Essential Statistics for Applied Linguistics : Using R or JASP (Paperback, 2 ed)

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).- Practical 3: Calculations Using R (Chapter 4).- Practical 4: Inductive Statistics (Chapter 5).- Practical 5: 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).- Practical 4: Inductive Statistics (Chapter 5).- Practical 5: Regression/Miscellaneous Assignments (Chapter 5/6).- Practical 6: More Advanced Group Comparisons (Chapter 7).- Practical 7: Exam Practice.- References.