Other packages > Find by keyword >

ktaucenters  

Robust Clustering Procedures
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ktaucenters", "1.0.0")



Attach the package and use:
library("ktaucenters")
Maintained by
Juan Domingo Gonzalez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-03
Latest Update: 2024-01-16
Description:
A clustering algorithm similar to K-Means is implemented, it has two main advantages, namely (a) The estimator is resistant to outliers, that means that results of estimator are still correct when there are atypical values in the sample and (b) The estimator is efficient, roughly speaking, if there are no outliers in the sample, results will be similar to those obtained by a classic algorithm (K-Means). Clustering procedure is carried out by minimizing the overall robust scale so-called tau scale. (see Gonzalez, Yohai and Zamar (2019) ).
How to cite:
Juan Domingo Gonzalez (2019). ktaucenters: Robust Clustering Procedures. R package version 1.0.0, https://cran.r-project.org/web/packages/ktaucenters. Accessed 20 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:51), 0.1.0 (2019-08-03 10:20)
Other packages that cited ktaucenters R package
View ktaucenters citation profile
Other R packages that ktaucenters depends, imports, suggests or enhances
Complete documentation for ktaucenters
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ISR  
The Iterated Score Regression-Based Estimation
Algorithm to handle with PCA-based missing data, where ISR is for PCA-based missing data with high c ...
Download / Learn more Package Citations See dependency  
bgeva  
Binary Generalized Extreme Value Additive Models
Routine for fitting regression models for binary rare events with linear and nonlinear covariate eff ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
EvalEst  
Dynamic Systems Estimation - Extensions
Provides functions for evaluating (time series) model estimation methods. These facilitate Monte Ca ...
Download / Learn more Package Citations See dependency  
conStruct  
Models Spatially Continuous and Discrete Population Genetic Structure
A method for modeling genetic data as a combination of discrete layers, within each of which relate ...
Download / Learn more Package Citations See dependency  
MOTE  
Effect Size and Confidence Interval Calculator
Measure of the Effect ('MOTE') is an effect size calculator, including a wide variety of effect siz ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

76,898

Author Associations

29,081

Publication Badges

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