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- Title
Expanding the Methodological Arsenal of Applied Linguistics with a Robust Statistical Procedure.
- Authors
Nikitina, Larisa; Furuoka, Fumitaka
- Abstract
The article presents a study which proposes the combination of the robust statistical procedure called quantile regression (QR) with bootstrapping in applied linguistics. Also cited are the claims that parametric statistical tests may not be feasible in studies with a small sample size and non-normal data, the methodological challenges posed by the presence of outliers or cases broadly different from the rest of the data set, and the case of mixed-methods studies.
- Subjects
APPLIED linguistics; QUANTILE regression; STATISTICAL bootstrapping; OUTLIERS (Statistics); STATISTICAL sampling; REGRESSION analysis
- Publication
Applied Linguistics, 2018, Vol 39, Issue 3, p422
- ISSN
0142-6001
- Publication type
Article
- DOI
10.1093/applin/amx026