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 Ì‚

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.