Advancing quantitative methods in second language research:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York ; London
Routledge
2015
|
| Schriftenreihe: | Second language acquisition research series
|
| Schlagworte: | |
| Online-Zugang: | Klappentext Inhaltsverzeichnis |
| Beschreibung: | xvi, 357 Seiten Diagramme |
| ISBN: | 9780415718332 9780415718349 9781315870908 |
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Datensatz im Suchindex
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| adam_text | By picking up where introductory texts have left off, Advancing Quantitative
Methods in Second Language Research provides a “second course” on quantitative
methods and enables second language researchers to both address questions cur-
rently posed in the field in new and dynamic ways and to address novel or more
complex questions as well. In line with the practical focus of the book, each
chapter provides the conceptual motivation for and step-by-step guidance needed
to carry out a relatively advanced, novel, and/or underused statistical technique.
Using readily available statistical software packages such as SPSS, the chapters walk
the reader from conceptualization through to output and interpretation of a range
of advanced statistical procedures such as bootstrapping, mixed effects modeling,
cluster analysis, discriminant function analysis, and meta-analysis. This practical
hands-on volume equips researchers in applied linguistics and second language
acquisition (SLA) with the necessary tools and knowledge to engage more folly
with key issues and problems in SLA and to work toward expanding the statistical
repertoire of the field.
Luke PI on sky (PhD, Michigan State University) is a faculty member in the
Applied Linguistics program at Northern Arizona University. His interests include
SLA and research methods, and his publications in these and other areas have
appeared in Annual Review of Applied Linguistics, Applied Linguistics, Language Learn-
ings Modern Language Journal, and Studies in Second Language Acquisition, among
other major journals and outlets. He is also Associated Editor of Studies in Second
Language Acquisition and Managing Editor of Foreign Language Annals.
CONTENTS
List of Illustrations xi
Acknowledgments xvii
List of Contributors xix
PARTI
Introduction 1
1 Introduction 3
Luke Plonsky
2 Why Bother Learning Advanced Quantitative Methods in L2
Research? 9
fames Dean Broum
PART II
Enhancing Existing Quantitative Methods 21
3 Statistical Power, pValues, Descriptive Statistics, and Effect
Sizes: A “Back-to-Basics” Approach to Advancing Quantitative
Methods in L2 Research 23
Luke Plonsky
4 A Practical Guide to Bootstrapping Descriptive Statistics,
Correlations, t Tests, and ANOVAs 46
Geoffrey T. LaFlaify Jesse Egbert, and Luke Plonsky
x Contents
5 Presenting Quantitative Data Visually 78
Thom Hudson
6 Meta-analyzing Second Language Research 106
Luke Plonsky and Frederick L. Oswald
PART HI
Advanced and Multivariate Methods 129
7 Multiple Regression 131
Eun Hee Jeon
8 Mixed Effects Modeling and Longitudinal Data Analysis 159
Ian Cunnings and Ian Finlay son
9 Exploratory Factor Analysis and Principal
Components Analysis 182
Shawn Loewen and Talip Gonulal
10 Structural Equation Modeling in L2 Research 215
Rob Schoonen
11 Cluster Analysis 243
Shelley Staples and Douglas Biber
12 Rasch Analysis 275
Ute Knock and Tim McNamara
13 Discriminant Analysis 305
John M. Norris
14 Bayesian Informative Hypothesis Testing 329
Beth Mackey and Steven J. Ross
Index
347
|
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| discipline | Sprachwissenschaft Literaturwissenschaft |
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| spelling | Advancing quantitative methods in second language research edited by Luke Plonsky, Northern Arizona University New York ; London Routledge 2015 xvi, 357 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Second language acquisition research series Sprachlehrforschung (DE-588)4126765-5 gnd rswk-swf Fremdsprachenlernen (DE-588)4071461-5 gnd rswk-swf Quantitative Methode (DE-588)4232139-6 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Fremdsprachenlernen (DE-588)4071461-5 s Sprachlehrforschung (DE-588)4126765-5 s Quantitative Methode (DE-588)4232139-6 s DE-604 Plonsky, Luke (DE-588)1173841911 edt Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028193659&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Klappentext Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028193659&sequence=000002&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Advancing quantitative methods in second language research |
| title_auth | Advancing quantitative methods in second language research |
| title_exact_search | Advancing quantitative methods in second language research |
| title_full | Advancing quantitative methods in second language research edited by Luke Plonsky, Northern Arizona University |
| title_fullStr | Advancing quantitative methods in second language research edited by Luke Plonsky, Northern Arizona University |
| title_full_unstemmed | Advancing quantitative methods in second language research edited by Luke Plonsky, Northern Arizona University |
| title_short | Advancing quantitative methods in second language research |
| title_sort | advancing quantitative methods in second language research |
| topic | Sprachlehrforschung (DE-588)4126765-5 gnd Fremdsprachenlernen (DE-588)4071461-5 gnd Quantitative Methode (DE-588)4232139-6 gnd |
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