correlRatio

<code>correlRatio</code> computes the correlation ratio between
 a quantitative variable and a qualitative variable

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.

Bertrand Iooss

sensitivity

Global Sensitivity Analysis of Model Outputs and Importance
Measures

Sebastien Da Veiga

Alexandre Janon

Gilles Pujol

correlRatio function

<dl> <dt>X</dt>
<dd>a vector containing the quantitative variable.</dd> <dt>y</dt>
<dd>a vector containing the qualitative variable (e.g. a factor).</dd></dl>

Arguments

Author

Correlation Ratio — correlRatio

<dl>

 <dt>X</dt>
<dd>a vector containing the quantitative variable.</dd>

 <dt>y</dt>
<dd>a vector containing the qualitative variable (e.g. a factor).</dd>

</dl>

correlRatio: Correlation Ratio

Description

Usage

Value

Arguments

Author

References

Examples