Linero, A.R. 2021

Simulation-Based Estimators of Analytically Intractable Causal Effects. Biometrics


Du, J. and Linero, A.R. 2019

Incorporating Grouping Information Into Bayesian Decision Tree Ensembles. Proceedings of the 36th International Conference on Machine Learning (ICML).


Du, J. and Linero, A.R. 2019

Interaction Detection with Bayesian Decision Tree Ensembles. In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS).

Simple functions

Linero, A.R. and Yang, Y. 2018

Bayesian Regression Tree Ensembles that Adapt to Smoothness and Sparsity. Journal of the Royal Statistical Society, Series B, 80(5), 1087-1110.


Linero, A.R. 2018

Bayesian Regression Trees for High Dimensional Prediction and Variable Selection. Journal of the American Statistical Association, 113(552), 626-636.


Linero, A.R. 2017

A Review of Tree-Based Bayesian Methods. Communications for Statistical Applications and Methods, 24(6), 543-559


Linero, A.R. and Daniels, M.J. 2015

A flexible Bayesian approach to mono- tone missing data in longitudinal studies with nonignorable missingness with application to an acute schizophrenia clinical trial. Journal of the American Statistical Association, 110(509), 45-55.