2021 mBART: Multidimensional Monotone BART Hugh A. Chipman, Edward I. George, Robert E. McCulloch, Thomas S. Shively Bayesian Anal. Advance Publication 1-30 (2021). DOI: 10.1214/21-BA1259 Stochastic tree ensembles for regularized nonlinear regression Jingyu He and P. Richard Hahn Journal of the American Statistical Association. Stochastic tree ensembles for estimating heterogeneous effects Nikolay Krantsevich, Jingyu He, and P. Richard Hahn. Bayesian decision theory for tree-based adaptive screening tests with an application to youth delinquency. Chelsea Krantsevich, P. Richard Hahn, Yi Zheng, and Charles Katz. Bayesian Survival Tree Ensembles with Submodel Shrinkage Antonio R. Linero, Piyali Basak, Yinpu Li, Debajyoti Sinha Bayesian Anal. Advance Publication 1-24 (2021). DOI: 10.1214/21-BA1285 Semiparametric analysis of clustered interval-censored survival data using soft Bayesian additive regression trees (SBART) Piyali Basak,Antonio Linero,Debajyoti Sinha,Stuart Lipsitz First published: 17 April 2021 https://doi.org/10.1111/biom.13478 2020 Bayesian Additive Regression Trees: A Review and Look Forward Jennifer Hill, Antonio Linero and Jared Murray Annual Review of Statistics and Its Application, Vol. 7:251-278 https://doi.org/10.1146/annurev-statistics-031219-041110 Heteroscedastic BART via Multiplicative Regression Trees M. T. Pratola,H. A. Chipman,E. I. George & R. E. McCulloch Journal of Computational and Graphical Statistics Volume 29, 2020 - Issue 2 - Pages 405-417 https://doi.org/10.1080/10618600.2019.1677243 Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects P. Richard Hahn, Jared Murray, and Carlos M. Carvalho. Bayesian Analysis. Semiparametric Mixed-Scale Models Using Shared Bayesian Forests Linero, A.R., Sinha, D., and Lipsitz, S.R. 2020 Biometrics, 76(1), 131-144 2019 Fully Nonparametric Bayesian Additive Regression Trees George, E., Laud, P., Logan, B., McCulloch, R. and Sparapani, R. (2019) Advances in Econometrics, Vol. 40B, pp. 89-110 https://doi.org/10.1108/S0731-90532019000040B006 Accelerated Bayesian additive regression trees Jingyu He, Saar Yalov, and P. Richard Hahn In the 22nd International Conference on Artificial Intelligence and Statistics, 1130-1138. Incorporating Grouping Information Into Bayesian Decision Tree Ensembles Du, J. and Linero, A.R. 2019 Proceedings of the 36th International Conference on Machine Learning (ICML) http://proceedings.mlr.press/v97/du19d.html Interaction Detection with Bayesian Decision Tree Ensembles Du, J. and Linero, A.R. 2019 In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) https://arxiv.org/abs/1809.08524 2018 Bayesian Regression Tree Ensembles that Adapt to Smoothness and Sparsity Linero, A.R. and Yang, Y. 2018 Journal of the Royal Statistical Society, Series B, 80(5), 1087-1110 Bayesian Regression Trees for High Dimensional Prediction and Variable Selection Linero, A.R. 2018 Journal of the American Statistical Association, 113(552), 626-636. 2017 A Review of Tree-Based Bayesian Methods. Linero, A.R. 2017 Communications for Statistical Applications and Methods, 24(6), 543-559