18 citations · 29 across the 3 of their papers we have counts for
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stat.AP2015★ 18 cited
Bayesian and empirical Bayesian forests
Matt Taddy, Chun-Sheng Chen, Jun Yu +1
We derive ensembles of decision trees through a nonparametric Bayesian model, allowing us to view random forests as samples from a posterior distribution. This insight provides lar…
stat.AP2012
Estimating Player Contribution in Hockey with Regularized Logistic Regression
Robert B. Gramacy, Matthew A. Taddy, Shane T. Jensen
We present a regularized logistic regression model for evaluating player contributions in hockey. The traditional metric for this purpose is the plus-minus statistic, which allocat…