Data Visualization and Analysis in Second Language Research Contributor(s): Garcia, Guilherme D. (Author) |
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ISBN: 0367469642 ISBN-13: 9780367469641 Publisher: Routledge OUR PRICE: $171.00 Product Type: Hardcover - Other Formats Published: May 2021 |
Additional Information |
BISAC Categories: - Language Arts & Disciplines | Linguistics - General - Business & Economics | Mergers & Acquisitions - Mathematics | Probability & Statistics - Bayesian Analysis |
Physical Information: 0.8" H x 6.1" W x 9.1" (1.10 lbs) 264 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |