Corpus Linguistics and Statistics with R Introduction to Quantitative Methods in Linguistics 1st Edition Guillaume Desagulier 3319645722 9783319645728

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Product details:

• ISBN 10: 3319645722
• ISBN 13: 9783319645728
• Author: Guillaume Desagulier 

This textbook examines empirical linguistics from a theoretical linguist’s perspective. It provides both a theoretical discussion of what quantitative corpus linguistics entails and detailed, hands-on, step-by-step instructions to implement the techniques in the field. The statistical methodology and R-based coding from this book teach readers the basic and then more advanced skills to work with large data sets in their linguistics research and studies. Massive data sets are now more than ever the basis for work that ranges from usage-based linguistics to the far reaches of applied linguistics. This book presents much of the methodology in a corpus-based approach. However, the corpus-based methods in this book are also essential components of recent developments in sociolinguistics, historical linguistics, computational linguistics, and psycholinguistics.

Table of contents:

1. Part I

Part Frontmatter

2. R Fundamentals

3. Digital Corpora

4. Processing and Manipulating Character Strings

5. Applied Character String Processing

6. Summary Graphics for Frequency Data

2. Part II

Part Frontmatter

7. Descriptive Statistics

8. Notions of Statistical Testing

9. Association and Productivity

10. Clustering Methods

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