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Quantitative Corpus Linguistics with R: A Practical Introduction

Autor Stefan Th. Gries
en Limba Engleză Paperback – 27 oct 2016
As in its first edition, the new edition of Quantitative Corpus Linguistics with R demonstrates how to process corpus-linguistic data with the open-source programming language and environment R. Geared in general towards linguists working with observational data, and particularly corpus linguists, it introduces R programming with emphasis on:
  • data processing and manipulation in general;
  • text processing with and without regular expressions of large bodies of textual and/or literary data, and;
  • basic aspects of statistical analysis and visualization.
This book is extremely hands-on and leads the reader through dozens of small applications as well as larger case studies. Along with an array of exercise boxes and separate answer keys, the text features a didactic sequential approach in case studies by way of subsections that zoom in to every programming problem. The companion website to the book contains all relevant R code (amounting to approximately 7,000 lines of heavily commented code), most of the data sets as well as pointers to others, and a dedicated Google newsgroup. This new edition is ideal for both researchers in corpus linguistics and instructors who want to promote hands-on approaches to data in corpus linguistics courses.
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Specificații

ISBN-13: 9781138816282
ISBN-10: 1138816280
Pagini: 286
Ilustrații: 68 Tables, black and white
Dimensiuni: 178 x 254 x 22 mm
Greutate: 0.54 kg
Ediția:2 New edition
Editura: Taylor & Francis
Colecția Routledge
Locul publicării:Oxford, United Kingdom

Cuprins

Chapter 1. Introduction
Chapter 2. The Four Central Corpus-Linguistic Methods
Chapter 3. An Introduction to R
Chapter 4. Some Basic Statistical Notions and Tests
Chapter 5. Using R in Corpus Linguistics: Case Studies
Chapter 6. Next steps

Notă biografică

Stefan Th. Gries is Professor of Linguistics at University of California, Santa Barbara, USA.

Descriere

As in its first edition, the new edition of Quantitative Corpus Linguistics with R demonstrates how to process corpus-linguistic data with the open-source programming language and environment R. Geared in general towards linguists working with observational data, and particularly corpus linguists, it introduces R programming with emphasis on:
  • data processing and manipulation in general;
  • text processing with and without regular expressions of large bodies of textual and/or literary data, and;
  • basic aspects of statistical analysis and visualization.
This book is extremely hands-on and leads the reader through dozens of small applications as well as larger case studies. Along with an array of exercise boxes and separate answer keys, the text features a didactic sequential approach in case studies by way of subsections that zoom in to every programming problem. The companion website to the book contains all relevant R code (amounting to approximately 7,000 lines of heavily commented code), most of the data sets as well as pointers to others, and a dedicated Google newsgroup. This new edition is ideal for both researchers in corpus linguistics and instructors who want to promote hands-on approaches to data in corpus linguistics courses.