1.6k citations · 1.7k across the 16 of their papers we have counts for
Showing 2013 · stat.COShow all
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stat.CO2013★ 4 cited
Parallel Bayesian Additive Regression Trees
Matthew T. Pratola, Hugh A. Chipman, James R. Gattiker +3
Bayesian Additive Regression Trees (BART) is a Bayesian approach to flexible non-linear regression which has been shown to be competitive with the best modern predictive methods su…
stat.CO2013★ 112 cited
GPfit: An R package for Gaussian Process Model Fitting using a New Optimization Algorithm
Blake MacDonald, Pritam Ranjan, Hugh Chipman
Gaussian process (GP) models are commonly used statistical metamodels for emulating expensive computer simulators. Fitting a GP model can be numerically unstable if any pair of des…