Discovering Statistics Using IBM SPSS Statistics 4th Edition by Andy Field 9781446249185 1446249182

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Product details:

ISBN 10: 1446249182

ISBN 13: 9781446249185

Author: Andy Field

Unrivaled in the way it makes the teaching of statistics compelling and accessible to even the most anxious of students, the only statistics textbook you and your students will ever need just got better! Andy Field′s comprehensive and bestselling Discovering Statistics Using SPSS 4th Edition takes students from introductory statistical concepts through very advanced concepts, incorporating SPSS throughout. The Fourth Edition focuses on providing essential content updates, better accessibility to key features, more instructor resources, and more content specific to select disciplines. It also incorporates powerful new digital developments on the textbook′s companion website.  

Table of contents:

1. Why Is My Evil Lecturer Forcing Me to Learn Statistics?

2. Initial Observation: Finding Something That Needs Explaining

3. Generating Theories and Testing Them

4. Collect Data to Test Your Theory

5. Analyzing Data

6. Reporting Data

7. Everything You Never Wanted to Know about Statistics

8. Building Statistical Models

9. The IBM SPSS Statistics Environment

10. Exploring Data with Graphs

11. The Best of Bias

12. Non-parametric Models

13. Correlation

14. Regression

15. Comparing Two Means

16. Moderation, Mediation and More Regression

17. Comparing Several Means: ANOVA (GLM 1)

18. Analysis of Covariance, ANCOVA (GLM 2)

19. Factorial ANOVA (GLM 3)

20. Repeated-Measures Designs (GLM 4)

21. Mixed Design ANOVA (GLM 5)

22. Multivariate Analysis of Variance (MANOVA)

23. Exploratory Factor Analysis

24. Reliability Analysis

25. Categorical Data

26. Logistic Regression

27. Multilevel Linear Models

28. A Message from the Octopus of Inescapable Despair

29. Epilogue: Nice Emails

30. Everybody Thinks I’m a Statistician

31. Craziness on a Grand Scale

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