Table of Contents

Table of Contents for Discovering Statistics Using IBM SPSS Statistics Fourth edition

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

 

2    Everything you never wanted to know about statistics

 

3    The IBM SPSS Statistics environment

 

4    Exploring data with graphs

 

5    The beast of bias

 

6    Non-parametric models

 

7    Correlation

 

8    Regression

 

9    Comparing two means

 

10   Moderation, mediation and more regression

 

11   Comparing several means: ANOVA (GLM 1)

 

12   Analysis of covariance, ANCOVA (GLM 2)

 

13   Factorial ANOVA (GLM 3)

 

14   Repeated-measures designs (GLM 4)

 

15   Mixed design ANOVA (GLM 5)

 

16   Multivariate analysis of variance (MANOVA)

 

17   Exploratory factor analysis

 

18   Categorical data

 

19   Logistic regression

 

20   Multilevel linear models