Matching and Average Treatment Effect on Treatment Sample Clauses

Matching and Average Treatment Effect on Treatment. (ATT) This research selected Nearest Neighbour Matching (NNM), Stratification Matching(SM) and Radius Matching (RM) to estimate the treatment effects. Matching techniques were employed to assess ATT and compare the labour outcomes between untreated and treated agents for each subsample period. Then, the evolution of treatment effects over time could be reflected by comparing the differences in ATTs between 2008-2011 and 2012-2014. Finally, the robustness of the estimation was evaluated by the consistency of statistical results derived from each aforementioned matching technique.
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