Inference after matching: clustered and matched-set boostrap standard errors
| Outcome | ATT_Cluster (1) | SE_Cluster (2) | Pvalue_Cluster (3) | ATT_boot (4) | SE_boot (5) | Pvalue_boot (6) |
|---|---|---|---|---|---|---|
| Contract duration | 119.5174 | 21.86555 | 0.00 | 120.3417 | 16.02326 | 0.00 |
| Monthly Salary 2017 (€) | 186.0692 | 33.13059 | 0.00 | 187.7505 | 26.10446 | 0.00 |
| Monthly Salary 2018 (€) | 222.3907 | 42.16642 | 0.00 | 225.0969 | 33.39868 | 0.00 |
| Monthly Salary 2019 (€) | 223.8998 | 45.92191 | 0.00 | 226.7438 | 34.36518 | 0.00 |
| Outcome | ATT_Cluster (1) | SE_Cluster (2) | Pvalue_Cluster (3) | ATT_boot (4) | SE_boot (5) | Pvalue_boot (6) |
|---|---|---|---|---|---|---|
| Contract duration | 119.5174 | 21.86555 | 0.00 | 120.3417 | 16.02326 | 0.00 |
| Monthly Salary 2017 (€) | 186.0692 | 33.13059 | 0.00 | 187.7505 | 26.10446 | 0.00 |
| Monthly Salary 2018 (€) | 222.3907 | 42.16642 | 0.00 | 225.0969 | 33.39868 | 0.00 |
| Monthly Salary 2019 (€) | 223.8998 | 45.92191 | 0.00 | 226.7438 | 34.36518 | 0.00 |
ATT estimates are obtained after propensity score matching. Columns (1)–(3) report ATT estimates, robust standard errors, and p-values computed using standard errors clustered at the matched-set (subclass) level, allowing for arbitrary correlation within each matching set. Columns (4)–(6) report ATT estimates, standard errors, and p-values obtained from a matched-set bootstrap, where resampling is performed at the level of matched sets rather than individual observations. This procedure preserves the dependence structure induced by the matching process
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