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Dirk (Hrsg.) Speelman

Mixed-Effects Regression Models in Linguistics

Ebook (PDF Format)

When data consist of grouped observations or clusters, and there is a risk that measurements within the same group are not independent, group-specific random effects can be added to a regression model in order to account for such within-group associations. Regression models that contain such group-specific random effects are called mixed-effects regression models, or simply mixed models. Mixed models are a versatile tool that can handle both balanced and unbalanced datasets and that can also be applied when several layers of grouping are present in the data; these layers can either be nested or crossed.  In linguistics, as in many other fiel… Mehr

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Produktdetails


Weitere Autoren: Heylen, Kris (Hrsg.) / Geeraerts, Dirk (Hrsg.)
  • ISBN: 978-3-319-69830-4
  • EAN: 9783319698304
  • Produktnummer: 25826396
  • Verlag: Springer-Verlag GmbH
  • Sprache: Englisch
  • Erscheinungsjahr: 2018
  • Seitenangabe: 146 S.
  • Plattform: PDF
  • Masse: 3'291 KB
  • Auflage: 1st ed. 2018
  • Abbildungen: 20 farbige Tabellen, Bibliographie

Über den Autor


Dirk Speelman is associate professor at the department of linguistics at the KU Leuven. Dirk's main research interest lies in the fields of corpus linguistics, computational lexicology and variational linguistics in general. Much of his work focuses on methodology and on the application of statistical and other quantitative methods to the study of language.  Kris Heylen is a research fellow at the research group Quantitative Lexicology and Variational Linguistics at the University of Leuven (KU Leuven, Belgium) and research fellow at the Institute for the Dutch Language (INT, Leiden, The Netherlands). He specialises in the corpus-based, statistical modelling of lexical semantics and lexical variation.  Dirk Geeraerts is professor of linguistics at the University of Leuven, where founded the research unit Quantitative Lexicology and Variational Linguistics. His main research interests involve the overlapping fields of lexical semantics and lexicology, with a specific descriptive interest in social variation, a strong methodological commitment to corpus analysis, and a theoretical background in Cognitive Linguistics.

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