msBP: Multiscale Bernstein Polynomials for Densities
Version 1.2

Performs Bayesian nonparametric multiscale density estimation and multiscale testing of group differences with multiscale Bernstein polynomials (msBP) mixtures as in Canale and Dunson (2016).

AuthorAntonio Canale
Date of publication2016-09-20 01:04:31
MaintainerAntonio Canale <antonio.canale@unito.it>
LicenseGPL-2
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("msBP")

Getting started

Package overview

Popular man pages

msBP.compute.prob: Compute binary tree of probabilities
msBP.density: Random probability density function and random cumulative...
msBP.nrvTrees: Nesting of the sample through the tree
msBP-package: Bayesian nonparametric density estimation via Multiscale...
msBP.rtree: Random msBP tree
msBP.test: Multiscale testing of group differences
tree2vec: Conversions between tree and vector
See all...

All man pages Function index File listing

Man pages

msBP.compute.prob: Compute binary tree of probabilities
msBP.density: Random probability density function and random cumulative...
msBP.Gibbs: Gibbs sampling for density estimation for msBP model
msBP-internal: Internal msBP functions
msBP.nrvTrees: Nesting of the sample through the tree
msBP-package: Bayesian nonparametric density estimation via Multiscale...
msBP.postCluster: Posterior cluster allocation
msBP.rsample: Random numbers from a random msBP densty
msBP.rtree: Random msBP tree
msBP.test: Multiscale testing of group differences
msBP.tree: Creating an 'msBPTree'
tree2vec: Conversions between tree and vector

Functions

msBP Man page
msBP-package Man page
msBP.Gibbs Man page Source code
msBP.LPML Man page Source code
msBP.cdf Man page Source code
msBP.clus2prob Man page Source code
msBP.compute.prob Man page Source code
msBP.leaf.allocation Man page Source code
msBP.marginalBeta Man page Source code
msBP.nesting Man page Source code
msBP.nrvTree Man page
msBP.nrvTrees Man page Source code
msBP.pdf Man page Source code
msBP.postCluster Man page Source code
msBP.posteriorH0 Man page Source code
msBP.rsample Man page Source code
msBP.rtree Man page Source code
msBP.test Man page Source code
msBP.tree Man page Source code
plot.binaryTree Source code
summary.binaryTree Source code
tree2vec Man page Source code
vec2tree Man page Source code

Files

src
src/Makevars
src/wrapper.h
src/msBP.h
src/bintree.cpp
src/auxGibbs.h
src/msBP.cpp
src/bintree.h
src/gibbs.cpp
src/auxGibbs.cpp
src/wrapper.cpp
src/gibbs.h
NAMESPACE
R
R/msBP.test.aux.R
R/msBP.marginalBeta.R
R/msBP.tree.R
R/msBP.test.R
R/msBP.leaf.allocation.R
R/generic.R
R/tree2vec.R
R/vec2tree.R
R/msBP.rtree.R
R/msBP.nrvTrees.R
R/msBP.postCluster.R
R/msBP.density.R
R/msBP.LPML.R
R/msBP.Gibbs.R
R/msBP.compute.prob.R
R/msBP.rsample.R
MD5
DESCRIPTION
ChangeLog
man
man/msBP.postCluster.Rd
man/msBP.nrvTrees.Rd
man/msBP.rtree.Rd
man/tree2vec.Rd
man/msBP.tree.Rd
man/msBP.compute.prob.Rd
man/msBP.test.Rd
man/msBP.Gibbs.Rd
man/msBP.density.Rd
man/msBP.rsample.Rd
man/msBP-package.Rd
man/msBP-internal.Rd
msBP documentation built on May 19, 2017, 6:49 a.m.

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