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Full Description
Students can find statistical analysis a challenging and complex task and, in order to master the techniques and complete their assignments successfully, they need a sound understanding of IBM SPSS. Updated to be compatible with IBM SPSS 30, with handy screenshots throughout, the eighth edition of this trusted and practical textbook will take students on a step-by-step journey towards carrying out a range of essential tasks with confidence: from performing an analysis to interpreting outputs and reporting the results.
Further features of this new edition include a dedicated chapter on non-parametric tests, guidance on when to use each type of test, updated and additional activities, and helpful explanations of basic concepts such as normality, power and reproducibility.
This book is an unbeatable, must-have guide to SPSS that will allow psychology students at all levels to master this powerful software tool.
Accompanying online resources are available for this title, including exercises and data sets to help students follow along and practice the analyses in SPSS. These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.
Contents
1. Introduction
2. Data entry in SPSS
3. Exploring, cleaning and graphing data in SPSS
4. Working with data and testing Normality
5. Tests of correlation and bivariate regression
6. T-tests
7. One-way analysis of variance
8. Non-parametric tests of difference
9. Tests for nominal data
10. Factorial analysis of variance
11. Multiple regression
12. Analysis of covariance and multivariate analysis of variance
13. Discriminant analysis and logistic regression
14. Factor analysis and reliability and dimensionality of scales
15. Using syntax and other useful features of SPSS
