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BNPdensity  

Ferguson-Klass Type Algorithm for Posterior Normalized Random Measures
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BNPdensity", "2025.7.29")



Attach the package and use:
library("BNPdensity")
Maintained by
Guillaume Kon Kam King
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-09-23
Latest Update: 2025-07-29
Description:
Bayesian nonparametric density estimation modeling mixtures by a Ferguson-Klass type algorithm for posterior normalized random measures.
How to cite:
Guillaume Kon Kam King (2011). BNPdensity: Ferguson-Klass Type Algorithm for Posterior Normalized Random Measures. R package version 2025.7.29, https://cran.r-project.org/web/packages/BNPdensity. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.7.7 (2011-09-23 13:45), 0.7.8 (2011-10-08 08:43), 0.7.9 (2012-08-03 07:18), 2013.8 (2013-08-01 01:04), 2015.5 (2015-06-08 18:00), 2017.03 (2017-03-02 21:06), 2019.7.9 (2019-07-11 12:00), 2019.9.11 (2019-09-11 13:10), 2019.9.18 (2019-09-18 18:10), 2020.3.4 (2020-03-08 10:20), 2021.5.4 (2021-05-13 12:52), 2023.3.8 (2023-03-24 16:10), 2025.7.29 (2025-07-29 14:30)
Other packages that cited BNPdensity R package
View BNPdensity citation profile
Other R packages that BNPdensity depends, imports, suggests or enhances
Complete documentation for BNPdensity
Functions, R codes and Examples using the BNPdensity R package
Some associated functions: BNPdensity-package . Enzyme1.out . Enzyme2.out . GOFplots . GOFplots_censored . GOFplots_noncensored . Galaxy1.out . Galaxy2.out . MixNRMI1 . MixNRMI1cens . MixNRMI2 . MixNRMI2cens . MixPY1 . MixPY2 . Mv . MvInv . acidity . add . as.mcmc.multNRMI . asNumeric_no_warning . cens_data_check . censor_code_rl . comment_on_NRMI_type . comp1 . comp2 . compute_optimal_clustering . compute_thinning_grid . convert_to_mcmc . cpo.NRMI1 . cpo.NRMI2 . cpo.multNRMI . cpo . dhalfcauchy . dhalfnorm . dhalft . dist_name_k_index_converter . dk . dkcens2 . dkcens2_1val . dt_ . dtnorm . enzyme . expected_number_of_components_Dirichlet . expected_number_of_components_stable . fcondXA . fcondXA2 . fcondXA2cens2 . fcondYXA . fcondYXAcens2 . fcondYZXA . fcondYZXAcens2 . fill_sigmas . galaxy . give_kernel_name . grid_from_data . grid_from_data_censored . grid_from_data_noncensored . gs3 . gs3_adaptive3 . gs3_log . gs4 . gs4cens2 . gs5 . gs5cens2 . gsHP . gsYZstar . gsYZstarcens2 . is_censored . is_semiparametric . logacceptance_ratio_logu . logdprop_logu . logf_logu_cond_y . logf_u_cond_y . multMixNRMI1 . multMixNRMI1cens . multMixNRMI2 . multMixNRMI2cens . p0 . phalfcauchy . phalfnorm . phalft . pk . plot.NRMI1 . plot.NRMI2 . plot.PY1 . plot.PY2 . plot.multNRMI . plotCDF_censored . plotCDF_noncensored . plotPDF_censored . plotPDF_noncensored . plot_clustering_and_CDF . plot_prior_number_of_components . plotfit_censored . plotfit_noncensored . pp_plot_censored . pp_plot_noncensored . print.NRMI1 . print.NRMI2 . print.PY1 . print.PY2 . print.multNRMI . process_dist_name . pt_ . ptnorm . qgeneric . qhalfcauchy . qhalfnorm . qhalft . qq_plot_censored . qq_plot_noncensored . qt_ . qtnorm . rfystar . rfystarcens2 . rfyzstar . rfyzstarcens2 . rhalfcauchy . rhalfnorm . rhalft . rk . rprop_logu . rt_ . rtnorm . salinity . summary.NRMI1 . summary.NRMI2 . summary.PY1 . summary.PY2 . summary.multNRMI . summarytext . thresholdGG . traceplot . 
Some associated R codes: BNPdensity-package.R . GOFplots.R . MixNRMI1.R . MixNRMI1cens.R . MixNRMI2.R . MixNRMI2cens.R . MixPY1.R . MixPY2.R . Mv.R . MvInv.R . MvInv_old.R . cens_data_check.R . censor_code_rl.R . comment_on_NRMI_type.R . comp1.R . comp2.R . convert_fit_to_MCMC_chain.R . cpo.R . dhalfcauchy.R . dhalfnorm.R . dhalft.R . dist_name_k_converter.R . dk.R . dkcens2.R . dkcens2_1val.R . dt_.R . dtnorm.R . expected_number_of_clusters_stable_process.R . fcondXA.R . fcondXA2.R . fcondXA2cens2.R . fcondYXA.R . fcondYXAcens2.R . fcondYZXA.R . fcondYZXAcens2.R . give_kernel_name.R . gs3.R . gs4.R . gs4cens2.R . gs5.R . gs5cens2.R . gsHP.R . gsYZstar.R . gsYZstarcens2.R . helper_functions.R . mixture_density_functions.R . multMixNRMI.R . noncentral_generalised_factorial_coefficient.R . p0.R . phalfcauchy.R . phalfnorm.R . phalft.R . pk.R . plotfit.R . posterior_clustering_analysis.R . prepare_independent_rng.R . pt_.R . ptnorm.R . qgeneric.R . qhalfcauchy.R . qhalfnorm.R . qhalft.R . qt_.R . qtnorm.R . rfystar.R . rfystarcens2.R . rfyzstar.R . rfyzstarcens2.R . rhalfcauchy.R . rhalfnorm.R . rhalft.R . rk.R . rt_.R . rtnorm.R . summarytext.R . thresholdGG.R . traceplot.R .  Full BNPdensity package functions and examples
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