Bayesian projection pursuit regression

Predicting vertical ground reaction force during running using novel piezoresponsive sensors and accelerometry

(2020) Matthew K. Seeley et al.   JOURNAL OF SPORTS SCIENCES

Visualizing the effects of predictor variables in black box supervised learning models

(2020) Daniel W. Apley et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Inferring Atmospheric Release Characteristics in a Large Computer Experiment using Bayesian Adaptive Splines

(2019) Devin Francom et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian calibration of strength parameters using hydrocode simulations of symmetric impact shock experiments of Al-5083

(2018) David J. Walters et al.   JOURNAL OF APPLIED PHYSICS

Sensitivity Analysis and Emulation for Functional Data using Bayesian Adaptive Splines

(2017) Devin Francom et al.   STATISTICA SINICA

Local Gaussian Process Approximation for Large Computer Experiments

(2015) Robert B. Gramacy et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Categorical Inputs, Sensitivity Analysis, Optimization and Importance Tempering withtgpVersion 2, anRPackage for Treed Gaussian Process Models

(2015) Robert B. Gramacy et al.   Journal of Statistical Software

Gaussian Process Single-Index Models as Emulators for Computer Experiments

(2012) Robert B. Gramacy et al.   TECHNOMETRICS

BART: Bayesian additive regression trees

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

A Gaussian process regression approach to a single-index model

(2010) Taeryon Choi et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Bayesian estimation and variable selection for single index models

(2009) Hai-Bin Wang   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Calculation Methods for Wallenius' Noncentral Hypergeometric Distribution

(2008) Agner Fog   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Mixtures ofgPriors for Bayesian Variable Selection

(2008) Feng Liang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION