Causal inference and experimental design

• This syllabus: https://macartan.github.io/ci/syllabus.pdf

• All slides

  • Intro
  • Design declaration
  • Causality
  • Estimands and Identification
  • Frequentists inference
  • Bayesian inference
  • Experimental design
  • Design evaluation
  • Topics (Diff in Diff, RDD, IV, other)
  • Workflows

• Puzzles: https://macartan.github.io/ci/exercises.html

• Student survey