18. Causal inference and randomized experiments

18.1 Basics of causal inference

18.2 Average causal effects

18.3 Randomized experiments

18.4 Sampling distributions, randomization distributions, and bias in estimation

18.5 Using additional information in experimental design

18.6 Properties, assumptions, and limitations of randomized experiments

18.7 Bibliographic note

18.8 Exercises