Bokus
Wei Yi - Data Analysis for Applied Linguistics and Second Language Research Using R and ChatGPT, Häftad

Häftad, Engelska, 2027

Data Analysis for Applied Linguistics and Second Language Research Using R and ChatGPT

A Practical Guide With Large Language Models

Av Wei Yi

618 kr

Kommande

Beskrivning
Data Analysis for Applied Linguistics Second Language Research Using R and ChatGPT introduces the concepts and practical skills needed to analyse and visualise second language research data, using R for statistical analysis and ChatGPT to support learning.Designed for readers with little or no experience of data analysis, the book covers R programming, data manipulation and visualisation, and statistical techniques ranging from introductory to advanced. Case studies and examples help explain complex concepts, while guidance on interpreting and reporting statistical results enables readers to communicate their findings effectively. The book also introduces open-science practices that support transparent and reproducible research. Throughout, ChatGPT is incorporated as a learning tool, with an emphasis on understanding research goals and developing practical problem-solving skills.This book is ideal for students and researchers in applied linguistics and second language acquisition who are beginning to undertake quantitative research or wish to develop their data analysis skills using R and ChatGPT.The book is supported by supplementary online materials.
Produktinformation
  • Utgivningsdatum: 2027-05-31
  • Mått: 174 x 246 x undefined mm
  • Format: Häftad
  • Språk: Engelska
  • Antal sidor: 266
  • Förlag: Taylor & Francis Ltd
  • ISBN: 9781041032427
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Mer om författaren

Wei Yi is an Associate Professor in the School of Chinese as a Second Language at Peking University. His research on the processing of multiword expressions appears in journals including Language Learning, Studies in Second Language Acquisition, and Applied Linguistics. He also designed GuaSpeak, an AI-powered, multilingual language learning app.

Recensioner i media

"This book is revolutionary. As far as I know, it is the first one to show how AI can be used in SLA research, but on top of being innovative it is practical, thorough AND clear with many examples from existing and potential SLA research."Robert M. DeKeyser, Professor Emeritus of Second Language Acquisition, University of Maryland"Like a train charging ahead on the track, quantitative methods in applied linguistics continue to advance. This book—presenting an up-to-date and incredibly accessible balance of conceptual and tactical guidance, full of rich datasets, scripts, and visuals—is your ticket. Grab a copy and get on board!"Luke Plonsky, Northern Arizona University, Editor of Studies in Second Language Acquisition"Wei Yi’s methodological guide offers an excellent integration of R and generative AI. It introduces the statistical procedures used at each stage of data analysis in R and then explains how generative AI can be used to facilitate, optimize, and enhance those procedures through the prompt templates developed by the author. Yi’s book reorients statistical analysis in the age of AI, exemplifies effective human–AI collaboration, and makes a significant contribution to methodological advances in applied linguistics and second language research."Shaofeng Li, Hong Kong Polytechnic University, Editor of Research Methods in Applied Linguistics"Large language models can do more than debug code! Professor Wei Yi’s book provides an enlightening treatment of what doing quantitative research in the era of generative AI can look like, lowering barriers for students and modernizing statistical analysis education. A most timely and valuable addition to the field of applied linguistics."Aline Godfroid, Michigan State University, Associate Editor of Language Learning

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