Discovering Statistics Using JASP

Auteur
Andy Field is a Reader in Psychology at The University of Sussex. He adores cats, listens to and plays loud music and enjoys teaching statistics. His ability to make statistics accessible and fun has been recognised with teaching awards from the University of Sussex (2001) and the British Psychological Society (2006). Prof. dr. Eric-Jan Wagenmakers is a mathematical psychologist and a dedicated Bayesian at the University of Amsterdam, Netherlands. His lab heads the development of the JASP open-source software program for statistical analyses.

Texte du rabat
A new textbook from statistics royalty that builds on a world-class brand to present core statistical techniques alongside an up-and-coming software created by the authors - JASP.

Contenu

1. Why is my evil lecturer forcing me to learn statistics?
   
   2. The SPINE of statistics
   3. The phoenix of statistics
   4. The JASP environment
   5. Visualizing data
   6. The beast of bias
   7. Correlation
   8. The linear model (regression)
   9. Categorical predictors: Comparing two means
   10. Moderation and mediation
   11. GLM 1: Comparing several independent means
   12. GLM 2: Comparing means adjusted for other predictors (analysis of covariance)
   13. GLM 3: Factorial designs
   14. GLM 4: Repeated-measures designs
   15. Non-parametric models
   16. Categorical outcomes: chi-square
   17. Categorical outcomes: logistic regression