Bayesian Non- And Semi-Parametric Model Fitting

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. (2020), and 4.Dirichlet process mixtures, see Papageorgiou, G. (2019) .


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Reference manual

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install.packages("BNSP")

2.1.5 by Georgios Papageorgiou, 21 days ago


http://www.bbk.ac.uk/our-staff/profile/8005165/georgios-papageorgiou


Browse source code at https://github.com/cran/BNSP


Authors: Georgios Papageorgiou


Documentation:   PDF Manual  


Task views: Bayesian Inference


GPL (>= 2) license


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

Suggests mvtnorm, np

Linking to cubature


See at CRAN