Other packages > Find by keyword >

MSclust  

Multiple-Scaled Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MSclust", "1.0.4")



Attach the package and use:
library("MSclust")
Maintained by
Cristina Tortora
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-04-08
Latest Update: 2024-04-22
Description:
Model based clustering using the multivariate multiple Scaled t (MST) and multivariate multiple scaled contaminated normal (MSCN) distributions. The MST is an extension of the multivariate Student-t distribution to include flexible tail behaviors, Forbes, F. & Wraith, D. (2014) . The MSCN represents a heavy-tailed generalization of the multivariate normal (MN) distribution to model elliptical contoured scatters in the presence of mild outliers (also referred to as "bad" points) and automatically detect bad points, Punzo, A. & Tortora, C. (2021) .
How to cite:
Cristina Tortora (2022). MSclust: Multiple-Scaled Clustering. R package version 1.0.4, https://cran.r-project.org/web/packages/MSclust. Accessed 06 Jun. 2026.
Previous versions and publish date:
1.0.1 (2022-06-16 00:50), 1.0.2 (2022-08-31 15:20), 1.0.3 (2023-05-05 01:00), 1.0 (2022-04-08 10:52)
Other packages that cited MSclust R package
View MSclust citation profile
Other R packages that MSclust depends, imports, suggests or enhances
Complete documentation for MSclust
Functions, R codes and Examples using the MSclust R package
Some associated functions: mscn . mst . plot.MSclust . rmscn . rmst . sim . summary.MSclust . 
Some associated R codes: MSmixt.R . PLRfactorization.R . extra.R .  Full MSclust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
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  
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  
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  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
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