Package: GraphRankTest 0.1

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>.

Authors:Doudou Zhou [aut, cre], Hao Chen [aut]