Package: FDOTT
Type: Package
Title: Optimal Transport Based Testing in Factorial Design
Version: 0.1.0
Date: 2025-09-24
Authors@R: c(person(given = "Michel", family = "Groppe", role = c("aut", "cre"),
                    email = "michel.groppe@uni-goettingen.de"),
             person(given = "Linus", family = "Niemöller", role = "aut"))
Description: Perform optimal transport based tests in factorial designs as introduced in Groppe et al. (2025) <doi:10.48550/arXiv.2509.13970> via the FDOTT() function. These tests are inspired by ANOVA and its nonparametric counterparts. They allow for testing linear relationships in factorial designs between finitely supported probability measures on a metric space. Such relationships include equality of all measures (no treatment effect), interaction effects between a number of factors, as well as main and simple factor effects.
License: GPL (>= 3)
Imports: Rcpp (>= 1.0.12), ROI, future.apply, progressr, transport,
        slam, rrapply, stats, methods
Depends: R (>= 4.1)
Suggests: ROI.plugin.glpk, future
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.3.3
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2025-09-24 13:04:29 UTC; mgroppe
Author: Michel Groppe [aut, cre],
  Linus Niemöller [aut]
Maintainer: Michel Groppe <michel.groppe@uni-goettingen.de>
Repository: CRAN
Date/Publication: 2025-10-01 07:00:20 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-25 16:55:36 UTC; unix
Archs: FDOTT.so.dSYM
