Advancing Quantitative Methods in Second Language Research
Advancing Quantitative Methods in Second Language Research
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推进第二语言研究的定量方法
DOI：
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发表时间：
2015
期刊：
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通讯作者：
Luke Plonsky
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作者：
Luke Plonsky
第一部分：导言1.介绍卢克Plonsky 2.先进的定量方法在二语研究中的地位和价值JD Brown第二部分：加强现有的定量方法3。统计功效，p值，描述性统计和效应量：一种“回到基础”的方法，以推进L2研究中的定量方法卢克Plonsky 4。描述性统计、相关性、t检验和方差分析实用指南。LaFlair，Jesse Egbert，& Luke Plonsky 5.直观地呈现定量数据Thom哈德逊6.荟萃分析Luke Plonsky & Frederick L.奥斯瓦尔德第三部分：先进和多元方法7。8.我的超次元帝国混合效应建模和纵向数据分析伊恩·坎宁斯和伊恩·芬莱森9.主成分分析和因子分析Shawn Loewen & Ganderp Gonulal 10.结构方程建模Rob Schoonen 11.聚类分析道格拉斯比伯和雪莱斯台普斯12. 13.第十三章大结局判别函数分析John M. 14. baby baby贝叶斯数据分析Beth Mackey & Steven Ross
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