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GraphRankTest
View on CRAN: Click
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Download and install GraphRankTest package within the R console
Install from CRAN:
install.packages("GraphRankTest")
Install from Github:
library("remotes")
install_github("cran/GraphRankTest") Install by package version:
library("remotes")
install_version("GraphRankTest", "0.1") Attach the package and use:
library("GraphRankTest")
Maintained by
Doudou Zhou
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First Published: 2025-11-12
Latest Update: 2025-11-12
Description:
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>.
How to cite:
Doudou Zhou (2025). GraphRankTest: Rank in Similarity Graph Edge-Count Two-Sample Test (RISE). R package version 0.1, https://cran.r-project.org/web/packages/GraphRankTest. Accessed 15 Mar. 2026.
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