Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods
Author:
Affiliation:
1. Division of Biostatistics, University of Miami, Coral Gables, FL
2. Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL
Funder
Patient Centered Outcomes Research
the National Institutes of Health
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,Discrete Mathematics and Combinatorics,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/10618600.2017.1356325
Reference28 articles.
1. Breiman, L. (1996), “Out-of-Bag Estimation,” Technical Report, University of California at Berkeley, CA.
2. BART: Bayesian additive regression trees
3. Risk estimation using probability machines
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