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. 2020 Oct 27;8(11):142. doi: 10.3390/sports8110142

Table 2.

Prediction models for endomorphy, mesomorphy, and ectomorphy based on anthropometrics and bioimpedance-derived variables.

Variable Predictors R R2 SEE VIF Prediction Equation
Endomorphy FM%
S2/R
Triceps skinfold
Supraspinal skinfold
Stature
0.91 0.83 0.16 2.12
3.45
1.06
1.15
2.29
y = 4.292 + 0.050 × FM% + 0.012 × S2/R + 0.092 × triceps skinfold + 0.139 × supraspinal skinfold − 0.029 × stature
Mesomorphy CAC
CC
FFM
Stature
0.89 0.80 0.36 1.58
2.11
4.80
2.54
y = 10.351 + 0.212 × CAC + 0.187 × CC + 0.048 × FFM − 0.125 × stature
Ectomorphy FFM/S
Stature
0.94 0.87 0.22 1.29
1.29
y = −7.945 − 25.021 × FFM/S + 0.109 × Stature

Abbreviations: R = multiple correlation coefficient; R2 = multiple coefficient of determination; SEE = standard error of estimate; VIF = variation inflation factor; FM% = percentage of fat mass; S2/R = stature2/resistance; CAC = contracted arm circumference; CC = calf circumference; FFM = fat-free mass; FFM/S = fat-free mass/stature.