Log-Linear Bayesian Additive Regression Trees for Multinomial Logistic and Count Regression Models

Model interpretation through lower-dimensional posterior summarization

(2020) Spencer Woody et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Semiparametric Mixed-Scale Models Using Shared Bayesian Forests

(2019) Antonio R. Linero et al.   BIOMETRICS

Heteroscedastic BART via Multiplicative Regression Trees

(2019) M. T. Pratola et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Bayesian Additive Regression Trees: A Review and Look Forward

(2019) Jennifer Hill et al.   Annual Review of Statistics and Its Application

Bayesian regression tree ensembles that adapt to smoothness and sparsity

(2018) Antonio R. Linero et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Bayesian Regression Trees for High-Dimensional Prediction and Variable Selection

(2016) Antonio R. Linero   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian Generalized Additive Models for Location, Scale, and Shape for Zero-Inflated and Overdispersed Count Data

(2015) Nadja Klein et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Valid post-selection inference

(2013) Richard Berk et al.   ANNALS OF STATISTICS

Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables

(2013) Nicholas G. Polson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Understanding predictive information criteria for Bayesian models

(2013) Andrew Gelman et al.   STATISTICS AND COMPUTING

Efficient Bayesian Inference for Generalized Bradley–Terry Models

(2012) François Caron et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Posterior Sampling When the Normalizing Constant is Unknown

(2011) Stephen G. Walker   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics

Bayesian inference for Poisson and multinomial log-linear models

(2010) Jonathan J. Forster   Statistical Methodology