Jonathan Yu, Virginia Commonwealth University; Dipankar Bandyopadyay, Virginia Commonwealth University; Le Kang, Virginia Commonwealth University
10:35 AM

Heterogeneous Treatment Effects with Subgroups via the Overlap Weights
Elizabeth Lorenzi
11:35 AM

Tuesday, 07/30/2019
Optimal Subclassification via Propensity Scores Using Graphical Presentations
Eiji Nakatani, Shizuoka General Hospital; Sho Komukai, Osaka University Graduate School of Medicine; Takanobu Nomura, Kyoto University Graduate School of Medicine


On the Robustness of Doubly Robust Estimators in Causal Inference
Weicong Lyu, University of Wisconsin-Madison; Peter Steiner, University of Wisconsin
9:20 AM

Analytic Strategies of Using Propensity Scores in Clinical Data Augmentation
Junjing Lin, AbbVie; Margaret Gamalo-Siebers, Eli Lilly; Ram Tiwari, CDRH, FDA
9:35 AM

Treatment Effect Heterogeneity in MLB Bunting Strategies
Katherine Evans, Verily Life Sciences; Michael Lopez, NFL
11:25 AM

Building Blocks for Estimating Causal Effects of Athlete Behavior in Football and Hockey Using Player Tracking Data
Michael Lopez, Skidmore College
11:50 AM

Hybrid Estimates for Rare Populations: Probability Surveys Augmented with Targeted Nonprobability Samples
Jill A Dever, RTI International
2:30 PM

Wednesday, 07/31/2019
Estimating Generalized Propensity Scores with Survey and Nonresponse Weighted Data
Beth Ann Griffin, RAND Corporation; Michael Robbins, RAND Corporation; Brian G. Vegetabile, RAND Corporation; Daniel F. McCaffrey, Educational Testing Service
10:35 AM

Matching on Generalized Propensity Scores with Continuous Exposures
Xiao Wu, Harvard University; Fabrizia Mealli, University of Florence; Marianthi-Anna Kioumourtzoglou, Mailman School of Public Health, Columbia University; Francesca Dominici, Harvard T.H. Chan School of Public Health; Danielle Braun, Harvard University
11:15 AM