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. 2022 Jan 29;29(12):1709–1726. doi: 10.5551/jat.63056

Supplementary Table 1. Validation of the regression models by four estimation methods.

Percentage of overweight (%) Regression models Degree of suitability Decision
AIC R-Squared MAE Likelihood Ratio Test
boys Prevalence of obesity (%) 20 to <30 WLS 263.9979 0.0848 20.8958 -128.9990 Quadratic
Quadratic 201.2367 0.8913 6.0901 -95.6180
30 to <50 WLS 243.5526 0.0147 13.6816 -118.7760 Quadratic
Quadratic 207.4312 0.7599 7.4561 -98.7160
≥ 50 WLS 192.2043 0.3230 5.6575 -93.1020 Quadratic
Quadratic 150.4751 0.7482 2.6621 -70.2380
girls Prevalence of obesity (%) 20 to <30 WLS 252.7594 0.0914 18.9586 -123.3800 Quadratic
Quadratic 212.8955 0.7325 8.3577 -101.4500
30 to <50 WLS 245.1583 0.0548 18.9712 -119.5790 Quadratic
Quadratic 194.2519 0.4301 5.9545 -92.1260
≥ 50 WLS 138.5724 0.0548 2.2998 -66.2860 Quadratic
Quadratic 135.7715 0.4301 1.9718 -62.8860