This three-half-days’ workshop is designed to provide experienced SPSS users with hands-on exposure to more advanced modeling techniques in SPSS, using IBM SPSS for Windows. The workshop will cover the following topics at a moderate pace: General Linear Models, Repeated Measures Analysis of Variance (ANOVA), Linear Mixed (Multilevel) Models, and Generalized Linear Mixed Models. Participants will be able to work in small groups or individually on practice exercises, and there will also be time for an open discussion of participant issues with fitting models in SPSS.