Data Visualization and Analysis in Second Language Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Visualization and Analysis in Second Language Research write by Guilherme D. Garcia. This book was released on 2021-05-30. Data Visualization and Analysis in Second Language Research available in PDF, EPUB and Kindle. 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.
Data Visualization and Analysis in Second Language Research
Data Visualization and Analysis in Second Language Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Visualization and Analysis in Second Language Research write by Guilherme D. Garcia. This book was released on 2021-05-31. Data Visualization and Analysis in Second Language Research available in PDF, EPUB and Kindle. 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.
Data Visualization
Data Visualization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Visualization write by Kieran Healy. This book was released on 2018-12-18. Data Visualization available in PDF, EPUB and Kindle. 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
Conducting Second-Language Reading Research
Conducting Second-Language Reading Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Conducting Second-Language Reading Research write by Elizabeth B. Bernhardt. This book was released on 2022-05-24. Conducting Second-Language Reading Research available in PDF, EPUB and Kindle. 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.
A Guide to Quantitative Research Methods in Second Language Pronunciation
A Guide to Quantitative Research Methods in Second Language Pronunciation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Guide to Quantitative Research Methods in Second Language Pronunciation write by Charlie Nagle. This book was released on 2024-07-31. A Guide to Quantitative Research Methods in Second Language Pronunciation available in PDF, EPUB and Kindle. 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.
