Multinomial logistic regression
| Statistic | Value |
|---|---|
| No. of obs | 6,183 |
| LR chi2(40) | 400.38 |
| Prob > chi2 | 0.0000 |
| Pseudo R2 | 0.0255 |
| Log likelihood = −7643.8061 | |
| Statistic | Value |
|---|---|
| No. of obs | 6,183 |
| 400.38 | |
| Prob > chi2 | 0.0000 |
| Pseudo | 0.0255 |
| Log likelihood = −7643.8061 | |
| Financial ratios (by delisting reason) | ||||||
| Acquired | Coefficient | |||||
| (base outcome) | (base outcome) | SE | z | p >|z| | [95% conf. interval] | |
| DEBT_RATIO | 0.1190679 | 0.1586495 | 0.75 | 0.453 | −0.1918793 | 0.4300151 |
| SIZE | −1.49e-09 | 8.14e-10 | −1.84 | 0.066 | −3.09e-09 | 1.02e-10 |
| AUD_RATIO | −227.8989 | 71.67488 | −3.18 | 0.001 | −368.3791 | −87.41873 |
| MTB | −0.0065152 | 0.0383832 | −0.17 | 0.867 | −0.0826244 | 0.0695941 |
| NPM | 0.297903 | 0.0893597 | 3.33 | 0.000 | 0.1454388 | 0.4508447 |
| _cons | −3.683352 | 0.2479069 | −14.86 | 0.000 | −4.169241 | −3.197464 |
| LISTREQ | ||||||
| DEBT_RATIO | 0.5376214 | 0.0644204 | 8.35 | 0.000 | 0.6638832 | 0.4113597 |
| SIZE | −9.85e-12 | 1.02e-11 | −0.96 | 0.335 | −2.99e-11 | 1.02e-11 |
| AUD_RATIO | 1.299856 | 0.4863866 | 2.67 | 0.008 | 0.3645911 | 2.235121 |
| MTB | 0.0020604 | 0.0026467 | 0.78 | 0.436 | −0.0031269 | 0.0072478 |
| NPM | 0.0007539 | 0.0123535 | 0.06 | 0.951 | −0.0249622 | 0.0249699 |
| _cons | −0.1737474 | 0.0433069 | −4.01 | 0.000 | −0.2586274 | −0.0888674 |
| Liquidation | ||||||
| DEBT_RATIO | 0.1759862 | 0.0528966 | 3.33 | 0.001 | 0.0723108 | 0.2796615 |
| SIZE | −8.30e-10 | 2.05e-10 | −4.06 | 0.000 | −1.23e-09 | −4.30e-10 |
| AUD_RATIO | −7.249997 | 1.189625 | −6.09 | 0.000 | −3.056623 | 1.606623 |
| MTB | −0.0043 | 0.010557 | −0.42 | 0.675 | −0.0251234 | 0.0165294 |
| NPM | −0.1545472 | 0.0182357 | −2.28 | 0.023 | −0.0772825 | −0.0058118 |
| _cons | −2.250973 | 0.074389 | −30.26 | 0.000 | −2.396773 | −2.105174 |
| Merged | ||||||
| DEBT_RATIO | −0.5343677 | 0.0653963 | −8.17 | 0.000 | −0.6625421 | −0.4061932 |
| SIZE | 5.85e-11 | 8.33e-12 | 7.03 | 0.000 | 4.22e-11 | 7.49e-11 |
| AUD_RATIO | 0.2463955 | 0.9916592 | 0.25 | 0.804 | −1.697221 | 2.190012 |
| MTB | −0.0103906 | 0.0067858 | −1.53 | 0.126 | −0.0236904 | 0.0029093 |
| NPM | 0.0258689 | 0.027533 | 0.94 | 0.347 | −0.0280947 | 0.0798325 |
| _cons | −1.928324 | 0.0657947 | −29.31 | 0.000 | −2.057279 | −1.799368 |
| Moved_to_AltX | ||||||
| DEBT_RATIO | −0.5466333 | 0.0645225 | −8.47 | 0.000 | −0.673095 | −0.4201716 |
| SIZE | −7.08e-09 | 2.83e-09 | −2.50 | 0.013 | −1.26e-08 | −1.52e-09 |
| AUD_RATIO | 2.132001 | 0.5171615 | 4.12 | 0.000 | 1.118383 | 3.145619 |
| MTB | −0.033717 | 0.0408299 | −0.83 | 0.409 | −0.1137421 | 0.0463081 |
| NPM | 0.0019505 | 0.0273656 | 0.07 | 0.943 | −0.0555861 | 0.0516852 |
| _cons | −3.50291 | 0.1672214 | −20.95 | 0.000 | −3.830658 | −3.175162 |
| Voluntary | ||||||
| DEBT_RATIO | 0.0278485 | 0.1275938 | 0.22 | 0.827 | −0.2222307 | 0.2779277 |
| SIZE | −1.88e-09 | 7.34e-10 | −2.56 | 0.010 | −3.32e-09 | −4.43e-10 |
| AUD_RATIO | 2.044832 | 0.5264234 | 3.88 | 0.000 | 1.010361 | 3.076603 |
| MTB | −0.0111708 | 0.0256982 | −0.43 | 0.664 | −0.0615383 | 0.0391967 |
| NPM | 0.0368714 | 0.0320718 | 1.15 | 0.250 | −0.0259882 | 0.0997309 |
| _cons | −3.413481 | 0.1445899 | −23.61 | 0.000 | −3.696872 | −3.13009 |
| Financial ratios (by delisting reason) | ||||||
| Acquired | Coefficient | |||||
| (base outcome) | (base outcome) | [95% conf. interval] | ||||
| DEBT_RATIO | 0.1190679 | 0.1586495 | 0.75 | 0.453 | −0.1918793 | 0.4300151 |
| −1.49e-09 | 8.14e-10 | −1.84 | 0.066 | −3.09e-09 | 1.02e-10 | |
| AUD_RATIO | −227.8989 | 71.67488 | −3.18 | 0.001 | −368.3791 | −87.41873 |
| −0.0065152 | 0.0383832 | −0.17 | 0.867 | −0.0826244 | 0.0695941 | |
| 0.297903 | 0.0893597 | 3.33 | 0.000 | 0.1454388 | 0.4508447 | |
| _cons | −3.683352 | 0.2479069 | −14.86 | 0.000 | −4.169241 | −3.197464 |
| LISTREQ | ||||||
| DEBT_RATIO | 0.5376214 | 0.0644204 | 8.35 | 0.000 | 0.6638832 | 0.4113597 |
| −9.85e-12 | 1.02e-11 | −0.96 | 0.335 | −2.99e-11 | 1.02e-11 | |
| AUD_RATIO | 1.299856 | 0.4863866 | 2.67 | 0.008 | 0.3645911 | 2.235121 |
| 0.0020604 | 0.0026467 | 0.78 | 0.436 | −0.0031269 | 0.0072478 | |
| 0.0007539 | 0.0123535 | 0.06 | 0.951 | −0.0249622 | 0.0249699 | |
| _cons | −0.1737474 | 0.0433069 | −4.01 | 0.000 | −0.2586274 | −0.0888674 |
| DEBT_RATIO | 0.1759862 | 0.0528966 | 3.33 | 0.001 | 0.0723108 | 0.2796615 |
| −8.30e-10 | 2.05e-10 | −4.06 | 0.000 | −1.23e-09 | −4.30e-10 | |
| AUD_RATIO | −7.249997 | 1.189625 | −6.09 | 0.000 | −3.056623 | 1.606623 |
| −0.0043 | 0.010557 | −0.42 | 0.675 | −0.0251234 | 0.0165294 | |
| −0.1545472 | 0.0182357 | −2.28 | 0.023 | −0.0772825 | −0.0058118 | |
| _cons | −2.250973 | 0.074389 | −30.26 | 0.000 | −2.396773 | −2.105174 |
| DEBT_RATIO | −0.5343677 | 0.0653963 | −8.17 | 0.000 | −0.6625421 | −0.4061932 |
| 5.85e-11 | 8.33e-12 | 7.03 | 0.000 | 4.22e-11 | 7.49e-11 | |
| AUD_RATIO | 0.2463955 | 0.9916592 | 0.25 | 0.804 | −1.697221 | 2.190012 |
| −0.0103906 | 0.0067858 | −1.53 | 0.126 | −0.0236904 | 0.0029093 | |
| 0.0258689 | 0.027533 | 0.94 | 0.347 | −0.0280947 | 0.0798325 | |
| _cons | −1.928324 | 0.0657947 | −29.31 | 0.000 | −2.057279 | −1.799368 |
| Moved_to_AltX | ||||||
| DEBT_RATIO | −0.5466333 | 0.0645225 | −8.47 | 0.000 | −0.673095 | −0.4201716 |
| −7.08e-09 | 2.83e-09 | −2.50 | 0.013 | −1.26e-08 | −1.52e-09 | |
| AUD_RATIO | 2.132001 | 0.5171615 | 4.12 | 0.000 | 1.118383 | 3.145619 |
| −0.033717 | 0.0408299 | −0.83 | 0.409 | −0.1137421 | 0.0463081 | |
| 0.0019505 | 0.0273656 | 0.07 | 0.943 | −0.0555861 | 0.0516852 | |
| _cons | −3.50291 | 0.1672214 | −20.95 | 0.000 | −3.830658 | −3.175162 |
| DEBT_RATIO | 0.0278485 | 0.1275938 | 0.22 | 0.827 | −0.2222307 | 0.2779277 |
| −1.88e-09 | 7.34e-10 | −2.56 | 0.010 | −3.32e-09 | −4.43e-10 | |
| AUD_RATIO | 2.044832 | 0.5264234 | 3.88 | 0.000 | 1.010361 | 3.076603 |
| −0.0111708 | 0.0256982 | −0.43 | 0.664 | −0.0615383 | 0.0391967 | |
| 0.0368714 | 0.0320718 | 1.15 | 0.250 | −0.0259882 | 0.0997309 | |
| _cons | −3.413481 | 0.1445899 | −23.61 | 0.000 | −3.696872 | −3.13009 |
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