Linero, A.R., Basak, P., Li, Y., and Sinha, D.
Bayesian Survival Tree Ensembles with Submodel Shrinkage. Bayesian Analysis
Linero, A.R.
Simulation-Based Estimators of Analytically Intractable Causal Effects. Biometrics
Basak, P., Linero, A.R., Sinha, D., and Lipsitz, S.R.
Semiparametric Analysis of Clustered Interval-Censored Survival Data using Soft Bayesian Additive Regression Trees (SBART). Biometrics
Varbanov, R., Shamp, W., Chicken, E., Linero, A.R., and Yang, Y.
Computationally Efficient Bayesian Sequential Function Monitoring. Journal of Quality Technology
Hill, J., Linero, A.R., and Murray J.
Bayesian Additive Regression Trees: A Review and Look Forward. Annual Review of Statistics and Its Application, 7(1), 251-278
Linero, A.R., Sinha, D., and Lipsitz, S.R.
Semiparametric Mixed-Scale Models Using Shared Bayesian Forests. Biometrics, 76(1), 131-144
Du, J. and Linero, A.R.
Incorporating Grouping Information Into Bayesian Decision Tree Ensembles. Proceedings of the 36th International Conference on Machine Learning (ICML).
Du, J. and Linero, A.R.
Interaction Detection with Bayesian Decision Tree Ensembles. In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS).
Varbanov, R., Chicken, E., Linero, A.R., and Yang, Y.
A Bayesian Approach to Sequential Monitoring of Nonlinear Profiles Using Wavelets. Quality and Reliability Engineering International, 35(3), 761-775
Linero, A.R. and Yang, Y.
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., Bradley, J.R., and Desai, A.
Multi-rubric models for ordinal spatial data with application to online ratings from Yelp. Annals of Applied Statistics, 12(4), 2054-2074.
Linero, A.R., and Daniels, M.J.
Bayesian Approaches for Missing Not at Random Outcome Data: The Role of Identifying Restrictions. Statistical Science, 33(2), 198-213.
Linero, A.R.
Bayesian Regression Trees for High Dimensional Prediction and Variable Selection. Journal of the American Statistical Association, 113(552), 626-636.
Linero, A.R.
A Review of Tree-Based Bayesian Methods. Communications for Statistical Applications and Methods, 24(6), 543-559
Linero, A.R.
Bayesian Nonparametric Analysis of Longitudinal Studies in the Presence of Informative Missingness. Biometrika, 104(2), 327-341.
Varbanov, R., Chicken, E., and Linero, A.R.
Wavelet-based Bayesian Profile Monitoring. Proceedings of the 2017 and Industrial Systems and Engineering Research Conference.
Piekarewicz, J., Linero, A.R., Giuliani, P., and Chicken, E.
The power of two: Assessing the impact of a second measurement of the weak-charge form factor of 208Pb. Physical Reviews, C. 94(3), 034316.
Daniels, M.J. and Linero, A.R.
A general Bayesian nonparametric approach for missing outcome data. In Nonparametric Bayesian Inference in Biostatistics.
Linero, A.R. and Daniels, M.J.
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.
Linero, A.R. and Rosalsky, A.
On the Toeplitz lemma, convergence in probability, and mean convergence. Stochastic Analysis and Applications, 31(4), 684-694.
