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This manual demystifies statistics and data analysis by guiding the reader through the entire research process. It helps in the process of choosing the right statistical technique and includes a detailed guide to interpreting SPSS ouput.

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• Data files and website Introduction & overview
• Part 1 Getting Started
• Chapter 1 Designing a study
• Chapter 2 Preparing a codebook
• Chapter 3 Getting to know SPSS
• Part 2 Preparing The Data File
• Chapter 4 Creating a data file and entering data
• Chapter 5 Screening and cleaning the data
• Part 3 Preliminary Analyses
• Chapter 6 Descriptive statistics
• Chapter 7 Using graphs to describe and explore data
• Chapter 8 Manipulating the data
• Chapter 9 Checking the reliability of a scale
• Chapter 10 Choosing the right statistic
• Part 4 Statistical Techniques to Explore Relationships
• Techniques covered in
• Part 4 Revision of the basics References
• Chapter 11 Correlation
• Chapter 12 Partial correlation
• Chapter 13 Multiple regression
• Chapter 14 Logistic regression
• Chapter 15 Factor analysis
• Part 5 Statistical Techniques to Compare Groups
• Techniques covered in
• Part 5 Assumptions Type 1 error, Type 2 error and power Planned comparisons/Post-hoc analyses Effect size
• References
• Chapter 16 T-tests
• Chapter 17 One-way analysis of variance
• Chapter 18 Two-way between-groups ANOVA
• Chapter 19 Mixed between-within subjects analysis of variance
• Chapter 20 Multivariate analysis of variance
• Chapter 21 Analysis of covariance
• Chapter 22 Non-parametric statistics Appendices
• Recommended references
• Index