Other packages > Find by keyword >

mosclust  

Model Order Selection for Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mosclust", "1.0.2")



Attach the package and use:
library("mosclust")
Maintained by
Jessica Gliozzo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-27
Latest Update: 2025-05-27
Description:
Stability based methods for model order selection in clustering problems (Valentini, G (2007), <doi:10.1093/bioinformatics/btl600>). Using multiple perturbations of the data the stability of clustering solutions is assessed. Different perturbations may be used: resampling techniques, random projections and noise injection. Stability measures for the estimate of clustering solutions and statistical tests to assess their significance are provided.
How to cite:
Jessica Gliozzo (2025). mosclust: Model Order Selection for Clustering. R package version 1.0.2, https://cran.r-project.org/web/packages/mosclust. Accessed 30 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited mosclust R package
View mosclust citation profile
Other R packages that mosclust depends, imports, suggests or enhances
Complete documentation for mosclust
Functions, R codes and Examples using the mosclust R package
Full mosclust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SRCS  
Statistical Ranking Color Scheme for Multiple Pairwise Comparisons
Implementation of the SRCS method for a color-based visualization of the results of multiple pairwis ...
Download / Learn more Package Citations See dependency  
trajectories  
Classes and Methods for Trajectory Data
Classes and methods for trajectory data, with support for nesting individual Track objects in track ...
Download / Learn more Package Citations See dependency  
radiant.data  
Data Menu for Radiant: Business Analytics using R and Shiny
The Radiant Data menu includes interfaces for loading, saving, viewing, visualizing, summarizing, t ...
Download / Learn more Package Citations See dependency  
extremefit  
Estimation of Extreme Conditional Quantiles and Probabilities
Extreme value theory, nonparametric kernel estimation, tail conditional probabilities, extreme cond ...
Download / Learn more Package Citations See dependency  
RolWinMulCor  
Subroutines to Estimate Rolling Window Multiple Correlation
Rolling Window Multiple Correlation ('RolWinMulCor') estimates the rolling (running) window correlat ...
Download / Learn more Package Citations See dependency  
bootUR  
Bootstrap Unit Root Tests
Set of functions to perform various bootstrap unit root tests for both individual time series (incl ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

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