Other packages > Find by keyword >

BNPMIXcluster  

Bayesian Nonparametric Model for Clustering with Mixed Scale Variables
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BNPMIXcluster", "1.3")



Attach the package and use:
library("BNPMIXcluster")
Maintained by
Christian Carmona
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-03
Latest Update:
Description:
Model-based approach for clustering of multivariate data capable of combining different types of variables continuous ordinal and nominal and accommodating for different sampling probabilities in a complex survey design. The model is based on a location mixture model with a Poisson-Dirichlet process prior on the location parameters of the associated latent variables. Details of the underlying model is described in Carmona C. Nieto-Barajas L. E. Canale A. 2016 arXiv1612.00083.
How to cite:
Christian Carmona (2016). BNPMIXcluster: Bayesian Nonparametric Model for Clustering with Mixed Scale Variables. R package version 1.3, https://cran.r-project.org/web/packages/BNPMIXcluster. Accessed 24 Oct. 2026.
Previous versions and publish date:
0.1.0 (2016-12-03 01:26), 0.2.0 (2017-02-01 16:12), 1.1.0 (2017-08-31 14:56), 1.2.2 (2017-09-19 09:43), 1.2.4 (2017-09-26 21:46), 1.3 (2020-11-30 12:10), (2026-07-09 07:58)
Other packages that cited BNPMIXcluster R package
View BNPMIXcluster citation profile
Other R packages that BNPMIXcluster depends, imports, suggests or enhances
Functions, R codes and Examples using the BNPMIXcluster R package
Full BNPMIXcluster package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

forecastHybrid  
Convenient Functions for Ensemble Time Series Forecasts
Convenient functions for ensemble forecasts in R combining approaches from the 'forecast' package. ...
Download / Learn more Package Citations See dependency  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency  
FDRsampsize  
Compute Sample Size that Meets Requirements for Average Power and FDR
Defines a collection of functions to compute average power and sample size for studies that use the ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
gemlog  
File Conversion for "Gem Infrasound Logger"
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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