dbartsData

Convenience function to create a data object for use with a <code>dbarts</code> sampler.

Fits Bayesian additive regression trees (BART; Chipman, George, and McCulloch (2010) <doi:10.1214/09-AOAS285>) while allowing the updating of predictors or response so that BART can be incorporated as a conditional model in a Gibbs/Metropolis-Hastings sampler. Also serves as a drop-in replacement for package 'BayesTree'.

Vincent Dorie Developer

dbarts

Discrete Bayesian Additive Regression Trees Sampler

Vincent Dorie

Hugh Chipman

Robert McCulloch

Armon Dadgar

R Core Team 

Guido U Draheim

Maarten Bosmans

Christophe Tournayre

Michael Petch

Rafael de Lucena Valle

Steven G. Johnson

Matteo Frigo

John Zaitseff

Todd Veldhuizen

Luc Maisonobe

Scott Pakin

Daniel Richard G.

dbartsData function

<dl> <dt>formula, data, test, subset, weights, offset, offset.test</dt>
<dd>As in <code>dbarts</code>. Retains backwards compatibility with <code>bart</code>, so that <code>formula</code>/<code>data</code> can be a <code><a href="/link/formula?package=dbarts&version=0.9-30" data-mini-rdoc="dbarts::formula">formula</a></code>/<code><a href="/link/data.frame?package=dbarts&version=0.9-30" data-mini-rdoc="dbarts::data.frame">data.frame</a></code> pair, or a pair of <code>x.train</code>/<code>y.train</code> matrices/vector.</dd></dl>

Arguments

Discrete Bayesian Additive Regression Trees Sampler Data — dbartsData

<dl>

 <dt>formula, data, test, subset, weights, offset, offset.test</dt>
<dd>As in <code>dbarts</code>. Retains backwards compatibility with <code>bart</code>, so that <code>formula</code>/<code>data</code> can be a <code><a href='https://rdrr.io/r/stats/formula.html'>formula</a></code>/<code><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></code> pair, or a pair of <code>x.train</code>/<code>y.train</code> matrices/vector.</dd>

</dl>

Discrete Bayesian Additive Regression Trees Sampler Data

dbartsData: Discrete Bayesian Additive Regression Trees Sampler Data

Description

Usage

Value

Arguments

See Also