How to do Linguistics with R: Data exploration and statistical analysis - Hardcover

Levshina, Natalia

Hardcover

ISBN 10: 9027212244 ISBN 13: 9789027212245

Publisher: John Benjamins Publishing Co, 2015

Synopsis

This book provides a linguist with a statistical toolkit for exploration and analysis of linguistic data. It employs R, a free software environment for statistical computing, which is increasingly popular among linguists. How to do Linguistics with R: Data exploration and statistical analysis is unique in its scope, as it covers a wide range of classical and cutting-edge statistical methods, including different flavours of regression analysis and ANOVA, random forests and conditional inference trees, as well as specific linguistic approaches, among which are Behavioural Profiles, Vector Space Models and various measures of association between words and constructions. The statistical topics are presented comprehensively, but without too much technical detail, and illustrated with linguistic case studies that answer non-trivial research questions. The book also demonstrates how to visualize linguistic data with the help of attractive informative graphs, including the popular ggplot2 system and Google visualization tools.
This book has a companion website: http://doi.org/10.1075/z.195.website

Edition details

• Publisher: John Benjamins Publishing Co
• Publication date: 2015
• Language: English
• ISBN 10: 9027212244
• ISBN 13: 9789027212245
• Binding: Hardcover
• Number of pages: 454