21. Additional topics in causal inference

21.1 Estimating causal effects indirectly using instrumental variables

21.2 Instrumental variables in a regression framework

21.3 Regression discontinuity: known assignment mechanism but no overlap

21.4 Identification using variation within or between groups

21.5 Causes of effects and effects of causes

21.6 Bibliographic note

21.7 Exercises