msBP: Multiscale Bernstein Polynomials for Densities

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

Author
Antonio Canale
Date of publication
2016-09-20 01:04:31
Maintainer
Antonio Canale <antonio.canale@unito.it>
License
GPL-2
Version
1.2

View on CRAN

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

Files in this package

msBP
msBP/src
msBP/src/Makevars
msBP/src/wrapper.h
msBP/src/msBP.h
msBP/src/bintree.cpp
msBP/src/auxGibbs.h
msBP/src/msBP.cpp
msBP/src/bintree.h
msBP/src/gibbs.cpp
msBP/src/auxGibbs.cpp
msBP/src/wrapper.cpp
msBP/src/gibbs.h
msBP/NAMESPACE
msBP/R
msBP/R/msBP.test.aux.R
msBP/R/msBP.marginalBeta.R
msBP/R/msBP.tree.R
msBP/R/msBP.test.R
msBP/R/msBP.leaf.allocation.R
msBP/R/generic.R
msBP/R/tree2vec.R
msBP/R/vec2tree.R
msBP/R/msBP.rtree.R
msBP/R/msBP.nrvTrees.R
msBP/R/msBP.postCluster.R
msBP/R/msBP.density.R
msBP/R/msBP.LPML.R
msBP/R/msBP.Gibbs.R
msBP/R/msBP.compute.prob.R
msBP/R/msBP.rsample.R
msBP/MD5
msBP/DESCRIPTION
msBP/ChangeLog
msBP/man
msBP/man/msBP.postCluster.Rd
msBP/man/msBP.nrvTrees.Rd
msBP/man/msBP.rtree.Rd
msBP/man/tree2vec.Rd
msBP/man/msBP.tree.Rd
msBP/man/msBP.compute.prob.Rd
msBP/man/msBP.test.Rd
msBP/man/msBP.Gibbs.Rd
msBP/man/msBP.density.Rd
msBP/man/msBP.rsample.Rd
msBP/man/msBP-package.Rd
msBP/man/msBP-internal.Rd