169 citations · 341 across the 21 of their papers we have counts for
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stat.CO2013★ 4 cited
Efficient Metropolis-Hastings Proposal Mechanisms for Bayesian Regression Tree Models
M. T. Pratola
Bayesian regression trees are flexible non-parametric models that are well suited to many modern statistical regression problems. Many such tree models have been proposed, from the…
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…