Bayesian Non- And Semi-Parametric Model Fitting

MCMC algorithms & processing functions for non- and semi-parametric models: 1. Dirichlet process mixtures & 2. spike-slab for multivariate (and univariate) response analysis, with nonparametric models for the means, the variances and the correlation matrix.


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install.packages("BNSP")

2.1.0 by Georgios Papageorgiou, a month ago


http://www.bbk.ac.uk/ems/faculty/papageorgiou/BNSP


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


Authors: Georgios Papageorgiou


Documentation:   PDF Manual  


GPL (>= 2) license


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

Suggests mvtnorm, np

Linking to cubature


See at CRAN