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]
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 10 Apr. 2025.
Previous versions and publish date:
1.0 (2019-10-28 16:20)
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
03/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for AntMAN468101214161820TrendBars

Today's Hot Picks in Authors and Packages

xtermStyle  
Terminal Text Formatting Using Escape Sequences
Can be used for coloring output in terminals. It was developed for the standard Ubuntu terminal but ...
Download / Learn more Package Citations See dependency  
ecochange  
Integrating Ecosystem Remote Sensing Products to Derive EBV Indicators
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
Download / Learn more Package Citations See dependency  
RODBC  
ODBC Database Access
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
webglobe  
3D Interactive Globes
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency  
GRNNs  
General Regression Neural Networks Package
This General Regression Neural Networks Package uses various distance functions. It was motivated b ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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