Essential Statistics for Applied Linguistics

Preface: How to Use this Book
PART I
1. Types of Research
2. Systematicity in Statistics: Variables
3. Descriptive Statistics
4. Statistical Logic
5. Assessing Relationships and Comparing Groups
6. Simple and Multiple Linear Regression and Analyses
7. Additional Statistics for Group Comparisons
8. Summary and Concluding Remarks
PART II: Practicals in R/RStudio
Getting Ready to Start Using R and RStudio
Practical 1: Exploring R and RStudio and Entering Variables (Chapter 2)
Practical 2: Descriptive Statistics (Chapter 3)
Practical3: Calculations Using R (Chapter 4)
Practical4: Inductive Statistics (Chapter 5)
Practical5: Regression/Miscellaneous Assignments (Chapter 5/6)
Practical 6: More Advanced Group Comparisons (Chapter 7)
Practical 7: Exam Practice
PART II: Practicals in JASP
Getting Ready to Start Using JASP
Practical 1: Exploring JASP and Entering Variables (Chapter 2)
Practical 2: Descriptive Statistics (Chapter 3)
Practical4: Inductive Statistics (Chapter 5)
Practical5: Regression/Miscellaneous Assignments (Chapter 5/6)
Practical 6: More Advanced Group Comparisons (Chapter 7)
Practical 7: Exam Practice
References.