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 26 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

ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  
tactile  
New and Extended Plots, Methods, and Panel Functions for 'lattice'
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency  
PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
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  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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