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 Jun. 2026.
Previous versions and publish date:
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

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  
worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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