Package: first 1.1
Chaofan Huang
first: Factor Importance Ranking and Selection using Total Indices
A model-independent factor importance ranking and selection procedure that is based on total Sobol' indices. Please see Huang and Joseph (2024) <arxiv:2401.00800>. This research is supported by U.S. National Science Foundation grants DMS-2310637 and DMREF-1921873.
Authors:
first_1.1.tar.gz
first_1.1.tar.gz(r-4.5-noble)first_1.1.tar.gz(r-4.4-noble)
first_1.1.tgz(r-4.4-emscripten)first_1.1.tgz(r-4.3-emscripten)
first.pdf |first.html✨
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 10 months agofrom:42be9ebbd2. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 13 2024 |
| R-4.5-linux | OK | Dec 13 2024 |
Exports:firsttotalsobol.knn
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Factor Importance Ranking and Selection using Total (Sobol') indices | first |
| Estimating Total Sobol' Indices from Data | totalsobol.knn |