BayesTreePrior: Bayesian Tree Prior Simulation

Provides a way to simulate from the prior distribution of Bayesian trees by Chipman et al. (1998) <DOI:10.2307/2669832>. The prior distribution of Bayesian trees is highly dependent on the design matrix X, therefore using the suggested hyperparameters by Chipman et al. (1998) <DOI:10.2307/2669832> is not recommended and could lead to unexpected prior distribution. This work is part of my master thesis (expected 2016).

Getting started

Package details

AuthorAlexia Jolicoeur-Martineau <[email protected]>
MaintainerAlexia Jolicoeur-Martineau <[email protected]>
LicenseGPL-3
Version1.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("BayesTreePrior")

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BayesTreePrior documentation built on May 29, 2017, 5:40 p.m.