Bayesian Tree Prior Simulation

Provides a way to simulate from the prior distribution of Bayesian trees by Chipman et al. (1998) . The prior distribution of Bayesian trees is highly dependent on the design matrix X, therefore using the suggested hyperparameters by Chipman et al. (1998) is not recommended and could lead to unexpected prior distribution. This work is part of my master thesis (expected 2016).


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Reference manual

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install.packages("BayesTreePrior")

1.0.1 by Alexia Jolicoeur-Martineau, 3 years ago


Browse source code at https://github.com/cran/BayesTreePrior


Authors: Alexia Jolicoeur-Martineau <[email protected]>


Documentation:   PDF Manual  


GPL-3 license


Imports stats

Suggests tgp, BayesTree, bartMachine, MASS


See at CRAN