CRAN/E | BNSP

BNSP

Bayesian Non- And Semi-Parametric Model Fitting

Installation

About

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.

Citation BNSP citation info

Key Metrics

Version 2.2.3
R ≥ 3.5.0
Published 2023-05-25 309 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks BNSP results

Downloads

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Maintainer

Maintainer

Georgios Papageorgiou

gpapageo@gmail.com

Authors

Georgios Papageorgiou

Material

Reference manual
Package source

In Views

Bayesian

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BNSP archive

Depends

R ≥ 3.5.0

Imports

coda
ggplot2
plot3D
threejs
gridExtra
cubature
Formula
plyr
mgcv
corrplot
label.switching

Suggests

mvtnorm
np

LinkingTo

cubature