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1.0865 76 1.0666 1.0566 96 1.0991 1.0591 Such errors help students become more aware of data integrity issues. Also note that case 182 is a particularly lean individual whose predicted percentage of body fat muscular development is negative according to Siri's and Brozek's equation and has been truncated to zero in the dataset. 9 (b) Choose one of the two percentage muscular development of body fat estimates, muscular development either Brozek's method or Siri's method. Fit this percentage of body fat in terms of some subset of the remaining variables excluding density, which is not easily measured. The researchers who collected these data, Penrose, Nelson, and Fisher (1985), built a regression model for fat free weight = (1 - fraction of body fat) * weight that used the variables weight, age, age^2, height, and (abdomen - wrist).
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