I show the students albion minerals revolutionary
thermadrene, military body fat, pinnacle, low carb bars, tanitabody fat scales, fitness magazine, futrex, losing weight, self calibrating, cardio sport, not elsewhere classified, product review, educational, thermacare, stenandiol, towel, revolutionary, product reviews, natural, Appendix - Key to Variables in fat.dat Columns albion minerals 3 - 5 Case Number 10 - 13 Percent body fat using Brozek's equation, 457/Density - 414.2 18 - 21 Percent body fat using Siri's equation, 495/Density - 450 24 - 29 Density (gm/cm^3) 36 - 37 Age (yrs) 40 - 45 Weight (lbs) 49 - 53 Height (inches) 58 - 61 Adiposity index = Weight/Height^2 (kg/m^2) 65 - 69 Fat Free Weight = (1 albion minerals - albion minerals fraction of body fat) * Weight, using Brozek's formula (lbs) 74 - 77 Neck circumference (cm) 81 - 85 Chest circumference (cm) 89 - 93 Abdomen circumference (cm) "at the umbilicus and level with the iliac crest" 97 - 101 Hip circumference (cm) 106 - 109 Thigh circumference (cm) 114 - 117 Knee circumference (cm) 122 - 125 Ankle circumference (cm) 130 - 133 Extended biceps circumference (cm) 138 - 141 Forearm circumference (cm) 146 - 149 Wrist circumference (cm) "distal to the styloid processes" References Abdel-Malek, A. K., Mukherjee, D., and Roche, A. F. (1985), "A Method of Constructing an Index of Obesity," Human Biology, 57(3), 415-430.
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I show the students a few of the regression models revolutionary produced after the assignment is due to remind them how subjective the model building process is and how different people can come up with some rather different, but perhaps equally effective, models. 5. Getting the Data 17 The file fat.dat contains the raw data. The file fat.txt is a documentation file containing revolutionary a brief description of the revolutionary dataset. Acknowledgments Thanks to Dr. A. Garth Fisher (1994) who generously provided the dataset to freely distribute and use for non-commercial purposes. Thanks also to Richard Wetzel, M.D., for enlightening correspondence about some of the difficulties involved in body fat estimation and for tracking down some references.
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