The dangers of predicting ratio standards using multiple regression: A case study using the ratio standard VO2peak (ml·kg−1·min−1)

This case study provides powerful evidence that allometric models are more interpretable and provide a superior fit compared with multiple regression models when predicting ratio standards. Note that a simple algebraic adjustment enables researchers to predict the ratio standard VO2peak (ml·kg-1·min-1) without further analyses.