Package: FDOTT 0.1.0
Michel Groppe
FDOTT: Optimal Transport Based Testing in Factorial Design
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.
Authors:
FDOTT_0.1.0.tar.gz
FDOTT_0.1.0.tar.gz(r-4.7-arm64)FDOTT_0.1.0.tar.gz(r-4.7-x86_64)FDOTT_0.1.0.tar.gz(r-4.6-arm64)FDOTT_0.1.0.tar.gz(r-4.6-x86_64)
FDOTT_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
FDOTT/json (API)
| # Install 'FDOTT' in R: |
| install.packages('FDOTT', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:438b5cde6b. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 134 | ||
| linux-devel-x86_64 | OK | 131 | ||
| source / vignettes | OK | 193 | ||
| linux-release-arm64 | OK | 138 | ||
| linux-release-x86_64 | OK | 141 | ||
| wasm-release | OK | 124 |
Exports:cost_matrix_lpFDOTTFDOTT_HSDis_metric_cost_matot_barycenterot_barycenter_testot_cost_sgnot_test_lp_solversimulate_finite_FDOTTsimulate_finite_ot_barycenter_testsimulate_limit_FDOTT_altsimulate_limit_FDOTT_nullsimulate_limit_ot_barycenter_test_altsimulate_limit_ot_barycenter_test_nulltab_sample
Dependencies:backportscheckmatecodetoolsdata.tabledigestfuturefuture.applyglobalslistenvparallellyprogressrRcppRcppArmadilloRcppEigenregistryROIrrapplyslamtransport
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Cost Matrix of l^p-Form. | cost_matrix_lp |
| Test linear relationships between probability vectors in factorial designs | FDOTT |
| Test multiple linear relationships between probability vectors in factorial designs | FDOTT_HSD |
| Check metric properties of cost matrices | is_metric_cost_mat |
| Compute optimal transport barycenters | ot_barycenter |
| Test equality of probability vectors | ot_barycenter_test |
| Compute optimal transport costs for signed measures | ot_cost_sgn |
| Control 'FDOTT' linear programming solver | ot_test_lp_solver |
| Simulations for 'FDOTT' | simulate_finite_FDOTT simulate_limit_FDOTT_alt simulate_limit_FDOTT_null |
| Simulations for 'ot_barycenter_test' | simulate_finite_ot_barycenter_test simulate_limit_ot_barycenter_test_alt simulate_limit_ot_barycenter_test_null |
| Generate tabulated samples from probability vectors | tab_sample |