Package: OrdinalCompositions 0.1.0

Nicola Piras
OrdinalCompositions: Wasserstein-Based Regression for Ordinal Compositional Data
Tools analyzing regression models for ordinal compositional data using Wasserstein-based distances. The package includes linear programming solvers under simplex constraints, tensor product constructions and performance metrics.
Authors:
OrdinalCompositions_0.1.0.tar.gz
OrdinalCompositions_0.1.0.tar.gz(r-4.7-any)OrdinalCompositions_0.1.0.tar.gz(r-4.6-any)
OrdinalCompositions_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
OrdinalCompositions/json (API)
| # Install 'OrdinalCompositions' in R: |
| install.packages('OrdinalCompositions', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- CitySatisf - City Life Satisfaction Dataset
- educFM - Education level of father
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:339461178e. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 109 | ||
| source / vignettes | OK | 239 | ||
| linux-release-x86_64 | OK | 112 | ||
| wasm-release | OK | 107 |
Exports:compute_R2compute_wfrechet_meandefault_lambda_gridOCCopiordinal_regression_simplexsafe_dirichletselect_lambdasolve_simplex_lptensor_productwdwd_matrix
Dependencies:extraDistrlpSolveAPIRcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| City Life Satisfaction Dataset | CitySatisf |
| Wasserstein R-squared | compute_R2 |
| Compute the Wasserstein Fréchet mean of compositional data | compute_wfrechet_mean |
| Lambda grid | default_lambda_grid |
| Education level of father (F) and mother (M) | educFM |
| Ordinal Correlation Coefficient (OCC) | OCC |
| Ordinal Preservation Index | opi |
| Ordinal Compositional Regression on the Simplex | ordinal_regression_simplex |
| Safe Dirichlet Sampling | safe_dirichlet |
| Selection of Regularization Parameters | select_lambda |
| Solve Simplex-Constrained Linear Program | solve_simplex_lp |
| Tensor Product of Compositions | tensor_product |
| Weighted Wasserstein Distance (W1) | wd |
| Matrix Wasserstein Distance | wd_matrix |