due to mismeasured variables. We consider sample merger by matching on identifiers that may be imperfect in the case that …

-- Experiments -- Matching -- Instrumental Variables -- Regression Discontinuity Design -- Panel Data and fixed effects -- Difference … packages for specific causal inference techniques like ggdag, Matching, rdrobust, dosearch etc. are used in the book. The book …, matching, panel data, difference-in-differences, regression discontinuity design, instrumental variables and meta …

discussed: traditional regression methods, matching, control function methods, instrumental variable and local instrumental …