-- 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 …

market on productivity and employment with firm-level data using matching and difference-in-difference techniques. We end up …

-based matching and weighting estimators frequently applied to evaluate the average treatment effect on the treated. We analyse both … ones in terms of size and power for both matching and weighting estimators. Furthermore, the results are qualitatively …

. Econometrically, we combine a difference-in-difference (DID) approach with propensity score matching estimators. Our estimation …