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Factor Importance Ranking and Selection using Total Indices
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install.packages("first")

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library("remotes")
install_github("cran/first")

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library("remotes")
install_version("first", "2.1")



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Maintained by
Chaofan Huang
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All associated links for this package
First Published: 2024-01-10
Latest Update: 2025-05-26
Description:
A model-independent factor importance ranking and selection procedure that is based on total Sobol' indices. Please see Huang and Joseph (2024) . This research is supported by U.S. National Science Foundation grants DMS-2310637 and DMREF-1921873.
How to cite:
Chaofan Huang (2024). first: Factor Importance Ranking and Selection using Total Indices. R package version 2.1, https://cran.r-project.org/web/packages/first. Accessed 23 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:38), 1.0 (2024-01-10 20:23), 1.1 (2024-02-16 05:30), 2.0 (2025-05-26 20:50)
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Complete documentation for first
Functions, R codes and Examples using the first R package
Some associated functions: first . totalsobol.knn . 
Some associated R codes: first.R .  Full first package functions and examples
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