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msBP

swMATH ID: 23268
Software Authors: Antonio Canale
Description: R package msBP: Multiscale Bernstein Polynomials for Densities. Performs Bayesian nonparametric multiscale density estimation and multiscale testing of group differences with multiscale Bernstein polynomials (msBP) mixtures as in Canale and Dunson (2016).
Homepage: https://cran.r-project.org/web/packages/msBP/index.html
Source Code:  https://github.com/cran/msBP
Dependencies: R
Keywords: binary trees; density estimation; multiscale stick-breaking; multiscale testing; Journal of Statistical Software; R package; www.jstatsoft.org
Related Software: R; DPpackage; CODA; BNPdensity; UCI-ml; mixdir; BNPMIXcluster; dirichletprocess; PReMiuM; ggplot2; RcppArmadillo; Rcpp; BNPmix; akdensity; asciker; DPWeibull; BayesDA
Cited in: 2 Documents

Standard Articles

2 Publications describing the Software, including 1 Publication in zbMATH Year
msBP: An R Package to Perform Bayesian Nonparametric Inference Using Multiscale Bernstein Polynomials Mixtures Link
Antonio Canale
2017
Multiscale Bernstein polynomials for densities. Zbl 1360.62156
Canale, Antonio; Dunson, David B.
2016

Cited in 1 Field

2 Statistics (62-XX)

Citations by Year