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.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1) |
| Imports: | Rcpp (≥ 1.0.12), ROI, future.apply, progressr, transport, slam, rrapply, stats, methods |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | ROI.plugin.glpk, future |
| Published: | 2025-10-01 |
| DOI: | 10.32614/CRAN.package.FDOTT |
| Author: | Michel Groppe [aut, cre], Linus Niemöller [aut] |
| Maintainer: | Michel Groppe <michel.groppe at uni-goettingen.de> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | yes |
| Citation: | FDOTT citation info |
| CRAN checks: | FDOTT results |
| Reference manual: | FDOTT.html , FDOTT.pdf |
| Package source: | FDOTT_0.1.0.tar.gz |
| Windows binaries: | r-devel: FDOTT_0.1.0.zip, r-release: FDOTT_0.1.0.zip, r-oldrel: FDOTT_0.1.0.zip |
| macOS binaries: | r-release (arm64): FDOTT_0.1.0.tgz, r-oldrel (arm64): FDOTT_0.1.0.tgz, r-release (x86_64): FDOTT_0.1.0.tgz, r-oldrel (x86_64): FDOTT_0.1.0.tgz |
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