Essential Statistics for Applied Linguistics

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Sprache: Englisch

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Beschreibung

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.

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 [...] These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.

Über den Autor

Hanneke Loerts is Assistant Professor in the Department of Minorities and Multilingualism at the University of Groningen, The Netherlands.

Zusammenfassung

Supports students using both R and JASP and makes them aware of the conventions, assumptions and limitations of statistical tests

Inhaltsverzeichnis

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.

Erscheinungsjahr:	2020
Genre:	Importe
Rubrik:	Sprachwissenschaft
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9781352007817
ISBN-10:	1352007819
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Loerts, Hanneke Lowie, Wander Seton, Bregtje
Auflage:	2. Auflage
Hersteller:	Red Globe Press Macmillan Education
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	234 x 156 x 14 mm
Von/Mit:	Hanneke Loerts (u. a.)
Erscheinungsdatum:	06.02.2020
Gewicht:	0,401 kg