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Factor Importance Ranking and Selection using Total Indices

v2.1 · Sep 1, 2025 · GPL (>= 2)

Description

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.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies FNN twinning first

Version History

new 2.1 Mar 10, 2026
updated 2.1 ← 2.0 diff Aug 31, 2025
updated 2.0 ← 1.1 diff May 25, 2025
updated 1.1 ← 1.0 diff Feb 15, 2024
new 1.0 Jan 9, 2024