SPSS for intermediate statistics : use and interpretation

Introduction and Review of Basic Statistics With SPSS. Data Coding and Exploratory Analysis (EDA). Several Measures of Reliability. Exploratory Factor Analysis and Principal Components Analysis. Selecting and Interpreting Inferential Statistics. Multiple Regression. Logistic Regression and Discriminant Analysis. Factorial ANOVA and ANCOVA. Repeated Measures and Mixed ANOVAs. Multivariate Analysis of Variance (MANOVA) and Canonical Correlation. Multilevel Linear Modeling/Hierarchical Linear Modeling. Appendices.