Other packages > Find by keyword >

AntMAN  

Anthology of Mixture Analysis Tools
View on CRAN: Click here


Download and install AntMAN package within the R console
Install from CRAN:
install.packages("AntMAN")

Install from Github:
library("remotes")
install_github("cran/AntMAN")

Install by package version:
library("remotes")
install_version("AntMAN", "1.1.0")



Attach the package and use:
library("AntMAN")
Maintained by
Bruno Bodin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-28
Latest Update: 2021-07-23
Description:
Fits finite Bayesian mixture models with a random number of components. The MCMC algorithm implemented is based on point processes as proposed by Argiento and De Iorio (2019) and offers a more computationally efficient alternative to reversible jump. Different mixture kernels can be specified: univariate Gaussian, multivariate Gaussian, univariate Poisson, and multivariate Bernoulli (latent class analysis). For the parameters characterising the mixture kernel, we specify conjugate priors, with possibly user specified hyper-parameters. We allow for different choices for the prior on the number of components: shifted Poisson, negative binomial, and point masses (i.e. mixtures with fixed number of components).
How to cite:
Bruno Bodin (2019). AntMAN: Anthology of Mixture Analysis Tools. R package version 1.1.0, https://cran.r-project.org/web/packages/AntMAN. Accessed 06 Oct. 2026.
Previous versions and publish date:
1.0 (2019-10-28 16:20), 1.1.0 (2021-07-23 12:00), (2026-07-09 07:57)
Other packages that cited AntMAN R package
View AntMAN citation profile
Other R packages that AntMAN depends, imports, suggests or enhances
Complete documentation for AntMAN
Functions, R codes and Examples using the AntMAN R package
Some associated functions: AM_clustering . AM_coclustering . AM_demo_mvb_poi . AM_demo_mvn_poi . AM_demo_uvn_poi . AM_demo_uvp_poi . AM_emp_bayes_uninorm . AM_extract . AM_find_gamma_Delta . AM_find_gamma_NegBin . AM_find_gamma_Pois . AM_mcmc_configuration . AM_mcmc_fit . AM_mcmc_output . AM_mcmc_parameters . AM_mcmc_refit . AM_mix_components_prior . AM_mix_components_prior_dirac . AM_mix_components_prior_negbin . AM_mix_components_prior_pois . AM_mix_hyperparams . AM_mix_hyperparams_multiber . AM_mix_hyperparams_multinorm . AM_mix_hyperparams_uninorm . AM_mix_hyperparams_unipois . AM_mix_weights_prior . AM_mix_weights_prior_gamma . AM_plot_chaincor . AM_plot_density . AM_plot_mvb_cluster_frequency . AM_plot_pairs . AM_plot_pmf . AM_plot_similarity_matrix . AM_plot_traces . AM_plot_values . AM_prior . AM_prior_K_Delta . AM_prior_K_NegBin . AM_prior_K_Pois . AM_salso . AM_sample_multibin . AM_sample_multinorm . AM_sample_uninorm . AM_sample_unipois . AntMAN . IAM_VnkDelta . IAM_VnkNegBin . IAM_VnkPoisson . IAM_compute_stirling_ricor_abs . IAM_compute_stirling_ricor_log . IAM_mcmc_error . IAM_mcmc_neff . brain . carcinoma . galaxy . list_values . plot.AM_mcmc_output . plot.AM_prior . said . summary.AM_mcmc_configuration . summary.AM_mcmc_output . summary.AM_mix_components_prior . summary.AM_mix_hyperparams . summary.AM_mix_weights_prior . summary.AM_prior . 
Some associated R codes: AM_binder.R . AM_coclustering.R . AM_demo.R . AM_emp_bayes.R . AM_extract.R . AM_find_gamma.R . AM_mcmc.R . AM_mix_components_prior.R . AM_mix_hyperparams.R . AM_mix_weights_prior.R . AM_plot.R . AM_prior.R . AM_sample.R . AntMANDatasets.R . AntMANPackage.R . INTERNAL_functions_antman_uninorm.R . INTERNAL_utilities.R . RcppExports.R .  Full AntMAN package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA