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Data Visualization And Analysis In Second Language Research
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Book Synopsis Data Visualization and Analysis in Second Language Research by : Guilherme D. Garcia
Download or read book Data Visualization and Analysis in Second Language Research written by Guilherme D. Garcia and published by Taylor & Francis. This book was released on 2021-05-30 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to visualization techniques and statistical models for second language research focuses on three types of data (continuous, binary, and scalar), helping readers to understand regression models fully and to apply them in their work. Garcia offers advanced coverage of Bayesian analysis, simulated data, exercises, implementable script code, and practical guidance on the latest R software packages. The book, also demonstrating the benefits to the L2 field of this type of statistical work, is a resource for graduate students and researchers in second language acquisition, applied linguistics, and corpus linguistics who are interested in quantitative data analysis.
Book Synopsis Data Visualization and Analysis in Second Language Research by : Guilherme D. Garcia
Download or read book Data Visualization and Analysis in Second Language Research written by Guilherme D. Garcia and published by Routledge. This book was released on 2021-05-31 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to visualization techniques and statistical models for second language research focuses on three types of data (continuous, binary, and scalar), helping readers to understand regression models fully and to apply them in their work. Garcia offers advanced coverage of Bayesian analysis, simulated data, exercises, implementable script code, and practical guidance on the latest R software packages. The book, also demonstrating the benefits to the L2 field of this type of statistical work, is a resource for graduate students and researchers in second language acquisition, applied linguistics, and corpus linguistics who are interested in quantitative data analysis.
Book Synopsis Current Approaches in Second Language Acquisition Research by : Alison Mackey
Download or read book Current Approaches in Second Language Acquisition Research written by Alison Mackey and published by John Wiley & Sons. This book was released on 2023-06-26 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers the most up-to-date coverage of research methods and best practices in the study of second language acquisition, edited by two of the leading figures in the field Current Approaches in Second Language Acquisition Research provides an up-to-date overview of both traditional and cutting-edge techniques and methods in the field. Bringing together contributions from an international team of experts, this authoritative volume covers the qualitative, quantitative, survey-based, interdisciplinary, statistical analysis, and data replication methods that students and early-career researchers need to know when developing their projects and experiments in second language acquisition research. Each chapter includes best practices, case studies, and research questions, together with suggested readings which exemplify a wide range of contemporary methodologies. Current Approaches in Second Language Acquisition Research builds on the foundation of Research Methods in Second Language Acquisition, the first volume in the Wiley Blackwell Guides to Research Methods series to cover the field of SLA. Eleven new chapters and four revised chapters address classroom research methods, qualitative approaches to data, collecting introspective second language (L2) data, L2 data on brain and articulatory mechanisms, problematic terminology in the SLA community, and more. Covers theory-based methodologies, synthetic and meta-analytic work, mixed methods, coding, and statistical analysis Describes and evaluates recent methodological advances and experimental approaches in SLA research Includes study questions, links to additional resources, and example study boxes that summarize methodological principles and connect them to real-world research studies Current Approaches in Second Language Acquisition Research is an essential resource for advanced undergraduate and graduate students in SLA and applied linguistics programs, novice researchers studying SLA research methods, and more established scholars looking for a concise and up-to-date overview of SLA methodology.
Book Synopsis Advancing Quantitative Methods in Second Language Research by : Luke Plonsky
Download or read book Advancing Quantitative Methods in Second Language Research written by Luke Plonsky and published by Routledge. This book was released on 2015-07-03 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advancing Quantitative Methods in Second Language Research is the first hands-on guide to conducting advanced research methods in the fields of applied linguistics and second language studies. While a number of texts discuss basic quantitative research methodology, none focus exclusively on providing coverage of alternative advanced statistical procedures in second language studies from a practical approach. The text is bookended by discussions of these advanced procedures in the larger context of second language studies, debating their strengths, weaknesses, and potential for further research; the remaining chapters are how-to sections, each chapter following the same organization, on a wide variety of advanced research methods. By offering much-needed coverage on advanced statistical concepts and procedures, with an eye toward real-world implementation, Advancing Quantitative Methods in Second Language Research enhances the methodological repertoire of graduate students and researchers in applied linguistics and second language studies. For additional content, visit: http://oak.ucc.nau.edu/ldp3/AQMSLR.html
Book Synopsis Conducting Second-Language Reading Research by : Elizabeth B. Bernhardt
Download or read book Conducting Second-Language Reading Research written by Elizabeth B. Bernhardt and published by Routledge. This book was released on 2022-05-24 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first hands-on methods guide for second-language (L2) reading research. The authors expertly and critically situate L2 reading and literacy as a multivariate, interactive process and define terms, concepts, and research tools in connection with theory and a rich body of past empirical work, with lessons to learn and pitfalls to avoid. They concretely detail how to design empirical studies, collect data, and analyze findings in this important area. Authored by world experts on first-language (L1) and L2 reading, this book provides a comprehensive, critical, theory-driven review of methods in L2 reading research, offering a step-by-step guide from research design to study execution and data analysis. With useful pedagogical features and a unique database of L2 reading studies from around the world over three decades, this will be an invaluable resource to students and researchers of second-language acquisition, applied linguistics, education, and related areas.
Book Synopsis The Routledge Handbook of Portuguese Phonology by : André Zampaulo
Download or read book The Routledge Handbook of Portuguese Phonology written by André Zampaulo and published by Taylor & Francis. This book was released on 2024-07-08 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Portuguese Phonology provides an up-to-date description of the Portuguese phonological system, including a thorough account of the fundamental concepts, data, and previous explanations, as well as the status quaestionis, directions for future research, and further reading. Divided into five parts with contributions from leading international scholars and rising stars, the book’s 23 chapters provide a thorough account of the Portuguese sound system and a range of perspectives on Portuguese phonology. This is the most comprehensive volume on Portuguese phonology written in English, and it delves into the most pressing issues and challenges regarding a wide variety of topics, such as segmental and suprasegmental phenomena; aspects concerning the interfaces between phonology and other linguistic domains; and issues on synchronic variation, diachronic change, acquisition, and the teaching of Portuguese speech prosody to non-native learners. This in-depth resource will be invaluable for researchers and advanced students of Portuguese language and linguistics, as well as those interested in phonology and linguistics more broadly.
Book Synopsis The Cambridge Handbook of Third Language Acquisition by : Jennifer Cabrelli
Download or read book The Cambridge Handbook of Third Language Acquisition written by Jennifer Cabrelli and published by Cambridge University Press. This book was released on 2023-07-27 with total page 1009 pages. Available in PDF, EPUB and Kindle. Book excerpt: In our increasingly multilingual modern world, understanding how languages beyond the first are acquired and processed at a brain level is essential to design evidence-based teaching, clinical interventions and language policy. Written by a team of world-leading experts in a wide range of disciplines within cognitive science, this Handbook provides a comprehensive overview of the study of third (and more) language acquisition and processing. It features 30 approachable chapters covering topics such as multilingual language acquisition, education, language maintenance and language loss, multilingual code-switching, ageing in the multilingual brain, and many more. Each chapter provides an accessible overview of the state of the art in its topic, while offering comprehensive access to the specialized literature, through carefully curated citations. It also serves as a methodological resource for researchers in the field, offering chapters on methods such as case studies, corpora, artificial language systems or statistical modelling of multilingual data.
Book Synopsis Regression Modeling for Linguistic Data by : Morgan Sonderegger
Download or read book Regression Modeling for Linguistic Data written by Morgan Sonderegger and published by MIT Press. This book was released on 2023-06-06 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive textbook on regression modeling for linguistic data offers an incisive conceptual overview along with worked examples that teach practical skills for realistic data analysis. In the first comprehensive textbook on regression modeling for linguistic data in a frequentist framework, Morgan Sonderegger provides graduate students and researchers with an incisive conceptual overview along with worked examples that teach practical skills for realistic data analysis. The book features extensive treatment of mixed-effects regression models, the most widely used statistical method for analyzing linguistic data. Sonderegger begins with preliminaries to regression modeling: assumptions, inferential statistics, hypothesis testing, power, and other errors. He then covers regression models for non-clustered data: linear regression, model selection and validation, logistic regression, and applied topics such as contrast coding and nonlinear effects. The last three chapters discuss regression models for clustered data: linear and logistic mixed-effects models as well as model predictions, convergence, and model selection. The book’s focused scope and practical emphasis will equip readers to implement these methods and understand how they are used in current work. The only advanced discussion of modeling for linguists Uses R throughout, in practical examples using real datasets Extensive treatment of mixed-effects regression models Contains detailed, clear guidance on reporting models Equal emphasis on observational data and data from controlled experiments Suitable for graduate students and researchers with computational interests across linguistics and cognitive science
Book Synopsis A Guide to Doing Statistics in Second Language Research Using SPSS and R by : Jenifer Larson-Hall
Download or read book A Guide to Doing Statistics in Second Language Research Using SPSS and R written by Jenifer Larson-Hall and published by Routledge. This book was released on 2015-07-24 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Guide to Doing Statistics in Second Language Research Using SPSS and R, Second Edition is the only text available that demonstrates how to use SPSS and R as specifically related to applied linguistics and SLA research. This new edition is up-to-date with the most recent version of the SPSS software and now also includes coverage of R, a software program increasingly used by researchers in this field. Supported by a number of pedagogical features, including tip boxes and practice activities, and a wealth of screenshots, this book takes readers through each step of performing and understanding statistical research, covering the most commonly used tests in second language research, including t-tests, correlation, and ANOVA. A robust accompanying website covers additional tests of interest to students and researchers, taking them step-by-step through carrying out these tests themselves. In this comprehensive and hands-on volume, Jenifer Larson-Hall equips readers with a thorough understanding and the practical skills necessary to conducting and interpreting statisical research effectively using SPSS and R, ideal for graduate students and researchers in SLA, social sciences, and applied lingustics. For more information and materials, please visit www.routledge.com/cw/larson-hall.
Book Synopsis Packaging Digital Information for Enhanced Learning and Analysis: Data Visualization, Spatialization, and Multidimensionality by : Hai-Jew, Shalin
Download or read book Packaging Digital Information for Enhanced Learning and Analysis: Data Visualization, Spatialization, and Multidimensionality written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2013-08-31 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: With higher education turning towards data analytics as the next big advance in technology, it is important to look at how information is gathered and visualized for accurate comprehension, analysis, and decision-making. Packaging Digital Information for Enhanced Learning and Analysis: Data Visualization, Spatialization, and Multidimensionality brings together effective practices for the end-to-end capture and web based presentation of information for comprehension, analysis, and decision-making. This publication is beneficial for educators, trainers, instructional designers, web designers, and graduate students interested in improving analytical tools.
Book Synopsis Data Visualization by : Kieran Healy
Download or read book Data Visualization written by Kieran Healy and published by Princeton University Press. This book was released on 2018-12-18 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible primer on how to create effective graphics from data This book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way. Data Visualization builds the reader’s expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective “small multiple” plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible. Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings. Provides hands-on instruction using R and ggplot2 Shows how the “tidyverse” of data analysis tools makes working with R easier and more consistent Includes a library of data sets, code, and functions
Book Synopsis Improving and extending quantitative reasoning in second language research by : John M. Norris
Download or read book Improving and extending quantitative reasoning in second language research written by John M. Norris and published by John Wiley & Sons. This book was released on 2015-06-08 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Currents in Language Learning is a biennial book series published by Wiley and the Language Learning Research Club at the University of Michigan. It provides programmatic state-of-the-art overviews of current issues in the language sciences and their applications in first, second, and bi/multilingual language acquisition in naturalistic and tutored contexts. It brings together disciplinary perspectives from linguistics, psychology, education, anthropology, sociology, cognitive science, and neuroscience.
Book Synopsis Linguistic Ethnography by : Fiona Copland
Download or read book Linguistic Ethnography written by Fiona Copland and published by SAGE. This book was released on 2015-01-22 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an engaging interdisciplinary guide to the unique role of language within ethnography. The book provides a philosophical overview of the field alongside practical support for designing and developing your own ethnographic research. It demonstrates how to build and develop arguments and engages with practical issues such as ethics, transcription and impact. There are chapter-long case studies based on real research that will explain key themes and help you create and analyse your own linguistic data. Drawing on the authors’ experience they outline the practical, epistemological and theoretical decisions that researchers must take when planning and carrying out their studies. Other key features include: A clear introduction to discourse analytic traditions Tips on how to produce effective field notes Guidance on how to manage interview and conversational data Advice on writing linguistic ethnographies for different audiences Annotated suggestions for further reading Full glossary This book is a master class in understanding linguistic ethnography, it will of interest to anyone conducting field research across the social sciences.
Book Synopsis Eye Tracking in Second Language Acquisition and Bilingualism by : Aline Godfroid
Download or read book Eye Tracking in Second Language Acquisition and Bilingualism written by Aline Godfroid and published by Routledge. This book was released on 2019-10-31 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eye Tracking in Second Language Acquisition and Bilingualism provides foundational knowledge and hands-on advice for designing, conducting, and analysing eye-tracking research in applied linguistics. Godfroid’s research synthesis and methodological guide introduces the reader to fundamental facts about eye movements, eye-tracking paradigms for language scientists, data analysis, and the practicalities of building a lab. This indispensable book will appeal to undergraduate students learning principles of experimental design, graduate students developing their theoretical and statistical repertoires, experienced scholars looking to expand their own research, and eye-tracking professionals.
Book Synopsis A Guide to Quantitative Research Methods in Second Language Pronunciation by : Charlie Nagle
Download or read book A Guide to Quantitative Research Methods in Second Language Pronunciation written by Charlie Nagle and published by Taylor & Francis. This book was released on 2024-07-31 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive resource on the state-of-the-art in L2 pronunciation, surveying the most up-to-date theoretical and methodological developments to highlight the multidimensional nature of pronunciation scholarship and directions for future research. The volume examines both speech perception and production, including the perception-production link. The book explores production from a range of perspectives, including acoustic analysis of specific features and listener-based ratings of global dimensions of pronunciation. Each chapter spotlights a different dimension of pronunciation through a consistent structure, including a summary of the latest research, a critical appraisal of methods, and an overview of data analysis procedures with recommendations for practical implementation. The innovative interconnected structure allows readers to build on their knowledge with each successive chapter while also allowing the flexibility to use chapters as standalone units depending on individual interests. A concluding chapter outlines a research agenda for future scholarship, spotlighting the methods and approaches that are most likely to advance the field. This book is an invaluable resource for graduate students and researchers, at all stages of their careers, looking to expand their knowledge base in SLA and L2 pronunciation and related fields such as phonetics and phonology.
Book Synopsis The Routledge Handbook of Instructed Second Language Acquisition by : Shawn Loewen
Download or read book The Routledge Handbook of Instructed Second Language Acquisition written by Shawn Loewen and published by Taylor & Francis. This book was released on 2017-02-17 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Instructed Second Language Acquisition is the first collection of state-of-the-art papers pertaining to Instructed Second Language Acquisition (ISLA). Written by 45 world-renowned experts, the entries are full-length articles detailing pertinent issues with up-to-date references. Each chapter serves three purposes: (1) provide a review of current literature and discussions of cutting edge issues; (2) share the authors’ understanding of, and approaches to, the issues; and (3) provide direct links between research and practice. In short, based on the chapters in this handbook, ISLA has attained a level of theoretical and methodological maturity that provides a solid foundation for future empirical and pedagogical discovery. This handbook is the ideal resource for researchers, graduate students, upper-level undergraduate students, teachers, and teacher-educators who are interested in second language learning and teaching. .
Book Synopsis Analyzing Linguistic Data by : R. H. Baayen
Download or read book Analyzing Linguistic Data written by R. H. Baayen and published by Cambridge University Press. This book was released on 2008-03-06 with total page 40 pages. 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.
