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rope, oxygen, antioxidants, sustainablefisheries, repeatability, fatskin, ediet, inversion, shoppingforvitamins, cytodyne, senior centers, 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 best prices (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 best prices involved in body fat estimation and for tracking down some references. Appendix - Key to Variables in fat.dat Columns 3 - best prices 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 - 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
Discuss the advantages and disadvantages of this alternative cross-validation procedure compared to what Penrose, Nelson, and Fisher did. 15 In keeping with the other data analysis labs undertaken ediet during the term, I serve as a resource/coach for student pairs during the class period in which they initially look at these data. After this ediet class period the student pairs arrange to meet outside of class to continue their analysis and eventually ediet write up their findings in a polished, word-processed report. Further details may be found in Egge, Foley, Haskins, and Johnson (1994, 1995). 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 models 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.
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