Optimization terminated successfully.

Current function value: 0.026521

Iterations 10

Results: Logit

Model:

Logit

Pseudo R-squared:

0.539

Dependent variable:

y

AIC:

3382.435

Date:

2019/2/1 20:01

BIC:

3572.495

No. observations:

62976

Log-Likelihood:

−1670.2

Df Model:

20

LL-Null:

−3619.4

Df residuals:

62955

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

−6.3774

0.0952

−66.9633

0.0000

−6.5640

−6.1907

x₁

−0.3720

0.0991

−3.7524

0.0002

−0.5664

−0.1777

x₂

0.3912

0.0553

7.0703

0.0000

0.2828

0.4997

x₃

−0.0651

0.0853

−0.7637

0.4450

−0.2322

0.1020

x₄

−0.5262

0.0736

−7.1466

0.0000

−0.6705

−0.3819

x₅

0.6035

0.0385

15.6722

0.0000

0.5280

0.6789