Other packages > Find by keyword >

otrimle  

Robust Model-Based Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("otrimle", "2.0")



Attach the package and use:
library("otrimle")
Maintained by
Pietro Coretto
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-10-05
Latest Update: 2021-05-29
Description:
Performs robust cluster analysis allowing for outliers and noise that cannot be fitted by any cluster. The data are modelled by a mixture of Gaussian distributions and a noise component, which is an improper uniform distribution covering the whole Euclidean space. Parameters are estimated by (pseudo) maximum likelihood. This is fitted by a EM-type algorithm. See Coretto and Hennig (2016) , and Coretto and Hennig (2017) .
How to cite:
Pietro Coretto (2016). otrimle: Robust Model-Based Clustering. R package version 2.0, https://cran.r-project.org/web/packages/otrimle. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.3 (2016-10-05 14:37), 0.4 (2016-11-30 14:55), 1.0 (2017-06-27 08:23), 1.1 (2017-06-27 18:15), 1.2 (2019-09-23 19:20), 1.3 (2019-09-24 12:10), 1.6 (2020-11-24 11:50)
Other packages that cited otrimle R package
View otrimle citation profile
Other R packages that otrimle depends, imports, suggests or enhances
Complete documentation for otrimle
Functions, R codes and Examples using the otrimle R package
Some associated functions: InitClust . banknote . generator.otrimle . kerndenscluster . kerndensmeasure . kerndensp . kmeanfun . otrimle . otrimleg . otrimlesimg . plot.otrimle . plot.rimle . rimle . 
Some associated R codes: constraints.R . ecm.R . init.R . misc.R . otrimle.R . otrimle_nc.R . plotting.R . printers.R . rimle.R . zzz.R .  Full otrimle package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
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  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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