Data set with three explanatory variables and response variable body fat for 20 healthy females aged 35-44
A data frame with four columns:
triceps skinfold thickness
The data set contains three explanatory variables and the response variable body fat for 20 healthy females aged 35-44. As the variable body fat is very expensive to obtain, predicting it with the cheaper dimensional measurements is desirable. There is substantial multicollinearity among the explanatory variables.
Ulrike Groemping, BHT Berlin
Kutner,M., Nachtsheim,C., Neter J., Li, W. (2005, 5th Ed.). Applied Linear Statistical Models. McGraw-Hill, New York.
Kutner,M., Nachtsheim,C., Neter J. (2004, 4th Ed.). Applied Linear Regression Models. McGraw-Hill, New York.
The data are published on the accompanying CD-Roms of those books (Table 1 in Chapter 7) and are also available online on the books homepages or from the UCLA website linked below. (Note that earlier editions of the bood had Neter as first author and included Wasserman as author, but the earlier editions do not have these data.)
UCLA: Academic Technology Services, Statistical Consulting Group (2009). Textbook examples. http://www.ats.ucla.edu/stat/examples/default.htm (accessed September 18, 2009).
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