Advancing quantitative methods in second language research. (2015)

• Record Type: Book
• Further Information: Note: Luke Plonsky.
• Authors: Plonsky, Luke
• Contents: Part I: Introduction 1. Introduction Luke Plonsky 2. The place and value of advanced quantitative methods in L2 research JD Brown Part II: Enhancing Existing Quantitative Methods 3. Statistical power, p values, descriptive statistics, and effect sizes: A "back-to-basics" approach to advancing quantitative methods in L2 research Luke Plonsky 4. A practical guide to bootstrapping descriptive statistics, correlations, t tests, and ANOVAs Geoffrey T. LaFlair, Jesse Egbert, & Luke Plonsky 5. Presenting quantitative data visually Thom Hudson 6. Meta-analysis Luke Plonsky & Frederick L. Oswald Part III: Advanced and Multivariate Methods 7. Multiple Regression Eun Hee Jeon 8. Mixed effects modeling and longitudinal data analysis Ian Cunnings & Ian Finlayson 9. Principal components analysis & factor analysis Shawn Loewen & Talip Gonulal 10. Structural equation modeling Rob Schoonen 11. Cluster analysis Douglas Biber & Shelley Staples 12. Rasch analysis Ute Knoch & Tim McNamara 13. Discriminant function analysis John M. Norris 14. Bayesian data analysis Beth Mackey & Steven Ross
• Publisher Details: London : Routledge
• Publication Date: 2015
• Extent: 1 online resource
• Subjects: 401.93; Second language acquisition -- Research; Second language acquisition -- Data processing; Language and languages -- Study and teaching -- Research; Language acquisition -- Research; Language acquisition -- Data processing; Quantitative research; Multilingual computing; Computational linguistics
• Languages: English
• ISBNs: 9781317974079; 9781317974086; 9781317974093
• Related ISBNs: 9780415718332; 9780415718349
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; item not viewed.
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