msBP-package {msBP}R Documentation

Bayesian nonparametric density estimation via Multiscale Bernstein Polynomials (msBP)

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).

Details

Package: msBP
Type: Package
Version: 1.3
Date: 2017-06-06
License: GNU GPL

Author(s)

Antonio Canale <canale@stat.unipd.it>

References

Canale, A. and Dunson, D. B. (2016), "Multiscale Bernstein polynomials for densities", Statistica Sinica, 26(3), 1175-1195.

Canale, A. (2017), "msBP: An R Package to Perform Bayesian Nonparametric Inference Using Multiscale Bernstein Polynomials Mixtures". Journal of Statistical Software, 78(6), 1-19.


[Package msBP version 1.4 Index]