BayesTreePrior: Bayesian Tree Prior Simulation
Version 1.0.1

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).

AuthorAlexia Jolicoeur-Martineau <alexia.jolicoeur-martineau@mail.mcgill.ca>
Date of publication2016-07-04 20:28:58
MaintainerAlexia Jolicoeur-Martineau <alexia.jolicoeur-martineau@mail.mcgill.ca>
LicenseGPL-3
Version1.0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BayesTreePrior")

Popular man pages

BayesTreePriorNotOrthogonal: Simulation of the tree prior in the general case (Case #4).
BayesTreePriorOrthogonalInf: Simulation of the tree prior in the unrealistic case where we...
GetListUniqueSplits: Unique splits that leads to children with more than minpart...
NumBotMaxDepth: Number of bottom nodes and depth in the case where we have...
NumBotMaxDepth_inf: Number of bottom nodes and depth in the unrealistic case...
p_split: Probability of split of the tree prior.
Var_alpha: Variance of the number of bottom nodes in the unrealistic...
See all...

All man pages Function index File listing

Man pages

BayesTreePrior: Simulation of the tree prior.
BayesTreePriorNotOrthogonal: Simulation of the tree prior in the general case (Case #4).
BayesTreePriorOrthogonal: Simulation of the tree prior in the case where we have one...
BayesTreePriorOrthogonalInf: Simulation of the tree prior in the unrealistic case where we...
E_alpha: Expected value of the number of bottom nodes in the...
GetListUniqueSplits: Unique splits that leads to children with more than minpart...
NumBotMaxDepth: Number of bottom nodes and depth in the case where we have...
NumBotMaxDepth_inf: Number of bottom nodes and depth in the unrealistic case...
NumBotMaxDepthX: Number of bottom nodes and depth in the general case (Case...
p_split: Probability of split of the tree prior.
Var_alpha: Variance of the number of bottom nodes in the unrealistic...

Functions

BayesTreePrior Man page Source code
BayesTreePriorNotOrthogonal Man page Source code
BayesTreePriorOrthogonal Man page Source code
BayesTreePriorOrthogonalInf Man page Source code
E_alpha Man page Source code
GetListUniqueSplits Man page Source code
NumBotMaxDepth Man page Source code
NumBotMaxDepthX Man page Source code
NumBotMaxDepth_inf Man page Source code
Var_alpha Man page Source code
p_split Man page Source code

Files

NAMESPACE
R
R/BayesTreePrior.R
MD5
DESCRIPTION
man
man/NumBotMaxDepth_inf.Rd
man/BayesTreePrior.Rd
man/BayesTreePriorNotOrthogonal.Rd
man/E_alpha.Rd
man/p_split.Rd
man/Var_alpha.Rd
man/NumBotMaxDepth.Rd
man/GetListUniqueSplits.Rd
man/BayesTreePriorOrthogonalInf.Rd
man/NumBotMaxDepthX.Rd
man/BayesTreePriorOrthogonal.Rd
BayesTreePrior documentation built on May 19, 2017, 3:27 p.m.

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