correlRatio {sensitivity} | R Documentation |
Correlation Ratio
Description
correlRatio
computes the correlation ratio between
a quantitative variable and a qualitative variable
Usage
correlRatio(X, y)
Arguments
X |
a vector containing the quantitative variable. |
y |
a vector containing the qualitative variable (e.g. a factor). |
Value
The value of the correlation ratio
Author(s)
Bertrand Iooss
References
L. Clouvel, B. Iooss, V. Chabridon, M. Il Idrissi and F. Robin, 2024, An overview of variance-based importance measures in the linear regression context: comparative analyses and numerical tests, Preprint. https://hal.science/hal-04102053
Examples
x <- runif(100)
y <- round(x)
correlRatio(x,y)
[Package sensitivity version 1.30.1 Index]