How to do Linguistics with R: Data exploration and statistical analysis 英文版 语言学 使用R语言统计方法：数据探索和统计分析
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海外北美洲
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作者Natalia Levshina
出版社John Benjamins Publishing Company
ISBN9789027212252
出版时间1940
装帧平装
页数454页
上书时间2024-05-09
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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
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