Data Science, Causal Inference, Statistics, Towards Data Science.
A_1. This is the assumption that says “The data came from a randomized controlled trial”. If this assumption is true, you will observe a random subset of the distribution of Ya=0 in the group where A=0, and a random subset of the distribution of Ya=1 in the group where A=1. Assumption3: positivity