README.md

In pasudyan/ConstrMixMod: MCMC methods for flexible mixture modeling on constrained spaces

ConstrMixMod

R package for Flexible Mixture Modeling on Constrained Spaces

The functions here are used to generate results in the paper. The main function to draw inference with Gibbs sampling is:

infConstrMixMod(mix, Xdata, constr, K, thr, constrType, niwpr, ...)

The package also provides estimation of posterior predictive distribution for a given test set through:

postPredDist(mix, constrType, res, test, pts, realDens, ...)
postPredDistMv(mix, constrType, res, test, constr, thinsc, ...)

pasudyan/ConstrMixMod documentation built on May 10, 2019, 8:26 a.m.