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Author: Christoph Rühlemann
Publisher: John Benjamins Publishing Company
ISBN: 9027260982
Category : Language Arts & Disciplines
Languages : en
Pages : 270
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Book Description
This book is a textbook on R, a programming language and environment for statistical analysis and visualization. Its primary aim is to introduce R as a research instrument in quantitative Interactional Linguistics. Focusing on visualization in R, the book presents original case studies on conversational talk-in-interaction based on corpus data and explains in good detail how key graphs in the case studies were programmed in R. It also includes task sections to enable readers to conduct their own research and compute their own visualizations in R. Both the code underlying the key graphs in the case studies and the datasets used in the case studies as well as in the task sections are made available on the book’s companion website.
Author: Christoph Rühlemann
Publisher: John Benjamins Publishing Company
ISBN: 9027260982
Category : Language Arts & Disciplines
Languages : en
Pages : 270
Get Book Here
Book Description
This book is a textbook on R, a programming language and environment for statistical analysis and visualization. Its primary aim is to introduce R as a research instrument in quantitative Interactional Linguistics. Focusing on visualization in R, the book presents original case studies on conversational talk-in-interaction based on corpus data and explains in good detail how key graphs in the case studies were programmed in R. It also includes task sections to enable readers to conduct their own research and compute their own visualizations in R. Both the code underlying the key graphs in the case studies and the datasets used in the case studies as well as in the task sections are made available on the book’s companion website.
Author: Christoph Rühlemann
Publisher:
ISBN: 9789027207098
Category :
Languages : en
Pages : 270
Get Book Here
Book Description
This book is a textbook on R, a programming language and environment for statistical analysis and visualization. Its primary aim is to introduce R as a research instrument in quantitative Interactional Linguistics. Focusing on visualization in R, the book presents original case studies on conversational talk-in-interaction based on corpus data and explains in good detail how key graphs in the case studies were programmed in R. It also includes task sections to enable readers to conduct their own research and compute their own visualizations in R. Both the code underlying the key graphs in the case studies and the datasets used in the case studies as well as in the task sections are made available on the book's companion website.
Author: Stefan Th. Gries
Publisher: Walter de Gruyter
ISBN: 3110216043
Category : Language Arts & Disciplines
Languages : en
Pages : 346
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Book Description
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.
Author: Bodo Winter
Publisher: Routledge
ISBN: 1351677438
Category : Education
Languages : en
Pages : 327
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Book Description
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.
Author: R. H. Baayen
Publisher: Cambridge University Press
ISBN: 1139470736
Category : Language Arts & Disciplines
Languages : en
Pages : 40
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Book Description
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.
Author: Sean Wallis
Publisher: Routledge
ISBN: 0429958668
Category : Computers
Languages : en
Pages : 463
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Book Description
Traditional approaches focused on significance tests have often been difficult for linguistics researchers to visualise. Statistics in Corpus Linguistics Research: A New Approach breaks these significance tests down for researchers in corpus linguistics and linguistic analysis, promoting a visual approach to understanding the performance of tests with real data, and demonstrating how to derive new intervals and tests. Accessibly written, this book discusses the ‘why’ behind the statistical model, allowing readers a greater facility for choosing their own methodologies. Accessibly written for those with little to no mathematical or statistical background, it explains the mathematical fundamentals of simple significance tests by relating them to confidence intervals. With sample datasets and easy-to-read visuals, this book focuses on practical issues, such as how to: • pose research questions in terms of choice and constraint; • employ confidence intervals correctly (including in graph plots); • select optimal significance tests (and what results mean); • measure the size of the effect of one variable on another; • estimate the similarity of distribution patterns; and • evaluate whether the results of two experiments significantly differ. Appropriate for anyone from the student just beginning their career to the seasoned researcher, this book is both a practical overview and valuable resource.
Author: Maria Pia Pozzato
Publisher: Springer
ISBN: 3319688588
Category : Language Arts & Disciplines
Languages : en
Pages : 307
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Book Description
This book is about the representations - both visual and linguistic - which people give of their own places of origin. It examines the drawings of interviewees who were asked to draw their own place of origin on a white A3 sheet, using pencil or colour, according to their choice. If they were born in a place they did not remember because they moved in when they were very small, they could draw the place they did remember as the scenario of their early childhood. The drawings are examined from three different perspectives: semiotics, cognitive psychology and geography. The semiotic instruments are used to describe how each person reconstructs a complex image of his/her childhood place, and how they translate their own memories from one language to another, e.g. from drawing to verbal story, trying to approach what they want to express in the best possible way. The cognitive-psychological point of view helps clarify the emotional world of the interviewees and their motivations during the process of reconstruction and expression of their childhood experiences. The geographical conceptualizations concern a cultural level and provide insight into the cartographic models that inspire the maps people drew. One of the main findings was the influence from cultural codes as demonstrated in the fact that most of the US students interviewed drew their maps showing considerable cartographic expertise in comparison to their European counterparts.
Author: Monica Gonzalez-Marquez
Publisher: John Benjamins Publishing
ISBN: 9789027223715
Category : Language Arts & Disciplines
Languages : en
Pages : 486
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Book Description
Methods in Cognitive Linguistics is an introduction to empirical methodology for language researchers. Intended as a handbook to exploring the empirical dimension of the theoretical questions raised by Cognitive Linguistics, the volume presents guidelines for employing methods from a variety of intersecting disciplines, laying out different ways of gathering empirical evidence. The book is divided into five sections. Methods and Motivations provides the reader with the preliminary background in scientific methodology and statistics. The sections on Corpus and Discourse Analysis, and Sign Language and Gesture describe different ways of investigating usage data. Behavioral Research describes methods for exploring mental representation, simulation semantics, child language development, and the relationships between space and language, and eye movements and cognition. Lastly, Neural Approaches introduces the reader to ERP research and to the computational modeling of language.
Author: Rachel R Reynolds
Publisher: Routledge
ISBN: 1000334708
Category : Social Science
Languages : en
Pages : 151
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Book Description
Essentials of Visual Interpretation explains how to talk and write critically about visual media and to examine how evolving visual environments, media, and technologies affect human selfunderstanding and culture formation. Lively and accessibly written chapters provide a solid foundation in the tools and ideas of visual meaning, familiarizing readers with a growing, cross-cultural subfield, and preparing them to pursue thoughtful work in a variety of related disciplines. The authors include rich examples and illustrations—ranging from cave paintings to memes, from optical science to visual analytics, from ancient pictographs to smart phones—that engage students with the fascinating complexity of visual interpretation. Each chapter introduces students to key terms and concepts relevant to visual analysis, with ideas for short individual or group exercises to enhance understanding. The book is ideal as a primer in visual analysis and visual communication for students in courses within communication studies, cultural studies, digital humanities, semiotics, media studies, and visual anthropology. Online support materials include multimedia activities for students and links to additional resources for students and instructors.
Author: R. L. Trask
Publisher: Icon Books Ltd
ISBN: 1848317719
Category : Language Arts & Disciplines
Languages : en
Pages : 214
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Book Description
Covering thinkers from Aristotle to Saussure and Chomsky, "Introducing Linguistics" reveals the rules and beauty that underlie language, our most human skill.
