Package: Ultimixt 2.1

Kaniav Kamary

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

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.

Authors:Kaniav Kamary, Kate Lee

Ultimixt_2.1.tar.gz
Ultimixt_2.1.tar.gz(r-4.5-noble)Ultimixt_2.1.tar.gz(r-4.4-noble)
Ultimixt_2.1.tgz(r-4.4-emscripten)Ultimixt_2.1.tgz(r-4.3-emscripten)
Ultimixt.pdf |Ultimixt.html✨
Ultimixt/json (API)

# Install 'Ultimixt' in R:
install.packages('Ultimixt', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 371 downloads 6 exports 3 dependencies

Last updated 8 years agofrom:adece4fe96. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 27 2025
R-4.5-linuxOKMar 27 2025
R-4.4-linuxOKMar 27 2025

Exports:K.MixPoisK.MixReparametrizedPlot.MixReparametrizedSM.MAP.MixReparametrizedSM.MixPoisSM.MixReparametrized

Dependencies:codagtoolslattice

Citation

To cite package ‘Ultimixt’ in publications use:

Kamary K, Lee K (2017). Ultimixt: Bayesian Analysis of Location-Scale Mixture Models using a Weakly Informative Prior. R package version 2.1, https://CRAN.R-project.org/package=Ultimixt.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {Ultimixt: Bayesian Analysis of Location-Scale Mixture
      Models using a Weakly Informative Prior},
    author = {Kaniav Kamary and Kate Lee},
    year = {2017},
    note = {R package version 2.1},
    url = {https://CRAN.R-project.org/package=Ultimixt},
  }