Other packages > Find by keyword >

GridOnClusters  

Cluster-Preserving Multivariate Joint Grid Discretization
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GridOnClusters", "0.1.0.1")



Attach the package and use:
library("GridOnClusters")
Maintained by
Joe Song
[Scholar Profile | Author Map]
First Published: 2020-03-20
Latest Update: 2022-01-28
Description:
Discretize multivariate continuous data using a grid that captures the joint distribution via preserving clusters in the original data (Wang et al. 2020) . Joint grid discretization is applicable as a data transformation step to prepare data for model-free inference of association, function, or causality.
How to cite:
Joe Song (2020). GridOnClusters: Cluster-Preserving Multivariate Joint Grid Discretization. R package version 0.1.0.1, https://cran.r-project.org/web/packages/GridOnClusters. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.0.3 (2020-03-20 15:40), 0.0.6 (2020-03-28 02:10), 0.0.7 (2020-04-06 14:42), 0.0.8 (2020-09-15 19:10), 0.1.0 (2022-01-28 06:40)
Other packages that cited GridOnClusters R package
View GridOnClusters citation profile
Other R packages that GridOnClusters depends, imports, suggests or enhances
Complete documentation for GridOnClusters
Functions, R codes and Examples using the GridOnClusters R package
Some associated functions: cluster . discretize.jointly . plot.GridOnClusters . plotGOCpatterns . 
Some associated R codes: RcppExports.R . discretize_jointly.R . plot_patterns.R .  Full GridOnClusters package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for GridOnClusters010203040506070TrendBars

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  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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