sensitivity (version 1.30.0)

Global Sensitivity Analysis of Model Outputs and Importance Measures

Description

A collection of functions for sensitivity analysis of model outputs (factor screening, global sensitivity analysis and robustness analysis), for variable importance measures of data, as well as for interpretability of machine learning models. Most of the functions have to be applied on scalar output, but several functions support multi-dimensional outputs.

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Install

install.packages('sensitivity')

Monthly Downloads

2,278

Version

1.30.0

License

GPL-2

Maintainer

Last Published

January 21st, 2024

Functions in sensitivity (1.30.0)