Table 17 Logistic regression full model for development status of an enterprise based on all explanatory variables
From: Application of variable selection and dimension reduction on predictors of MSE’s development
No. | Full model | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Coefficients | Estimate | Std. error | t value | Pr(\(>|\hbox {t}|\)) | No | Coefficients | Estimate | Std. error | t value | Pr(\(>|\hbox {t}|\)) | |
1 | (Intercept) | 4.958 | 2,614,096.849 | 0.000 | 1.000 | 42 | IF11 | 5.923 | 169,451.330 | 0.000 | 1.000 |
2 | c1 | − 13.760 | 316,306.025 | 0.000 | 1.000 | 43 | IF12 | − 1.194 | 76,149.602 | 0.000 | 1.000 |
3 | c2 | − 7.311 | 132,919.886 | 0.000 | 1.000 | 44 | IF13 | − 5.565 | 152,714.444 | 0.000 | 1.000 |
4 | c3 | 36.275 | 732,299.736 | 0.000 | 1.000 | 45 | IF14 | − 0.208 | 362,123.438 | 0.000 | 1.000 |
5 | c4 | − 36.150 | 1,128,248.785 | 0.000 | 1.000 | 46 | IF15 | − 3.712 | 181,134.756 | 0.000 | 1.000 |
6 | c5 | 20.108 | 405,911.146 | 0.000 | 1.000 | 47 | IF16 | − 3.440 | 62,879.430 | 0.000 | 1.000 |
7 | c6 | 1.306 | 410,842.052 | 0.000 | 1.000 | 48 | IF17 | 8.271 | 127,473.185 | 0.000 | 1.000 |
8 | c7 | 9.286 | 1,012,667.981 | 0.000 | 1.000 | 49 | IF18 | 1.822 | 123,147.926 | 0.000 | 1.000 |
9 | c11 | − 14.339 | 220,132.783 | 0.000 | 1.000 | 50 | s1 | 20.368 | 270,903.154 | 0.000 | 1.000 |
10 | c14 | 6.571 | 56,881.870 | 0.000 | 1.000 | 51 | s2 | − 6.681 | 262,377.966 | 0.000 | 1.000 |
11 | c15 | − 3.120 | 301,610.389 | 0.000 | 1.000 | 52 | s3 | − 25.062 | 625,667.169 | 0.000 | 1.000 |
12 | c10 | 50.178 | 446,569.165 | 0.000 | 1.000 | 53 | s4 | 5.002 | 269,981.542 | 0.000 | 1.000 |
13 | h1 | 1.665 | 15,314.144 | 0.000 | 1.000 | 54 | s5 | 27.397 | 1,142,072.937 | 0.000 | 1.000 |
14 | h2 | − 5.516 | 171,718.641 | 0.000 | 1.000 | 55 | s6 | − 8.394 | 336,651.212 | 0.000 | 1.000 |
15 | h3 | 4.163 | 661,162.289 | 0.000 | 1.000 | 56 | In1 | − 1.117 | 124,868.301 | 0.000 | 1.000 |
16 | h4 | − 36.841 | 701,308.424 | 0.000 | 1.000 | 57 | In2 | 1.298 | 313,484.895 | 0.000 | 1.000 |
17 | h5 | 14.753 | 239,071.266 | 0.000 | 1.000 | 58 | In3 | − 2.481 | 228,680.680 | 0.000 | 1.000 |
18 | h6 | − 58.114 | 1,319,993.972 | 0.000 | 1.000 | 59 | In4 | − 10.480 | 245,023.177 | 0.000 | 1.000 |
19 | h7 | 8.613 | 121,302.676 | 0.000 | 1.000 | 60 | In5 | 14.163 | 357,466.385 | 0.000 | 1.000 |
20 | h8 | − 0.468 | 37,495.368 | 0.000 | 1.000 | 61 | In6 | − 18.582 | 628,779.715 | 0.000 | 1.000 |
21 | h9 | 13.973 | 420,234.026 | 0.000 | 1.000 | 62 | In7 | 9.842 | 525,114.283 | 0.000 | 1.000 |
22 | h11 | 11.427 | 686,649.379 | 0.000 | 1.000 | 63 | In8 | − 14.108 | 487,970.124 | 0.000 | 1.000 |
23 | h12 | − 1.232 | 720,857.977 | 0.000 | 1.000 | 64 | In9 | 15.025 | 1,307,033.796 | 0.000 | 1.000 |
24 | h13 | − 16.286 | 310,977.756 | 0.000 | 1.000 | 65 | In10 | − 1.569 | 1,284,211.390 | 0.000 | 1.000 |
25 | h14 | 21.364 | 640,443.859 | 0.000 | 1.000 | 66 | StartK | 0.000 | 5.193 | 0.000 | 1.000 |
26 | h15 | 1.020 | 446,599.076 | 0.000 | 1.000 | 67 | CurrK | 0.000 | 0.777 | 0.000 | 1.000 |
27 | f1 | 0.000 | 2.654 | 0.000 | 1.000 | 68 | SourceK | − 11.250 | 597,320.880 | 0.000 | 1.000 |
28 | f2 | 22.664 | 416,770.299 | 0.000 | 1.000 | 69 | MSEs | 60.628 | 267,055.236 | 0.000 | 1.000 |
29 | f3 | 8.189 | 1,019,389.766 | 0.000 | 1.000 | 70 | Category | − 23.094 | 135,671.823 | 0.000 | 1.000 |
30 | f4 | 31.613 | 441,621.077 | 0.000 | 1.000 | 71 | Grouping | − 23.002 | 810,953.991 | 0.000 | 1.000 |
31 | f5 | 23.491 | 375,903.799 | 0.000 | 1.000 | 72 | Emp_0 | − 0.677 | 15,277.651 | 0.000 | 1.000 |
32 | IF1 | − 5.836 | 117,205.548 | 0.000 | 1.000 | 73 | X15.29 | 10.224 | 433,665.460 | 0.000 | 1.000 |
33 | IF2 | 8.850 | 158,957.012 | 0.000 | 1.000 | 74 | X30.49 | 3.975 | 407,546.622 | 0.000 | 1.000 |
34 | IF3 | 3.289 | 266,299.063 | 0.000 | 1.000 | 75 | X50.65 | − 10.213 | 323,110.764 | 0.000 | 1.000 |
35 | IF4 | 5.337 | 143,498.185 | 0.000 | 1.000 | 76 | X.65 | 24.358 | 1,146,268.145 | 0.000 | 1.000 |
36 | IF5 | − 1.573 | 72,458.888 | 0.000 | 1.000 | 77 | ed0 | − 16.479 | 730,350.071 | 0.000 | 1.000 |
37 | IF6 | − 2.078 | 160,401.583 | 0.000 | 1.000 | 78 | ed1 | − 1.472 | 455,101.645 | 0.000 | 1.000 |
38 | IF7 | − 7.758 | 233,028.989 | 0.000 | 1.000 | 79 | ed2 | − 0.455 | 65,937.820 | 0.000 | 1.000 |
39 | IF8 | 4.498 | 223,800.980 | 0.000 | 1.000 | 80 | ed3 | − 5.548 | 285,216.639 | 0.000 | 1.000 |
40 | IF9 | − 6.862 | 283,967.054 | 0.000 | 1.000 | 81 | emp_Male | 8.635 | 432,755.143 | 0.000 | 1.000 |
41 | IF10 | − 3.424 | 190,939.853 | 0.000 | 1.000 | ||||||
AIC | 162.000 | ||||||||||