BNSP: Bayesian Non- And Semi-Parametric Model Fitting

MCMC algorithms & processing functions for: 1. single response multiple regression, see Papageorgiou, G. (2018) <doi:10.32614/RJ-2018-069>, 2. multivariate response multiple regression, with nonparametric models for the means, the variances and the correlation matrix, with variable selection, see Papageorgiou, G. and Marshall, B. C. (2020) <doi:10.1080/10618600.2020.1739534>, 3. joint mean-covariance models for multivariate responses, see Papageorgiou, G. (2022) <doi:10.1002/sim.9376>, and 4.Dirichlet process mixtures, see Papageorgiou, G. (2019) <doi:10.1111/anzs.12273>.

Version:	2.2.3
Depends:	R (≥ 3.5.0)
Imports:	coda, ggplot2, plot3D, threejs, gridExtra, cubature, Formula, plyr, mgcv, corrplot, label.switching
LinkingTo:	cubature
Suggests:	mvtnorm, np
Published:	2023-05-25
DOI:	10.32614/CRAN.package.BNSP
Author:	Georgios Papageorgiou
Maintainer:	Georgios Papageorgiou <gpapageo at gmail.com>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	yes
Citation:	BNSP citation info
In views:	Bayesian
CRAN checks:	BNSP results

Documentation:

Reference manual:

BNSP.html , BNSP.pdf

Downloads:

Package source:	BNSP_2.2.3.tar.gz
Windows binaries:	r-devel: BNSP_2.2.3.zip, r-release: BNSP_2.2.3.zip, r-oldrel: BNSP_2.2.3.zip
macOS binaries:	r-release (arm64): BNSP_2.2.3.tgz, r-oldrel (arm64): BNSP_2.2.3.tgz, r-release (x86_64): BNSP_2.2.3.tgz, r-oldrel (x86_64): BNSP_2.2.3.tgz
Old sources:	BNSP archive

Linking:

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