Data Science, Statistics, Machine Learning, AI, Experiment.
two groups, we will see two overlapping distributions as my drawing show below. The PS score distribution will likely look different in the two groups and that is expected! What we want to compare Apple-to-Apple is the “matched” area. Image by the author: distributions of ps score between treatment