Ab Testing, Experiment, Data Science, Machine Learning.
blue line represents the expected effect size. The orange line is when there is no effect. We can immediately notice that in a lot of our bootstrapped experiments, we failed to detect an effect when it is there. What happens when we add income as a covariate to the model? The figure below shows