Term | Estimate | Std error | T ratio | Prob >|T| | VIF | Main effect | R2 | RASE |
Intercept | −0.084 | 0.007 | −11.598 | <0.0001 | – | – | T: 0.994 | T: 0.074 |
FVC | 0.497 | 0.002 | 220.145 | <0.0001 | 2.63 | 0.24 | ||
PEF | 0.065 | 0.002 | 37.790 | <0.0001 | 6.33 | 0.20 | ||
FEF25 | 0.096 | 0.002 | 47.751 | <0.0001 | 7.41 | 0.20 | ||
FEF50 | 0.118 | 0.003 | 45.661 | <0.0001 | 5.90 | 0.19 | ||
FEF75 | 0.182 | 0.005 | 33.196 | <0.0001 | 4.57 | 0.16 | ||
(PEF-8.75238)·(FEF25-7.10942) | −0.003 | 0.001 | −5.385 | <0.0001 | 5.40 | |||
(PEF-8.75238)·(FVC-4.11503) | −0.002 | 0.002 | −1.448 | 0.1476 | 6.74 | V: 0.994 | V: 0.075 | |
(PEF-8.75238)·(FEF50-3.71047) | −0.006 | 0.002 | −2.660 | 0.0079 | 22.28 | |||
(PEF-8.75238)·(FEF75-1.0233) | 0.014 | 0.005 | 2.870 | 0.0041 | 17.35 | |||
(FEF25-7.10942)·(FVC-4.11503) | 0.012 | 0.002 | 5.441 | <0.0001 | 12.33 | |||
(FEF25-7.10942)·(FEF50-3.71047) | 0.002 | 0.002 | 1.148 | 0.2510 | 16.86 | |||
(FEF25-7.10942)·(FEF75-1.0233) | −0.004 | 0.005 | −0.754 | 0.4506 | 20.73 | |||
(FVC-4.11503)·(FEF50-3.71047) | 0.014 | 0.003 | 4.513 | <0.0001 | 11.07 | |||
(FVC-4.11503)·(FEF75-1.0233) | −0.021 | 0.005 | −3.875 | 0.0001 | 6.57 | |||
(FEF50-3.71047)·(FEF75-1.0233) | −0.019 | 0.003 | −6.096 | <0.0001 | 5.39 |
In both training (T, n=2577) and validation (V, n=1057) sets, model’s R2 was ~0.994 and RASE was 0.074–0.075.
AEX-FV, area under expiratory flow-volume curve; FEF25, forced expiratory flow at 25%; FVC, forced vital capacity; PEF, peak expiratory flow; RASE, root average square error; VIF, variance inflation factor.