Optimization terminated successfully.

Current function value: 0.026716

Iterations 10

Results: Logit

Model:

Logit

Pseudo R-squared:

0.538

Dependent variable:

y

AIC:

3402.9056

Date:

2019/2/1 19:57

BIC:

3574.8652

No. observations:

62976

Log-Likelihood:

−1682.5

Df Model:

18

LL-Null:

−3642.2

Df residuals:

62957

LLR p-value:

0.0000

Converged:

1.0000

Scale:

1.0000

No. iterations:

10.0000

Coef.

Std.Err.

z

P > |z|

[0.025

0.975]

Const

−6.3268

0.0932

−67.8687

0.0000

−6.5096

−6.1441

x1

−0.3722

0.1000

−3.7566

0.0002

−0.5714

−0.1796

x2

0.4580

0.0533

8.5863

0.0000

0.3534

0.5625

x3

−0.5297

0.0607

−8.7208

0.0000

−0.6488

−0.4107

x4

0.5835

0.0386

15.1147

0.0000

0.5078

0.6591

x5

−1.7827

0.1667

−10.6910

0.0000

−2.1095

−1.4559

x6

−0.9201

0.0903

−10.1885

0.0000

−1.0970

−0.7431

x7

1.6306

0.1491

10.9381

0.0000

1.3384

1.9228