Other packages > Find by keyword >

bikm1  

Co-Clustering Adjusted Rand Index and Bikm1 Procedure for Contingency and Binary Data-Sets
View on CRAN: Click here


Download and install bikm1 package within the R console
Install from CRAN:
install.packages("bikm1")

Install from Github:
library("remotes")
install_github("cran/bikm1")

Install by package version:
library("remotes")
install_version("bikm1", "1.1.0")



Attach the package and use:
library("bikm1")
Maintained by
Valerie Robert
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-24
Latest Update: 2021-07-16
Description:
Co-clustering of the rows and columns of a contingency or binary matrix, or double binary matrices and model selection for the number of row and column clusters. Three models are considered: the Poisson latent block model for contingency matrix, the binary latent block model for binary matrix and a new model we develop: the multiple latent block model for double binary matrices. A new procedure named bikm1 is implemented to investigate more efficiently the grid of numbers of clusters. Then, the studied model selection criteria are the integrated completed likelihood (ICL) and the Bayesian integrated likelihood (BIC). Finally, the co-clustering adjusted Rand index (CARI) to measure agreement between co-clustering partitions is implemented. Robert Valerie, Vasseur Yann, Brault Vincent (2021) .
How to cite:
Valerie Robert (2019). bikm1: Co-Clustering Adjusted Rand Index and Bikm1 Procedure for Contingency and Binary Data-Sets. R package version 1.1.0, https://cran.r-project.org/web/packages/bikm1. Accessed 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:21), 0.9.0 (2019-08-24 16:30), 1.0.0 (2020-01-28 12:20)
Other packages that cited bikm1 R package
View bikm1 citation profile
Other R packages that bikm1 depends, imports, suggests or enhances
Complete documentation for bikm1
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
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  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
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