応用言語学のためのエッセンシャル統計学(第2版)<br>Essential Statistics for Applied Linguistics〈2nd ed. 2020〉 : Using R or JASP(2)

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応用言語学のためのエッセンシャル統計学(第2版)
Essential Statistics for Applied Linguistics〈2nd ed. 2020〉 : Using R or JASP(2)

  • 言語:ENG
  • ISBN:9781352007817
  • eISBN:9781352007824

ファイル: /

Description

Assuming no prior knowledge, this text provides a concise, practical and accessible introduction to using, analysing and interpreting statistics and methodologies in empirical work using R or JASP. It takes an activity-based approach, in which students are first stimulated to consider a problem or question and find their own solution before the conventional way of solving that problem or question is introduced. 'How To' guides on R and JASP, which take students step-by-step through statistical analyses and practical assignments, are available on the book's companion website.

This book will be an invaluable resource for undergraduate and postgraduate students of Applied Linguistics.

Table of Contents

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