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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 |
Reference manual: | BNSP.pdf |
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 |
Please use the canonical form https://CRAN.R-project.org/package=BNSP to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.