Ultimixt: Bayesian Analysis of Location-Scale Mixture Models using a Weakly Informative Prior
Version 2.1

A generic reference Bayesian analysis of unidimensional mixture distributions obtained by a location-scale parameterisation of the model is implemented. The including functions simulate and summarize posterior samples for location-scale mixture models using a weakly informative prior. There is no need to define priors for scale-location parameters except two hyperparameters in which are associated with a Dirichlet prior for weights and a simplex.

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AuthorKaniav Kamary, Kate Lee
Date of publication2017-03-09 00:33:27
MaintainerKaniav Kamary <kamary@ceremade.dauphine.fr>
LicenseGPL (>= 2.0)
Version2.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Ultimixt")

Man pages

K.MixPois: Sample from a Poisson mixture posterior associated with a...
K.MixReparametrized: Sample from a Gaussian mixture posterior associated with a...
Plot.MixReparametrized: plot of the MCMC output produced by K.MixReparametrized
SM.MAP.MixReparametrized: summary of the output produced by K.MixReparametrized
SM.MixPois: summary of the output produced by K.MixPois
SM.MixReparametrized: summary of the output produced by K.MixReparametrized
Ultimixt-package: set of R functions for estimating the parameters of mixture...

Functions

K.MixPois Man page Source code
K.MixReparametrized Man page Source code
Plot.MixReparametrized Man page Source code
SM.MAP.MixReparametrized Man page Source code
SM.MixPois Man page Source code
SM.MixReparametrized Man page Source code
Ultimixt Man page
Ultimixt-package Man page

Files

NAMESPACE
R
R/SM.MixReparametrized.R
R/K.MixPois.R
R/K.MixReparametrized.R
R/Plot.MixReparametrized.R
R/SM.MixPois.R
R/SM.MAP.MixReparametrized.R
MD5
DESCRIPTION
man
man/K.MixPois.Rd
man/SM.MAP.MixReparametrized.Rd
man/Ultimixt-package.Rd
man/SM.MixPois.Rd
man/Plot.MixReparametrized.Rd
man/SM.MixReparametrized.Rd
man/K.MixReparametrized.Rd
Ultimixt documentation built on May 19, 2017, 11:52 a.m.