Intraclass Correlation Coefficient (ICC)

The Intraclass Correlation Coefficient (ICC) is a metric indicating the proportion of variance attributable to a grouping variable in a dataset. The formula for the ICC is:

$$\text{ICC}=\frac{{\sigma }_0^2}{{\sigma }_{total}^2}$$

where ${\sigma }_0^2$ represents the between-group variance.