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BNSP  

Bayesian Non- And Semi-Parametric Model Fitting
View on CRAN: Click here


Download and install BNSP package within the R console
Install from CRAN:
install.packages("BNSP")

Install from Github:
library("remotes")
install_github("cran/BNSP")

Install by package version:
library("remotes")
install_version("BNSP", "2.2.3")



Attach the package and use:
library("BNSP")
Maintained by
Georgios Papageorgiou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-10-10
Latest Update: 2023-05-25
Description:
MCMC algorithms & processing functions for: 1. single response multiple regression, see Papageorgiou, G. (2018) , 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) , 3. joint mean-covariance models for multivariate responses, see Papageorgiou, G. (2022) , and 4.Dirichlet process mixtures, see Papageorgiou, G. (2019) .
How to cite:
Georgios Papageorgiou (2014). BNSP: Bayesian Non- And Semi-Parametric Model Fitting. R package version 2.2.3, https://cran.r-project.org/web/packages/BNSP. Accessed 12 Oct. 2026.
Previous versions and publish date:
1.0.0 (2014-10-10 23:54), 1.0.1 (2014-11-03 14:29), 1.0.2 (2015-01-02 06:52), 1.0.3 (2015-06-09 00:27), 1.0.4 (2015-06-24 01:15), 1.0.5 (2015-07-08 22:37), 1.1.0 (2016-01-01 22:28), 1.1.1 (2017-02-27 08:29), 2.0.0 (2017-08-20 06:20), 2.0.1 (2017-08-21 20:48), 2.0.2 (2017-08-28 13:05), 2.0.4 (2018-05-24 10:22), 2.0.5 (2018-05-25 22:48), 2.0.6 (2018-06-12 12:34), 2.0.7 (2018-07-20 11:50), 2.0.8 (2018-09-27 11:10), 2.0.9 (2019-05-15 14:40), 2.1.0 (2019-05-24 14:50), 2.1.1 (2019-10-13 16:00), 2.1.2 (2019-12-05 10:00), 2.1.3 (2020-02-23 14:30), 2.1.4 (2020-05-08 10:40), 2.1.5 (2021-01-07 07:40), 2.1.6 (2021-05-05 23:00), 2.2.0 (2022-11-26 14:50), 2.2.1 (2023-02-28 10:02), 2.2.2 (2023-03-26 10:40), (2026-07-09 07:58)
Other packages that cited BNSP R package
View BNSP citation profile
Other R packages that BNSP depends, imports, suggests or enhances
Complete documentation for BNSP
Functions, R codes and Examples using the BNSP R package
Some associated functions: BNSP-package . chol . clustering . continue . dpmj . histCorr . lmrm . mvrm . mvrm2mcmc . plot.mvrm . plotCorr . predict.mvrm . print.mvrm . s . sinusoid . sm . summary.mvrm . te . ti . 
Some associated R codes: basics.R . bnpLongMulti.R . bnpMulti.R . dpmj.R . matalg.R . mvrm.R . plot.R .  Full BNSP package functions and examples
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