Variables

LPM

Probit Model1

Probit Model2

Probit Model3

Probit Model4

Fraction of education E to the TE

0.455***

(0.001)

1.103***

(0.000)

1.037***

(0.000)

1.248***

(0.000)

1.182***

(0.000)

Fraction of health E to the TE

0.029

(0845)

−0.385***

(0.002)

−0.190*

(0.130)

0.038

(0.777)

0.064

(0.639)

Fraction of the food E to the TE

−0.088

(0.488)

−0.453***

(0.000)

−0.230**

(0.025)

−0.055

(0.621)

−0.023

(0.836)

Fraction of the recreation E to the TE

−0.234

(0.671)

0.022

(0.987)

−0.385

(0.779)

0.186

(0.911)

0.326

(0.851)

Fraction of the alcohol and tobacco E to the TE

−0.337**

(0.047)

−0.627***

(0.000)

−0.362***

(0.006)

−0.211*

(0.133)

−0.157

(0.266)

Fraction of the transportation E to the TE

0.097

(0.493)

−0.183

(0.141)

−0.011

(0.926)

0.121

(0.364)

0.156

(0.242)

Fraction of the communication E to the TE

−0.086

(0.718)

−0.014

(0.941)

−0.120

(0.560)

−0.095

(0.630)

−0.107

(0.587)

Number of obs

Log likelihood

Prpb > chi2/Prob > F

Pseudo R²/R²

3860

0.000

0.138

4120

−1608.5

0.000

0.117

4118

−1551.7

0.000

0.148

3854

−1460.8

0.000

0.166

3854

−1449.0

0.000

0.173