Skip to main content

Table 6 Robustness checks - NB2-Logit

From: Immigration status and property crime: an application of estimators for underreported outcomes

  Other present 1 Other present 2 No weights 10-25 Violent crime
  (1) (2) (3) (4) (5)
  δ ̂ η ̂ δ ̂ η ̂ δ ̂ η ̂ δ ̂ η ̂ δ ̂ η ̂
Immigrant -0.475 0.189 -0.306 -0.094 -1.384*** 0.739 -1.448 0.888 -1.053*** 1.203
  (0.595) (0.972) (0.640) (0.931) (0.473) (0.740) (1.050) (1.329) (0.358) (0.900)
Age -0.619*** 0.910*** 0.422*** -0.939*** -0.659*** 0.976*** -0.388** 0.436** -0.091*** -0.023
  (0.180) (0.208) (0.145) (0.182) (0.163) (0.153) (0.168) (0.189) (0.011) (0.022)
Age 2 0.009*** -0.014*** -0.007*** 0.014*** 0.009*** -0.015***     
  (0.003) (0.003) (0.002) (0.003) (0.003) (0.002)     
Male 1.462*** -1.325** 0.125 1.139 1.777*** -1.505*** 0.270 0.96 -1.053 4.413
  (0.394) (0.659) (0.477) (0.708) (0.463) (0.568) (0.300) (1.060) (0.898) (5.654)
White 0.175 0.734 0.869 -0.525 -0.143 0.983 1.137 -0.532 0.073 0.933
  (0.662) (1.191) (0.611) (0.974) (0.656) (0.943) (0.990) (1.521) (0.594) (0.770)
South 0.860 -1.024 -0.270** 0.992 1.130* -1.501* 3.133 -3.937 0.27 -0.711
  (0.601) (0.902) (0.507) (0.771) (0.617) (0.812) (2.933) (3.067) (0.584) (1.081)
Midlands 0.161 0.519 0.694 -0.416 0.284 -0.035 -0.460 0.2 -0.121 -0.197
  (0.558) (0.995) (0.627) (0.878) (0.469) (0.730) (0.713) (1.009) (0.578) (1.111)
North 1.588** -1.373 -0.201 1.903 0.970 -1.002 0.545 -1.469 0.977 -1.297
  (0.711) (1.164) (0.575) (0.845) (0.648) (0.995) (0.460) (1.397) (0.842) (1.202)
Truthful       -1.144***   -2.868***   -4.992
       (0.353)   (0.722)   (20.032)
Other Present   -0.677   -0.600*       
   (0.533)   (0.349)       
Constant 7.572** -11.470*** -5.849*** 11.870*** 8.068*** -11.612*** 7.072 -6.238 2.188* 3.699
  (3.009) (3.664) (1.538) (2.799) (2.673) (2.365) (4.370) (5.371) (1.132) (21.341)
Sample size 11,604 11,604 11,604 4,981 11,640
Log likelihood -2,314.29 -2,314.61 -4,073.06 -1,109.34 -2,232.35
α ̂ 41.94*** 41.99*** 36.09*** 21.93*** 27.63***
p ̂ 0.448 0.464 0.422 0.189 0.561
  1. Quasi Maximum Likelihood Standard Errors in Parentheses. *, **, *** denote 10%, 5%, 1% level of significance respectively.