fasano.franceschini.test: Fasano-Franceschini Test: A 2-D Kolmogorov-Smirnov Two-Sample Test

An implementation of the 2-D Kolmogorov-Smirnov (KS) two-sample test as defined by Fasano and Franceschini (Fasano and Franceschini 1987). The 'fasano.franceschini.test' package provides three improvements over the current 2-D KS test on the Comprehensive R Archive Network (CRAN): (i) the Fasano and Franceschini test has been shown to run in O(n^2) versus the Peacock implementation which runs in O(n^3); (ii) the package implements a procedure for handling ties in the data; and (iii) the package implements a parallelized permutation procedure for improved significance testing. Ultimately, the 'fasano.franceschini.test' package presents a robust statistical test for analyzing random samples defined in 2-dimensions.

Package details

AuthorElan Ness-Cohn [aut, cre] (<https://orcid.org/0000-0002-3935-6667>), Rosemary Braun [ctb, ths] (<https://orcid.org/0000-0001-9668-9866>)
MaintainerElan Ness-Cohn <elanness-cohn2017@u.northwestern.edu>
LicenseMIT + file LICENSE
URL https://github.com/nesscoder/fasano.franceschini.test
Package repositoryView on CRAN
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fasano.franceschini.test documentation built on Sept. 5, 2021, 6:02 p.m.