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 |