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stat.AP2020
Semiparametric analysis of clustered interval-censored survival data using Soft Bayesian Additive Regression Trees (SBART)
Piyali Basak, Antonio R. Linero, Debajyoti SInha +1
Popular parametric and semiparametric hazards regression models for clustered survival data are inappropriate and inadequate when the unknown effects of different covariates and cl…
stat.ME2020
Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles
Yinpu Li, Antonio R. Linero, Jared S. Murray
We present a Bayesian nonparametric model for conditional distribution estimation using Bayesian additive regression trees (BART). The generative model we use is based on rejection…