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Table 10 Alternative estimation strategies, 2SLS

From: Do immigrants squeeze natives out of bad schedules? Evidence from Italy

  (1) (2) (3) (4)
Estimation Technique Baseline Probit Donald‐Lang Donald‐Lang
Source of Foreign Population Measure Baseline Baseline Baseline Baseline
log (Foreign Population) ‐0.020*** ‐0.022*** ‐0.020*** ‐0.021***
  (0.006) (0.006) (0.004) (0.006)
log (Total Population) in Province YES YES YES NO
Individual & household chars YES YES YES YES
Sectoral Dummies YES YES YES YES
Trimester FE YES YES YES YES
Region‐Year FE YES YES YES NO
Region FE NO NO NO YES
Year FE NO NO NO YES
Province Characteristics as of 1995 YES YES YES YES
Observations 684,530 684,530 285 95
Standard errors in parentheses
*** p<0.01, ** p<0.05, * p<0.1
  1. Notes: The sample considered is the overall working age population (15‐64) employed at the time of the interview. All estimates follow the baseline specification (see col.4, Table 1). Standard errors are clustered at the province level. The data sources are LFS (2006‐2008), Municipal Records (2006‐2008), ISTAT Province Accounts (1995) and Minister of Interior for Residence Permits issued at the province level as of 1995.