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.
Inhaltsverzeichnis
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
