A less biased estimator of the variance explained in the population.
https://en.wikipedia.org/wiki/Effect_size#Omega-squared_.28.CF.892.29
SSt - dft * MSE
ω² = ---------------
SST + MSE
where:
SSt = sum of squares treatment
SST = sum of squares total
dft = degrees of freedom treatment
MSE = Mean squares error