Optimal Transport Based Testing in Factorial Designs

Perform optimal transport based tests in factorial designs as introduced in Groppe et al. (2025) 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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("FDOTT")

0.2.0 by Michel Groppe, 2 months ago


Browse source code at https://github.com/cran/FDOTT


Authors: Michel Groppe [aut, cre] , Linus Niemöller [aut]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports Rcpp, ROI, future.apply, progressr, transport, slam, rrapply, stats, methods

Suggests ROI.plugin.glpk, future

Linking to Rcpp, RcppArmadillo


See at CRAN