for video lecture of this materials: https://www.youtube.com/watch?v=tOguq_esmk8
additional materials are available at
https://www.bradyneal.com/causal-inference-course#prerequisites https://simons.berkeley.edu/workshops/causality-boot-camp/schedule#simons-tabs