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Home » Ebook Introduction to Statistics and SPSS in Psychology by Mayers

Ebook Introduction to Statistics and SPSS in Psychology by Mayers

EBOOK

Book Title:  Introduction to Statistics and SPSS in Psychology, 1st edition

Author : Andrew Mayers

Publisher: Pearson Education Limited - Prentice Hall © 2013

File size :  63.05 MB (pdf, wm)

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Table of Contents

1. 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
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