Description
Book SynopsisDr Andrew Mayers is Senior Lecturer in Psychology at Bournemouth University
Trade Review"This is a comprehensive resource of all the statistics you could ever want for degree level Psychology" - Neil Cruickshank, Budmouth College, Weymouth
"Definitely my go-to statistics textbook, the perfect guide for all levels of undergraduate" - Psychology student, University of Glasgow
"This book provides clear and comprehensive coverage of a wide range of statistical tests used in psychology. It will be of great value to novice and advanced researchers alike." - Dr Richard rowe, University of Sheffield
"This engaging and student-centred book demystifies the challenges of statistics and SPSS for the numerically anxious student." - Dr Kate Bullen, Aberystwyth University
Table of Contents1. Introduction
2. SPSS: The Basics
3. Normal Distribution
4. Significance, effect size, and power
5. Experimental methods - how to choose the correct statistical test
6. Correlation
7. Independent t-test
8. Related t-test
9. Independent one-way ANOVA
10. Repeated-measures one-way ANOVA
11. Independent multi-factorial ANOVA
12. Repeated-measures multi-factorial ANOVA
13. Mixed multi-factorial ANOVA
14. Multivariate analyses
15. Analyses of covariance
16. Linear and multiple linear regression
17. Logistic regression
18. Non-parametric tests
19. Tests for categorical variables
20. Factor analysis
21. Reliability analysis
