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| amazon, weekend warrior, borage seed oil, police & fire departments, medical supplies, fish oil, well being, skinfold measurements, health & nutrition, diet planner, &, steroid alternatives, lunch, rec centers, dieting, exercise software, | Appendix - Key to Variables in fat.dat Columns strollers 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, strollers 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 - fraction of strollers 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. |
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| 4. Concluding Notes 16 My students have enjoyed working with this dataset and, upon hearing that I have a caliper and tables to estimate body fat from various skinfold measurements, come to me to borrow them! I show the students a few of the regression borage seed oil models produced after borage seed oil the assignment borage seed oil 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 a brief description of the 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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