Other packages > Find by keyword >

BCFM  

Bayesian Clustering Factor Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BCFM", "1.0.0")



Attach the package and use:
library("BCFM")
Maintained by
Meriem Touami
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-10
Latest Update: 2026-02-10
Description:
Implements the Bayesian Clustering Factor Models (BCFM) for simultaneous clustering and latent factor analysis of multivariate longitudinal data. The model accounts for within-cluster dependence through shared latent factors while allowing heterogeneity across clusters, enabling flexible covariance modeling in high-dimensional settings. Inference is performed using Markov chain Monte Carlo (MCMC) methods with computationally intensive steps implemented via 'Rcpp'. Model selection and visualization tools are provided. The methodology is described in Shin, Ferreira, and Tegge (2018) <doi:10.1002/sim.70350>.
How to cite:
Meriem Touami (2026). BCFM: Bayesian Clustering Factor Models. R package version 1.0.0, https://cran.r-project.org/web/packages/BCFM. Accessed 07 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited BCFM R package
View BCFM citation profile
Other R packages that BCFM depends, imports, suggests or enhances
Complete documentation for BCFM
Functions, R codes and Examples using the BCFM R package
Full BCFM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
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  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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