Discovering Statistics Using IBM SPSS Statistics Andy Field

Contents

Preface
How to use this book Thank You

Symbols used in this book Some maths revision

1    Why is my evil lecturer forcing me to learn statistics?

2    The SPINE of statistics

3    The phoenix of statistics

4    The IBM SPSS Statistics environment

5    Exploring data with graphs

6    The beast of bias

7    Non-parametric models

8    Correlation

9    The Linear Model (Regression)

10    Comparing two means

11    Moderation, mediation and multicategory predictors

12    GLM 1: Comparing several independent means

13    GLM 2: Comparing means adjusted for other predictors (analysis of covariance)

14    GLM 3: Factorial designs

15    GLM 4: Repeated-measures designs

16    GLM 5: Mixed designs

17    Multivariate analysis of variance (MANOVA)

18    Exploratory factor analysis

19    Categorical outcomes: chi-square and loglinear analysis

20    Categorical outcomes: logistic regression

21    Multilevel linear models Epilogue

Appendix

Glossary

References
Index

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