Uses an applications approach to provide thorough coverage of nonnormal data. Contains a large number of nonparametric techniques such as regression, BIBD, split plots and two-way layouts with interaction that are not available in other books. Features a section on survival analysis. Each procedure is illustrated with numerical data from actual situations. Includes a ready-to-use program diskette.