The Design
What we can do with the nice setup where we can recover the Causal Effect from the Observed Association under a lot of stringent assumptions.
Randomization
So far, a Big Consideration is to divorce potential outcomes from assignment. Randomization allows us to do this and gives us Exchangeability by design.