Essential Statistics for Applied Linguistics: Using R or JASP
Autor Hanneke Loerts, Wander Lowie, Bregtje Setonen Limba Engleză Paperback – 6 feb 2020
New to this Edition:
- Now focuses on R and JASP, two increasingly popular open source softwares used by linguists
- 'How To' guides to help students strengthen their understanding and apply what they have learnt available on a companion site
- Contains more comprehensive coverage of effect sizes, basic methods, regression theory, relationship studies and non-parametric tests
Accompanying online resources for this title can be found at bloomsburyonlineresources.com/essential-statistics-for-applied-linguistics. These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.
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Specificații
ISBN-13: 9781352007817
ISBN-10: 1352007819
Pagini: 250
Dimensiuni: 152 x 232 x 18 mm
Greutate: 0.4 kg
Ediția:2nd ed. 2020
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Locul publicării:London, United Kingdom
ISBN-10: 1352007819
Pagini: 250
Dimensiuni: 152 x 232 x 18 mm
Greutate: 0.4 kg
Ediția:2nd ed. 2020
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Locul publicării:London, United Kingdom
Cuprins
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.
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.
Recenzii
An excellent step-by-step introduction to both statistics and statistical software packages, this new edition has been thoroughly revised and substantially augmented, providing detailed guidance for not one but two open access software packages. New sections on linear regression and effect sizes make this edition even more immediately useful for both staff and students.
This revised edition deserves to be on the bedside table of every applied linguist: it is enlightening and practical, and reading it is hugely rewarding!
This revised edition deserves to be on the bedside table of every applied linguist: it is enlightening and practical, and reading it is hugely rewarding!