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A Bayesian nonparametric approach to causal inference on quantiles |
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| Authors: | Dandan Xu Michael J. Daniels Almut G. Winterstein |
| Affiliation: | 1. Division of Biostatistics, Office of Surveillance and Biometrics, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Maryland 20993, U.S.A.;2. Department of Statistics, University of Florida, Florida 32601, U.S.A.;3. Department of Pharmaceutical Outcomes & Policy, Department of Epidemiology, University of Florida, Florida 32601, U.S.A. |
| Abstract: | |
| Keywords: | Bayesian additive regression trees (BART) Bayesian nonparametrics Comparative effectiveness research Dirichlet process mixture models Propensity scores Quantile causal effects |