Other packages > Find by keyword >

twosamples  

Fast Permutation Based Two Sample Tests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("twosamples", "2.0.1")



Attach the package and use:
library("twosamples")
Maintained by
Connor Dowd
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-12-03
Latest Update: 2023-06-23
Description:
Fast randomization based two sample tests. Testing the hypothesis that two samples come from the same distribution using randomization to create p-values. Included tests are: Kolmogorov-Smirnov, Kuiper, Cramer-von Mises, Anderson-Darling, Wasserstein, and DTS. The default test (two_sample) is based on the DTS test statistic, as it is the most powerful, and thus most useful to most users. The DTS test statistic builds on the Wasserstein distance by using a weighting scheme like that of Anderson-Darling. See the companion paper at <doi:10.48550/arXiv.2007.01360> or <https://codowd.com/public/DTS.pdf> for details of that test statistic, and non-standard uses of the package (parallel for big N, weighted observations, one sample tests, etc). We also include the permutation scheme to make test building simple for others.
How to cite:
Connor Dowd (2018). twosamples: Fast Permutation Based Two Sample Tests. R package version 2.0.1, https://cran.r-project.org/web/packages/twosamples. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:15), 1.0.0 (2018-12-03 10:30), 1.1.0 (2020-07-14 09:40), 1.1.1 (2020-07-19 16:10), 1.2.0 (2022-06-07 01:20), 2.0.0 (2022-07-12 05:20)
Other packages that cited twosamples R package
View twosamples citation profile
Other R packages that twosamples depends, imports, suggests or enhances
Complete documentation for twosamples
Functions, R codes and Examples using the twosamples R package
Some associated functions: ad_test . combine.twosamples . cvm_test . ks_test . kuiper_test . permutation_test_builder . plot.twosamples . two_sample . twosamples_class . wass_test . 
Some associated R codes: class.R . cpp11.R . documentation.R . misc.R . two_samples.R .  Full twosamples package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

colorfindr  
Extract Colors from Windows BMP, JPEG, PNG, TIFF, and SVG Format Images
Extracts colors from various image types, returns customized reports and plots treemaps and 3D scat ...
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  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
abc.data  
Data Only: Tools for Approximate Bayesian Computation (ABC)
Contains data which are used by functions of the 'abc' package. ...
Download / Learn more Package Citations See dependency  
dineR  
Differential Network Estimation in R
An efficient and convenient set of functions to perform differential network estimation through the ...
Download / Learn more Package Citations See dependency  
metafor  
Meta-Analysis Package for R
A comprehensive collection of functions for conducting meta-analyses in R. The package includes func ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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