Implements a model-free variable importance measure based on proportional marginal effects estimated from noisy input-output data. See Cho and Joseph (2026) <doi:10.48550/arXiv.2610.17053> for details.
| Version: | 0.5.5 |
| Depends: | R (≥ 4.2.0) |
| Imports: | FNN, MASS, parallel, Rcpp |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat (≥ 3.0.0), twinning |
| Published: | 2026-10-22 |
| DOI: | 10.32614/CRAN.package.prime (may not be active yet) |
| Author: | Youngseo Cho [aut, cre, cph], V. Roshan Joseph [aut, cph] |
| Maintainer: | Youngseo Cho <josun at gatech.edu> |
| BugReports: | https://github.com/ChoYoungSeo/prime-importance-r/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/ChoYoungSeo/prime-importance-r |
| NeedsCompilation: | yes |
| Citation: | prime citation info |
| Materials: | NEWS |
| CRAN checks: | prime results |
| Reference manual: | prime.html , prime.pdf |
| Package source: | prime_0.5.5.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
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