# Bayesian Additive Regression Trees To avoid duplication, the main references that this package relies upon appear here only. For more information see Sparapani, Spanbauer and McCulloch . package ## References Sparapani R., Spanbauer C. and McCulloch R. (2021) Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package. **JSS**, 97 , 1-66. . Chipman H., George E. and McCulloch R. (1998) Bayesian CART Model Search. **JASA**, 93 , 935-948. . Chipman H., George E., and McCulloch R. (2010) Bayesian Additive Regression Trees. **Annals of Applied Statistics**, 4 , 266-298. . Sparapani R., Logan B., McCulloch R. and Laud P. (2016) Nonparametric Survival Analysis Using Bayesian Additive Regression Trees (BART). **Statistics in Medicine**, 35 , 2741-2753. . Sparapani R., Logan B., McCulloch R. and Laud P. (2020) Nonparametric Competing Risks Analysis Using Bayesian Additive Regression Trees (BART). **SMMR**, 29 , 57-77. . Sparapani R., Rein L., Tarima S., Jackson T. and Meurer J. (2020) Non-Parametric Recurrent Events Analysis with BART and an Application to the Hospital Admissions of Patients with Diabetes. **Biostatistics**, 21 , 69-85. . Gramacy R. and Polson N. (2012) Simulation-based regularized logistic regression. **Bayesian Analysis**, 7 , 567-590. . Albert J. and Chib S. (1993) Bayesian Analysis of Binary and Polychotomous Response Data. **JASA**, 88 , 669-679. . De Waal T., Pannekoek J. and Scholtus S. (2011) Handbook of statistical data editing and imputation. John Wiley & Sons, Hoboken, NJ. Friedman J. (1991) Multivariate adaptive regression splines. **Annals of Statistics**, 19 , 1-67. Friedman J. (2001) Greedy Function Approximation: A Gradient Boosting Machine. **Annals of Statistics**, 29 , 1189-1232. Holmes C. and Held L. (2006) Bayesian auxiliary variable models for binary and multinomial regression. **Bayesian Analysis**, 1 , 145-168. . Linero A. (2018) Bayesian regression trees for high dimensional prediction and variable selection. **JASA**, 113 , 626-636. .

BART-package