DataSimilarity: Quantifying Similarity of Datasets and Multivariate Two- Andk-Sample Testing
A collection of methods for quantifying the similarity of two or more datasets, many of which can be used for two- or k-sample testing. It provides newly implemented methods as well as wrapper functions for existing methods that enable calling many different methods in a unified framework. The methods were selected from the review and comparison of Stolte et al. (2024) <doi:10.1214/24-SS149>.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | boot, stats |
| Suggests: | ade4,approxOT,Ball,caret,clue,cramer,crossmatch,dbscan,densratio,DWDLargeR,e1071,Ecume,energy,expm,FNN,gTests,gTestsMulti,HDLSSkST,hypoRF,kernlab,kerTests,KMD,knitr,LPKsample,Matrix,mvtnorm,nbpMatching,pROC,purrr,randtoolbox,rlemon,rpart,rpart.plot,testthat,nnet |
| Published: | 2025-06-16 |
| DOI: | 10.32614/CRAN.package.DataSimilarity |
| Author: | Marieke Stolte [aut, cre, cph], Luca Sauer [aut], David Alvarez-Melis [ctb] (Original python implementation of OTDD, <https://github.com/microsoft/otdd.git>), Nabarun Deb [ctb] (Original implementation of rank-based Energy test (DS), <https://github.com/NabarunD/MultiDistFree.git>), Bodhisattva Sen [ctb] (Original implementation of rank-based Energy test (DS), <https://github.com/NabarunD/MultiDistFree.git>) |
| Maintainer: | Marieke Stolte <stolte at statistik.tu-dortmund.de> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | ChangeLog |
| CRAN checks: | DataSimilarity results |
Documentation:
| Reference manual: | DataSimilarity.html ,DataSimilarity.pdf |
| Vignettes: | Details on methods and implementations (source,R code) Getting Started with DataSimilarity (source,R code) |
Downloads:
| Package source: | DataSimilarity_0.2.0.tar.gz |
| Windows binaries: | r-devel:DataSimilarity_0.2.0.zip, r-release:DataSimilarity_0.2.0.zip, r-oldrel:DataSimilarity_0.2.0.zip |
| macOS binaries: | r-release (arm64):DataSimilarity_0.2.0.tgz, r-oldrel (arm64):DataSimilarity_0.2.0.tgz, r-release (x86_64):DataSimilarity_0.2.0.tgz, r-oldrel (x86_64):DataSimilarity_0.2.0.tgz |
| Old sources: | DataSimilarity archive |
Linking:
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