Other packages > Find by keyword >

outlierMBC  

Sequential Outlier Identification for Model-Based Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("outlierMBC", "0.0.1")



Attach the package and use:
library("outlierMBC")
Maintained by
Ultán P. Doherty
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-28
Latest Update: 2025-05-28
Description:
Sequential outlier identification for Gaussian mixture models using the distribution of Mahalanobis distances. The optimal number of outliers is chosen based on the dissimilarity between the theoretical and observed distributions of the scaled squared sample Mahalanobis distances. Also includes an extension for Gaussian linear cluster-weighted models using the distribution of studentized residuals. Doherty, McNicholas, and White (2025) <doi:10.48550/arXiv.2505.11668>.
How to cite:
Ultán P. Doherty (2025). outlierMBC: Sequential Outlier Identification for Model-Based Clustering. R package version 0.0.1, https://cran.r-project.org/web/packages/outlierMBC. Accessed 06 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited outlierMBC R package
View outlierMBC citation profile
Other R packages that outlierMBC depends, imports, suggests or enhances
Complete documentation for outlierMBC
Functions, R codes and Examples using the outlierMBC R package
Full outlierMBC package functions and examples
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  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
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  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
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  

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