TABLE 3. Height and Weight Predictions Performance From Anthropometric Measurements.

	Author, year	n	Age (years)	Gender	Regression	Predictor variable	RMSE
Height	Chumlea et al, [7]	4.750	Over 60	Men/Women*	Linear	Sitting height, Age	3.25
	Cereda et al., [35]	635	30–55	Men/Women*	Linear	Knee height, Tibia length, body composition	2.2 ** / 4.4***
	Proposed Model	4.261	Over 21	Men/Women	Gaussian Process	Sitting height	2.11
Weight	Author, year	n	Age (years)	Gender	Regression	Predictor variable	R-Squared
	Lin, et al. [36]	235	Over 18	Men/Women*	Linear	Knee height, Mid Arm circumference	0.69
	Proposed Model	4.261	Over 21	Men/Women	Gaussian Process	Knee height, Mid Arm circumference, Stature	0.84

^(*separated groups,

^**men,

^***women)