Table 2.
Model statistics and performance of all the all competitive models arranged in a hierarchical diagnostic complexity
| Competitive model | Representing variables | Deviance (−2LL) | Omnibus test of model coefficient | Hosmer-Lemeshow test | ||
|---|---|---|---|---|---|---|
|
|
|
|
||||
| Constant | χ 2 | P | H-L statistic | P | ||
| Baseline | 217.356 | |||||
| Model 1 | H | 194.445 | 22.911 | <0.0001 | 2.139 | 0.544 |
| Model 2 | H+E | 160.321 | 34.123 | <0.0001 | 4.653 | 0.702 |
| Model 3 | H+E + PFT | 147.965 | 12.356 | <0.0001 | 3.563 | 0.829 |
| Model 4 | H+E + PFT+ABG | 147.545 | 0.42 | 0.517 | 5.812 | 0.688 |
| Model 5 | H+E + PFT+ABG+SS | 121.993 | 25.552 | <0.0001 | 3.859 | 0.870 |
H: Clinical history, E: Basic evaluation, PFT: Pulmonary function test, ABG: Arterial blood gas, SS: Sleep study, H-L: Hosmer-Lemeshow