ESCP Europe

Item type

Book

Language

English

Publication year

2009

Edition no.

4th ed.

ISBN

978-1-4462-4918-5

The only statistics textbook youll ever need just got even better! With a little help from his weird band of characters, Andy Field has transformed the way students engage with statistics in this award-winning book. The fourth edition continues, with its unique blend of humour and collection of bizarre examples, to bring statistics from first principles to advanced concepts well and truly to life using IBM SPSS Statistics ®. Who said statistics has to be dull? in book jacket.

1. Why is my evil lecturer forcing me to learn statistics? --- 2. Everything You Ever Wanted to Know about Statistics --- 3. The IBM SPSS statistics environment --- 4. Exploring data with graphs --- 5. The best 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 --- 21. Epilogue: life after discovering statistics..