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 02 Nov. 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

SemiEstimate  
Solve Semi-Parametric Estimation by Implicit Profiling
Semi-parametric estimation problem can be solved by two-step Newton-Raphson iteration. The implicit ...
Download / Learn more Package Citations See dependency  
VFP  
Variance Function Program
Variance function estimation for models proposed by W. Sadler in his variance function program ('VF ...
Download / Learn more Package Citations See dependency  
aws.translate  
Client for 'AWS Translate'
A client for 'AWS Translate' , a machine translation ...
Download / Learn more Package Citations See dependency  
palaeoverse  
Prepare and Explore Data for Palaeobiological Analyses
Provides functionality to support data preparation and exploration for palaeobiological analyses, i ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
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  

29,315

R Packages

247,686

Dependencies

77,531

Author Associations

29,316

Publication Badges

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