Project 2, Math 6070-1, Spring 2006 Department of Mathematics, University of Utah

  1. Use simulation to construct a table of probabilities for the Kolmogorov-Smirnov statistic Dn(F), where F is continuous. Your table should be at the very least good enough for the needs of the following exercise.
  2. Study the following raw data set: bodyfat.txt. It is borrowed from StatLib (http://lib.stat.cmu.edy/datasets). Perform at least three different tests to see if the variable "density determined from underwater weighing" is normally distributed. At least one of your tests should involve the Kolmogorov-Smirnov statistic Dn. In addition to performing tests of statistical hypothesis, I want to see in-depth data-analysis: Plot; analyse carefully; compare to case-studies (if applicable); etc. I expect that you will take the latter portion very seriously.
The previous caveats about using canned packages apply: You should write your own routines in as much as possible. [However, it is OK to use very hard-to-code algorithms that do histograms, qqplots, etc. Please use sound judgement.] The previous caveats about report-writing apply also. Exercise high standards of exposition.