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msBP (version 1.4-1)
Multiscale Bernstein Polynomials for Densities
Description
Performs Bayesian nonparametric multiscale density estimation and multiscale testing of group differences with multiscale Bernstein polynomials (msBP) mixtures as in Canale and Dunson (2016).
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Version
Version
1.4-1
1.4
1.3-1
1.3
1.2
1.1
1.0-2.1
1.0-1
Install
install.packages('msBP')
Monthly Downloads
29
Version
1.4-1
License
GPL-2
Maintainer
Antonio Canale
Last Published
August 23rd, 2023
Functions in msBP (1.4-1)
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msBP.test
Multiscale testing of group differences
tree2vec
Conversions between tree and vector
msBP.tree
Creating an
msBPTree
galaxy
Galaxy velocities
msBP.rsample
Random numbers from a random msBP densty
msBP.compute.prob
Compute binary tree of probabilities
msBP-package
Bayesian nonparametric density estimation via Multiscale Bernstein Polynomials (msBP)
msBP.Gibbs
Gibbs sampling for density estimation for msBP model
msBP.pdf
Random probability density function and random cumulative distribution function from a msBP
msBP.nrvTrees
Nesting of the sample through the tree
msBP.postCluster
Posterior cluster allocation
msBP.rtree
Random msBP tree
msBP.internal
Internal msBP functions