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How to do Linguistics with R

2015-11-25 Language Arts & Disciplines
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Release : 2015-11-25
Genre : Language Arts & Disciplines
Kind : eBook
Book Rating : 452/5 ( reviews)

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Book Synopsis How to do Linguistics with R by : Natalia Levshina

Download or read book How to do Linguistics with R written by Natalia Levshina. This book was released on 2015-11-25. Available in PDF, EPUB and Kindle. Book excerpt: 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

Statistics for Linguistics with R

2009-12-15 Language Arts & Disciplines
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Release : 2009-12-15
Genre : Language Arts & Disciplines
Kind : eBook
Book Rating : 043/5 ( reviews)

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Book Synopsis Statistics for Linguistics with R by : Stefan Th. Gries

Download or read book Statistics for Linguistics with R written by Stefan Th. Gries. This book was released on 2009-12-15. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introduction to statistics for linguists using the open source software R. It is aimed at students and instructors/professors with little or no statistical background and is written in a non-technical and reader-friendly/accessible style. It first introduces in detail the overall logic underlying quantitative studies: exploration, hypothesis formulation and operationalization, and the notion and meaning of significance tests. It then introduces some basics of the software R relevant to statistical data analysis. A chapter on descriptive statistics explains how summary statistics for frequencies, averages, and correlations are generated with R and how they are graphically represented best. A chapter on analytical statistics explains how statistical tests are performed in R on the basis of many different linguistic case studies: For nearly every single example, it is explained what the structure of the test looks like, how hypotheses are formulated, explored, and tested for statistical significance, how the results are graphically represented, and how one would summarize them in a paper/article. A chapter on selected multifactorial methods introduces how more complex research designs can be studied: methods for the study of multifactorial frequency data, correlations, tests for means, and binary response data are discussed and exemplified step-by-step. Also, the exploratory approach of hierarchical cluster analysis is illustrated in detail. The book comes with many exercises, boxes with short think breaks and warnings, recommendations for further study, and answer keys as well as a statistics for linguists newsgroup on the companion website. The volume is aimed at beginners on every level of linguistic education: undergraduate students, graduate students, and instructors/professors and can be used in any research methods and statistics class for linguists. It presupposes no quantitative/statistical knowledge whatsoever and, unlike most competing books, begins at step 1 for every method and explains everything explicitly.

Quantitative Corpus Linguistics with R

2009-03-04 Education
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Release : 2009-03-04
Genre : Education
Kind : eBook
Book Rating : 600/5 ( reviews)

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Book Synopsis Quantitative Corpus Linguistics with R by : Stefan Th. Gries

Download or read book Quantitative Corpus Linguistics with R written by Stefan Th. Gries. This book was released on 2009-03-04. Available in PDF, EPUB and Kindle. Book excerpt: The first textbook of its kind, Quantitative Corpus Linguistics with R demonstrates how to use the open source programming language R for corpus linguistic analyses. Computational and corpus linguists doing corpus work will find that R provides an enormous range of functions that currently require several programs to achieve – searching and processing corpora, arranging and outputting the results of corpus searches, statistical evaluation, and graphing.

Statistics for Linguists: An Introduction Using R

2019-10-30 Education
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Release : 2019-10-30
Genre : Education
Kind : eBook
Book Rating : 438/5 ( reviews)

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Book Synopsis Statistics for Linguists: An Introduction Using R by : Bodo Winter

Download or read book Statistics for Linguists: An Introduction Using R written by Bodo Winter. This book was released on 2019-10-30. Available in PDF, EPUB and Kindle. Book excerpt: Statistics for Linguists: An Introduction Using R is the first statistics textbook on linear models for linguistics. The book covers simple uses of linear models through generalized models to more advanced approaches, maintaining its focus on conceptual issues and avoiding excessive mathematical details. It contains many applied examples using the R statistical programming environment. Written in an accessible tone and style, this text is the ideal main resource for graduate and advanced undergraduate students of Linguistics statistics courses as well as those in other fields, including Psychology, Cognitive Science, and Data Science.

Analyzing Linguistic Data

2008-03-06 Language Arts & Disciplines
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Release : 2008-03-06
Genre : Language Arts & Disciplines
Kind : eBook
Book Rating : 736/5 ( reviews)

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Book Synopsis Analyzing Linguistic Data by : R. H. Baayen

Download or read book Analyzing Linguistic Data written by R. H. Baayen. This book was released on 2008-03-06. Available in PDF, EPUB and Kindle. Book excerpt: Statistical analysis is a useful skill for linguists and psycholinguists, allowing them to understand the quantitative structure of their data. This textbook provides a straightforward introduction to the statistical analysis of language. Designed for linguists with a non-mathematical background, it clearly introduces the basic principles and methods of statistical analysis, using 'R', the leading computational statistics programme. The reader is guided step-by-step through a range of real data sets, allowing them to analyse acoustic data, construct grammatical trees for a variety of languages, quantify register variation in corpus linguistics, and measure experimental data using state-of-the-art models. The visualization of data plays a key role, both in the initial stages of data exploration and later on when the reader is encouraged to criticize various models. Containing over 40 exercises with model answers, this book will be welcomed by all linguists wishing to learn more about working with and presenting quantitative data.

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