Package: first 2.1
Chaofan Huang
first: Factor Importance Ranking and Selection using Total Indices
A model-independent factor importance ranking and selection procedure based on total Sobol' indices. Please see Huang and Joseph (2025) <doi:10.1080/00401706.2025.2483531>. This research is supported by U.S. National Science Foundation grants DMS-2310637 and DMREF-1921873.
Authors:
first_2.1.tar.gz
first_2.1.tar.gz(r-4.7-any)first_2.1.tar.gz(r-4.6-any)
first_2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
first/json (API)
| # Install 'first' in R: |
| install.packages('first', 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:9049fe811e. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 102 | ||
| source / vignettes | OK | 155 | ||
| linux-release-x86_64 | OK | 104 | ||
| wasm-release | OK | 92 |
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Factor Importance Ranking and Selection using Total (Sobol') indices | first |
| Factor Ranking via Cumulative Variance that can be explained. | first.rank |
| Estimating Shapley Sobol' Effect from Data | shapleysobol.knn |
| Estimating Total Sobol' Indices from Data | totalsobol.knn |