Table 2

Linear regression model with interactions for predicting square root AEX-FV

TermEstimateStd errorT ratioProb >|T|VIFMain effectR2RASE
Intercept−0.0840.007−11.598<0.0001T: 0.994T: 0.074
FVC0.4970.002220.145<0.00012.630.24
PEF0.0650.00237.790<0.00016.330.20
FEF250.0960.00247.751<0.00017.410.20
FEF500.1180.00345.661<0.00015.900.19
FEF750.1820.00533.196<0.00014.570.16
(PEF-8.75238)·(FEF25-7.10942)−0.0030.001−5.385<0.00015.40
(PEF-8.75238)·(FVC-4.11503)−0.0020.002−1.4480.14766.74V: 0.994V: 0.075
(PEF-8.75238)·(FEF50-3.71047)−0.0060.002−2.6600.007922.28
(PEF-8.75238)·(FEF75-1.0233)0.0140.0052.8700.004117.35
(FEF25-7.10942)·(FVC-4.11503)0.0120.0025.441<0.000112.33
(FEF25-7.10942)·(FEF50-3.71047)0.0020.0021.1480.251016.86
(FEF25-7.10942)·(FEF75-1.0233)−0.0040.005−0.7540.450620.73
(FVC-4.11503)·(FEF50-3.71047)0.0140.0034.513<0.000111.07
(FVC-4.11503)·(FEF75-1.0233)−0.0210.005−3.8750.00016.57
(FEF50-3.71047)·(FEF75-1.0233)−0.0190.003−6.096<0.00015.39
  • 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.