Discovering Statistics Using R and Rstudio

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).

Texte du rabat

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.

Contenu

Chapter 1 Why Is My Evil Lecturer Forcing Me to Learn Statistics?
Chapter 2 Everything You Ever Wanted to Know About Statistics (Well, Sort of)
Chapter 3 The R Environment
Chapter 4 Exploring Assumptions
Chapter 5 Correlation
Chapter 6 Regression
Chapter 7 Logistic Regression
Chapter 8 Comparing Two Means
Chapter 9 Comparing Several Means: ANOVA (GLM 1)
Chapter 10 Analysis of Covariance, ANCOVA (GLM 2)
Chapter 11 Factorial ANOVA (GLM 3)
Chapter 12 Repeated-Measures Designs (GLM 4)
Chapter 13 Mixed Designs (GLM 5)
Chapter 14 Non-Parametric Tests
Chapter 15 Multivariate Analysis of Variance (MANOVA)
Chapter 16 Exploratory Factor Analysis
Chapter 17 Categorical Data
Chapter 18 Multilevel Linear Models
Epilogue: Life After Discovering Statistics