GraphRankTest: Rank in Similarity Graph Edge-Count Two-Sample Test (RISE)
Implements the Rank In Similarity Graph Edge-count two-sample test (RISE) for high-dimensional and non-Euclidean data. The method constructs similarity-based graphs, such as k-nearest neighbor graph (k-NNG), k-minimum spanning tree (k-MST), and k-minimum distance non-bipartite pairing (k-MDP), and evaluates rank-based within-sample edge counts with asymptotic and permutation p-values. For methodological details, see Zhou and Chen (2023) <https://proceedings.mlr.press/v195/zhou23a.html>.
| Version: | 0.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats,ade4,nbpMatching |
| Suggests: | testthat (≥ 3.0.0),rmarkdown |
| Published: | 2025-11-12 |
| DOI: | 10.32614/CRAN.package.GraphRankTest |
| Author: | Doudou Zhou [aut, cre], Hao Chen [aut] |
| Maintainer: | Doudou Zhou <ddzhou at nus.edu.sg> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://proceedings.mlr.press/v195/zhou23a.html |
| NeedsCompilation: | no |
| CRAN checks: | GraphRankTest results |
Documentation:
| Reference manual: | GraphRankTest.html ,GraphRankTest.pdf |
Downloads:
| Package source: | GraphRankTest_0.1.tar.gz |
| Windows binaries: | r-devel:GraphRankTest_0.1.zip, r-release:GraphRankTest_0.1.zip, r-oldrel:GraphRankTest_0.1.zip |
| macOS binaries: | r-release (arm64):GraphRankTest_0.1.tgz, r-oldrel (arm64):GraphRankTest_0.1.tgz, r-release (x86_64):GraphRankTest_0.1.tgz, r-oldrel (x86_64):GraphRankTest_0.1.tgz |
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