Other packages > Find by keyword >

ClusTorus  

Prediction and Clustering on the Torus by Conformal Prediction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ClusTorus", "0.2.2")



Attach the package and use:
library("ClusTorus")
Maintained by
Seungki Hong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-10
Latest Update: 2022-01-04
Description:
Provides various tools of for clustering multivariate angular data on the torus. The package provides angular adaptations of usual clustering methods such as the k-means clustering, pairwise angular distances, which can be used as an input for distance-based clustering algorithms, and implements clustering based on the conformal prediction framework. Options for the conformal scores include scores based on a kernel density estimate, multivariate von Mises mixtures, and naive k-means clusters. Moreover, the package provides some basic data handling tools for angular data.
How to cite:
Seungki Hong (2021). ClusTorus: Prediction and Clustering on the Torus by Conformal Prediction. R package version 0.2.2, https://cran.r-project.org/web/packages/ClusTorus. Accessed 02 Feb. 2025.
Previous versions and publish date:
0.0.1 (2021-02-10 12:10), 0.1.1 (2021-06-30 09:30), 0.1.3 (2021-07-26 11:10), 0.2.0 (2021-12-16 14:12), 0.2.1 (2021-12-17 10:12)
Other packages that cited ClusTorus R package
View ClusTorus citation profile
Other R packages that ClusTorus depends, imports, suggests or enhances
Complete documentation for ClusTorus
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

CPNCoverageAnalysis  
Conceptual Properties Norming Studies as Parameter Estimation
Implementation of conceptual properties norming studies, including estimates of CPNs parameters with ...
Download / Learn more Package Citations See dependency  
cleandata  
To Inspect and Manipulate Data; and to Keep Track of This Process
Functions to work with data frames to prepare data for further analysis. The functions for imputati ...
Download / Learn more Package Citations See dependency  
bndovb  
Bounding Omitted Variable Bias Using Auxiliary Data
Functions to implement a Hwang(2021) estimator, which bounds an omitted v ...
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  
mbmixture  
Microbiome Mixture Analysis
Evaluate whether a microbiome sample is a mixture of two samples, by fitting a model for the number ...
Download / Learn more Package Citations See dependency  
listcompr  
List Comprehension for R
Syntactic shortcuts for creating synthetic lists, vectors, data frames, and matrices using list com ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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