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Introduction to SPSS - This is a introductory text in PDF format that should help you get familiar with SPSS. It starts from a very introductory view that includes data entering and move towards covering the most important data manipulation and data inspection functions in SPSS.
Introduction to SPSS Syntax - Here you can download a SPSS dataset, Dataset a SPSS Syntax File and a Power Point Presentation in Video format. First, watch the Videolook at the presentation for a quick introduction to SPSS Syntax, then open the SPSS dataset and the Syntax and go through follow the comments in the syntax. It should give you a good starting an initial experience with SPSS Syntax from which you can build your skills.
Linear Models
Generaized Linear Models
Mixed Modles
Generalized Estimating Equations
Factor Analysis and Reliability
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