What is Effect Size?

Recently, I discussed statistical significance and what it does and doesn’t tell you. One thing it does not tell us is the strength of an observed difference between groups. For that, we need effect size. Effect size tells us the size of a difference, the strength of a relationship, the impact of an intervention, the power of signal relative to noise, a…