This guide provides detailed instructions for using SPSS to run several statistical tests of significance, especially analyses of variance. It provides the relevant program statements and details SPSS syntax. Written for practicing researchers and advanced-level students, the guide assumes a familiarity with the basic concepts and techniques related to the analyses of variance. A companion CD-ROM contains all the data sets cited in the text and exercises for each chapter.