How to do Linguistics with R

Data exploration and statistical analysis

Author
Natalia Levshina | Université catholique de Louvain
HardboundAvailable
ISBN 9789027212245 | EUR 105.00 | USD 158.00
 
PaperbackAvailable
ISBN 9789027212252 | EUR 36.00 | USD 54.00
 
e-Book
ISBN 9789027268457 | EUR 105.00/36.00*
| USD 158.00/54.00*
 
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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

[Not in series, 195] 2015.  xi, 443 pp.
Publishing status: Available
Table of Contents
“Levshina’s book achieves something few other books on doing linguistics with R have achieved. She has written a book that makes sense even for novice users of R and for linguists not accustomed to statistical computing. Levshina writes in a pedagogically sensitive style, in friendly language, and with just the right amount of explanatory prose to lead the reader to insightful analyses. Taken together, the chapters introduce the reader to a sparkling variety of statistical methods. Best of all, from the point of view of linguists, real *linguistic *problems take centre stage throughout the book– the statistical methods are the means to answer intriguing linguistic questions, not an end in themselves.”
“This is a fantastic textbook: extremely comprehensive (the book surveys almost all major analysis technique used in the linguistic literature – from descriptive statistics over regression analysis to semantic vector space modeling), well-written, and with a much appreciated emphasis on good data visualization. Both beginning and more experienced quantitative linguists will find this book an invaluable resource.”
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2023. How do translators select among competing (near-)synonyms in translation?. Target. International Journal of Translation Studies 35:1  pp. 1 ff. DOI logo
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2017. Experimenting on the past: a case study on changing analysability in Englishly-adverbs. English Language and Linguistics 21:2  pp. 317 ff. DOI logo
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2023. An assessment of the fourth law of Kuryłowicz: does prototypicality of meaning affect language change?. Cognitive Linguistics 34:2  pp. 261 ff. DOI logo
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2021. Variation isn’t that hard: Morphosyntactic choice does not predict production difficulty. PLOS ONE 16:6  pp. e0252602 ff. DOI logo
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2023. Statistician, Programmer, Data Scientist? Who is, or Should Be, a Corpus Linguist in the 2020s?. Journal of Linguistics/Jazykovedný casopis 74:1  pp. 52 ff. DOI logo
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2023. Chapter 8. Quotative que constructions in Spanish. In Constructions in Spanish [Constructional Approaches to Language, 34],  pp. 193 ff. DOI logo
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2023. The rise of colligations. International Journal of Corpus Linguistics 28:1  pp. 60 ff. DOI logo
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2021. Priming and persistence in bilinguals: What codeswitching tells us about lexical priming in sentential contexts*. Bilingualism: Language and Cognition 24:4  pp. 681 ff. DOI logo
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2022. The marking of spatial relations on animate nouns in Basque. Journal of Historical Linguistics 12:2  pp. 241 ff. DOI logo
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2022. Conservation in ongoing analogical change: The measurement and effect(s) oftokenfrequency. Corpus Linguistics and Linguistic Theory 18:1  pp. 77 ff. DOI logo
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2019. That Again: A Multivariate Analysis of the Factors Conditioning Syntactic Explicitness in Translated English. Across Languages and Cultures 20:1  pp. 1 ff. DOI logo
KRUGER, HAIDEE & BERTUS VAN ROOY
2020. A multifactorial analysis of contact-induced change in speech reporting in written White South African English (WSAfE). English Language and Linguistics 24:1  pp. 179 ff. DOI logo
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2020. The Interplay between Universal Processes and Cross-Linguistic Influence in the Light of Learner Corpus Data: Examining Shared Features of Non-native Englishes. In Learner Corpus Research Meets Second Language Acquisition,  pp. 67 ff. DOI logo
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2021. Martin Hilpert, Ten Lectures on Diachronic Construction Grammar. Leiden, Boston: Brill, 2021. Półrocznik Językoznawczy Tertium 6:2  pp. 211 ff. DOI logo
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2018. Alpine Marsh TitsPoecile palustris palustrisexhibit no clear sexual dimorphism other than in wing length. Ringing & Migration 33:1  pp. 36 ff. DOI logo
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2022. Corpus linguistic and experimental studies on the meaning-preserving hypothesis in Indonesian voice alternations. Linguistics Vanguard 8:1  pp. 367 ff. DOI logo
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2021. Substrate Language Influence in Postcolonial Asian Englishes and the Role of Transfer in the Complementation System. English Studies 102:8  pp. 1151 ff. DOI logo
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2022. À nouveauandde nouveauin spoken and written French. Journal of French Language Studies 32:1  pp. 76 ff. DOI logo
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2023. Reflexive analytic causatives: a diachronic analysis of transitivity parameters. English Language and Linguistics 27:4  pp. 789 ff. DOI logo
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2022. Indonesian basic olfactory terms: more negative types but more positive tokens. Cognitive Linguistics 33:3  pp. 447 ff. DOI logo
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2023. Information structure of converb constructions: Estonian -des, -mata and -maks constructions. Folia Linguistica 0:0 DOI logo
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2022. Liquid Gold Down the Drain: Measuring Perceptions of Creativity Associated with Figurative Language and Play. Cognitive Semantics 8:1  pp. 79 ff. DOI logo
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2022. Sources of variation at the onset of bilingualism: The differential effect of input factors, AOA, and cognitive skills on HL Arabic and L2 English syntax. Journal of Child Language 49:4  pp. 741 ff. DOI logo
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2021. Нестандартные количественные конструкции в русской речи носителей нанайского и ульчского языков. Russian Linguistics 45:3  pp. 305 ff. DOI logo
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2022. Latent semantic analysis for tagging activation states and identifiability in northwestern Mexican news outlets. Journal of Intelligent & Fuzzy Systems 42:5  pp. 4463 ff. DOI logo
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2023. Data Analytics and Programming for Linguistics Students: A SWOT and Survey Study. Journal of Statistics and Data Science Education  pp. 1 ff. DOI logo
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2023. Quantification and Qualification of Floral Patterns of Coffea arabica L. in Colombia. Plants 12:18  pp. 3332 ff. DOI logo
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2022. On competing indexicalities in southern Peninsular Spanish. A sociophonetic and perceptual analysis of affricate [ts] through time. Language Variation and Change 34:2  pp. 137 ff. DOI logo
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2021. Poisson regression for linguists: A tutorial introduction to modelling count data with brms. Language and Linguistics Compass 15:11 DOI logo
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2022. Predictive Analysis for Text Classification: Discrete Units in Company Registration Discourse. Białostockie Studia Prawnicze 27:4  pp. 229 ff. DOI logo
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2021.  Suǒyǐ ‘so’, they are different: an integrated subjectivity account of Mandarin RESULT connectives in conversation, microblog and newspaper discourse. Linguistics 59:4  pp. 1103 ff. DOI logo
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2024. Modeling the locative alternation in Mandarin Chinese. International Journal of Corpus Linguistics DOI logo
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2021. An Event Integration Approach to Lexicalizations of Action Correlating Events— A Case Study of “V + D&#224;o” Construction in Mandarin. Open Journal of Modern Linguistics 11:03  pp. 335 ff. DOI logo
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2023. Semantic Integration in It-Clefts: A Multifactorial Exploration of Agreement Variability in World Englishes. Journal of English Linguistics 51:4  pp. 375 ff. DOI logo
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2021. Starman or Sterrenman: An acquisitional perspective on the social meaning of English in Flanders. International Journal of Bilingualism 25:3  pp. 568 ff. DOI logo
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[no author supplied]
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This list is based on CrossRef data as of 19 february 2024. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers. Any errors therein should be reported to them.

Subjects

Main BIC Subject

CFX: Computational linguistics

Main BISAC Subject

LAN009000: LANGUAGE ARTS & DISCIPLINES / Linguistics / General
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ONIX 2.1
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U.S. Library of Congress Control Number:  2015016708 | Marc record