GraphRankTest (version 0.1)
Rank in Similarity Graph Edge-Count Two-Sample Test (RISE)
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)
.