Other packages > Find by keyword >

distanceHD  

Distance Metrics for High-Dimensional Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("distanceHD", "1.2")



Attach the package and use:
library("distanceHD")
Maintained by
Jung Ae Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-30
Latest Update: 2025-01-31
Description:
We provide three distance metrics for measuring the separation between two clusters in high-dimensional spaces. The first metric is the centroid distance, which calculates the Euclidean distance between the centers of the two groups. The second is a ridge Mahalanobis distance, which incorporates a ridge correction constant, alpha, to ensure that the covariance matrix is invertible. The third metric is the maximal data piling distance, which computes the orthogonal distance between the affine spaces spanned by each class. These three distances are asymptotically interconnected and are applicable in tasks such as discrimination, clustering, and outlier detection in high-dimensional settings.
How to cite:
Jung Ae Lee (2025). distanceHD: Distance Metrics for High-Dimensional Clustering. R package version 1.2, https://cran.r-project.org/web/packages/distanceHD. Accessed 13 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:32), 1.0 (2025-01-30 19:50)
Other packages that cited distanceHD R package
View distanceHD citation profile
Other R packages that distanceHD depends, imports, suggests or enhances
Complete documentation for distanceHD
Functions, R codes and Examples using the distanceHD R package
Full distanceHD package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
saeMSPE  
Computing MSPE Estimates in Small Area Estimation
We describe a new R package entitled 'saeMSPE' for the well-known Fay Herriot model and nested error ...
Download / Learn more Package Citations See dependency  
oii  
Crosstab and Statistical Tests for OII MSc Stats Course
Provides simple crosstab output with optional statistics (e.g., Goodman-Kruskal Gamma, Somers' d, an ...
Download / Learn more Package Citations See dependency  
cmdfun  
Framework for Building Interfaces to Shell Commands
Writing interfaces to command line software is cumbersome. 'cmdfun' provides a framework for buildi ...
Download / Learn more Package Citations See dependency  
TSEwgt  
Total Survey Error Under Multiple, Different Weighting Schemes
Calculates total survey error (TSE) for a survey under multiple, different weighting schemes, using ...
Download / Learn more Package Citations See dependency  
tvmComp  
Discounting and Compounding Calculations for Various Scenarios
Functions for compounding and discounting calculations included here serve as a complete reference f ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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