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Data files and website -- Introduction and overview -- Getting started: Designing a study -- Preparing a codebook -- Getting to know SPSS -- Preparing the data file: Creating a data file and entering data -- Screening and cleaning the data -- Preliminary analyses: Descriptive statistics -- Using graphs to describe and explore the data -- Manipulating the data -- Checking the reliability of a scale -- Choosing the right statistic -- Statistical techniques to explore relationships among variables: Correlation -- Partial correlation -- Multiple regression -- Logistic regression -- Factor analysis -- Statistical techniques to compare groups: Non-parametric statistics -- T-tests -- One-way analysis of variance -- Two-way between-groups ANOVA -- Mixed between-within subjects analysis of variance -- Multivariate analysis of variance -- Analysis of covariance -- Appendix: Details of data files.