I like it that the book has several ‘levels of difficulty’ and engages both with practical stats and theory. The book is – very helpfully- full of interesting examples and engaging style of writing. I think this is a really good starting point for teaching stats – from assuming students knows nothing about and taking them gradually to a more advanced understanding. A Message From The Octopus of Inescapable Despair.

Predicting Several Categories: Multinominal Logistic Regression.Binary Logistic Regression: An Example That Will Make You Feel Eel.What are the Principles Behind Logistic Regression?.Reporting The Results Of Loglinear Analysis.Assumptions When Analysing Categorical Data.Reporting Results From from Discriminant Analysis.Following Up MANOVA With Discriminant Analysis.Practical Issues When Conducting MANOVA.Multivariate Analysis of Variance (MANOVA).What Do Men And Women Look For In A Partner?.Reporting The Results From Factorial Repeated-Measures ANOVA.Effect Sizes For Factorial Repeated-Measures ANOVA.Output For Factorial Repeated-Measures ANOVA.Reporting One-Way Repeated-Measures ANOVA.Effect Sizes For Repeated-Measures ANOVA.

Output For One-Way Repeated-Measures ANOVA.One-Way Repeated Measures ANOVA Using SPSS.Theory Of One-Way Repeated-Measures ANOVA.Introduction To Repeated Measures Designs.Theory Of Factorial ANOVA (Independent Designs).Testing The Assumption Of Homogeneity Of Regression Slopes.Reporting Results From One-way Independent Anova.Moderation, Mediation and More Regression.Regression With Several Predictors Using SPSS.Data Entry For Correlation Analysis Using SPSS.Differences Between Several Related Groups: Friedman's ANOVA.Differences Between Several Independent Groups: The Kruskal-Wallis Test.Comparing Two Related Conditions: the Wilcoxon Signed-rank Test.

Comparing Teo Independent Conditions: The Wilcox Rank-sum Test and Mann-Whitney Test.

General Procedure on Non-parametric Tests in SPSS.

Graphing Relationships: The Scatterplot.

Graphing Means: Bar Charts And Error Bars.

Using Statistical Models To Test Research Questions.

Everything You Never Wanted to Know about Statistics.

Initial Observation: Finding Something That Needs Explaining.

What The Hell Am I Doing Here? I Don't Belong Here.

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

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