Other packages > Find by keyword >

independence  

Fast Rank-Based Independence Testing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("independence", "1.0.1")



Attach the package and use:
library("independence")
Maintained by
Chaim Even-Zohar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-24
Latest Update:
Description:
Performs three ranking-based nonparametric tests for theindependence of two continuous variables1 the classical Hoeffdings D test2 a refined variant of it named R3 the Bergsma-Dassios T sign covariance.The first test is consistent assuming anabsolutely continuous bivariate distributioni.e. the population coefficient D0iff the variables are independent.The latter two are consistentunder no restriction on the distribution.All three statistics are computedin time On log n given n iid paired samples.The computation of R and T uses a new algorithmfollowing work of Even-Zohar and Leng 2019see arXiv2010.09712 arXiv1911.01414.
How to cite:
Chaim Even-Zohar (2020). independence: Fast Rank-Based Independence Testing. R package version 1.0.1, https://cran.r-project.org/web/packages/independence. Accessed 22 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:49), 1.0.1 (2020-11-05 11:40), 1.0 (2020-08-24 17:50)
Other packages that cited independence R package
View independence citation profile
Other R packages that independence depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
heatmaply  
Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'
Create interactive cluster 'heatmaps' that can be saved as a stand- alone HTML file, embedded in 'R ...
Download / Learn more Package Citations See dependency  
odns  
Access Scottish Health and Social Care Open Data
Allows potential users of Scottish Health and Social Care Open Data ( ...
Download / Learn more Package Citations See dependency  
Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
jointseg  
Joint Segmentation of Multivariate (Copy Number) Signals
Methods for fast segmentation of multivariate signals into piecewise constant profiles and for gene ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

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