This workshop and the companion workshop (Dimension Reduction: Factor Analysis, Non-metric Multidimensional Scaling, and Cluster Analysis on May 2) are designed to teach participants a) about the logical and statistical basis for a set of techniques and b) how to carry out the analysis using the statistical software SPSS/PASW. This workshop introduces logistic regression, log-linear analysis, and similar related techniques.