Andy Field

Discovering Statistics Using R and RStudio

• Gebundenes Buch

Produktbeschreibung

Taking students on a journey of statistical discovery using R and R Studio, Andy Field's second edition of this popular text offers a friendly, engaging and practical resource with tools that allow students to practice and develop their skills and knowledge.

Produktdetails

• Verlag: Sage Publications Ltd
• 2 Revised edition
• Seitenzahl: 784
• Erscheinungstermin: 11. April 2026
• Englisch
• Abmessung: 265mm x 195mm
• ISBN-13: 9781526461353
• ISBN-10: 1526461358
• Artikelnr.: 62063162

Autorenporträt

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).

Inhaltsangabe

Chapter 1: Why Is My Evil Lecturer Forcing Me to Learn Statistics?
Chapter 2: The SPINE of statistics
Chapter 3: The phoenix of statistics
Chapter 4: ARGH! ARGH!Studio and Quarto
Chapter 5: Describing and visualizing data
Chapter 6: The beast of bias
Chapter 7: Correlation
Chapter 8: The linear model (regression)
Chapter 9: Categorical predictors: Comparing two means
Chapter 10: A tale of three Ms: Moderation, mediation, and missingness
Chapter 11: GLM 1: Comparing several independent means
Chapter 12: GLM 2: Comparing means adjusted for other predictors (analysis
of covariance)
Chapter 13: GLM 3: Factorial designs
Chapter 14: GLM 4: Multilevel linear models
Chapter 15: GLM 5: Repeated-measures designs
Chapter 16: GLM 6: Mixed designs
Chapter 17: Exploratory factor analysis
Chapter 18: Categorical outcomes: chi-square and loglinear analysis
Chapter 19: Categorical outcomes: logistic regression
Chapter 20: Epilogue
Appendix
Glossary