bmixture1.7 package

Bayesian Estimation for Finite Mixture of Distributions

bmixgamma

Sampling algorithm for mixture of gamma distributions

bmixnorm

Sampling algorithm for mixture of Normal distributions

bmixt

Sampling algorithm for mixture of t-distributions

bmixture-internal

Internal bmixture functions and datasets

bmixture-package

Bayesian Estimation for Finite Mixture of Distributions

mixgamma

Mixture of Gamma distribution

mixnorm

Mixture of Normal distribution

mixt

Mixture of t-distribution

plot.bmixgamma

Plot function for S3 class "bmixgamma"

plot.bmixnorm

Plot function for S3 class "bmixnorm"

plot.bmixt

Plot function for S3 class "bmixt"

print.bmixgamma

Print function for S3 class "bmixgamma"

print.bmixnorm

Print function for S3 class "bmixnorm"

print.bmixt

Print function for S3 class "bmixt"

rdirichlet

Random generation for the Dirichlet distribution

summary.bmixgamma

Summary function for S3 class "bmixgamma"

summary.bmixnorm

Summary function for S3 class "bmixnorm"

summary.bmixt

Summary function for S3 class "bmixt"

Download source packageRead PDF manual

Provides statistical tools for Bayesian estimation of mixture distributions, mainly a mixture of Gamma, Normal, and t-distributions. The package is implemented based on the Bayesian literature for the finite mixture of distributions, including Mohammadi and et al. (2013) <doi:10.1007/s00180-012-0323-3> and Mohammadi and Salehi-Rad (2012) <doi:10.1080/03610918.2011.588358>.