Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles

Author:

Li Yinpu1,Linero Antonio R.2,Murray Jared2

Affiliation:

1. Florida State University, Tallahassee, FL

2. University of Texas at Austin, Austin, TX

Funder

nsf

National Science Foundation.

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference46 articles.

1. Adler, R. J., Taylor, J. E., and Worsley, K. J. (2015), “Applications of Random Fields and Geometry: Foundations and Case Studies,” Preprint. Available at https://web.stanford.edu/class/stats317/hrf.pdf.

2. Bayesian Analysis of Binary and Polychotomous Response Data

3. Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure

4. A Bayesian Nonparametric Regression Model With Normalized Weights: A Study of Hippocampal Atrophy in Alzheimer’s Disease

5. The Skew-Normal and Related Families

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