Statistics for Linguistics with R: A Practical Introduction (Mouton Textbook) - Softcover

Gries, Stefan Th.

 
9783110718164: Statistics for Linguistics with R: A Practical Introduction (Mouton Textbook)
Softcover
ISBN 10: 3110718162 ISBN 13: 9783110718164
Verlag: De Gruyter Mouton, 2021

Inhaltsangabe

This is the third, newly revised and extended edition of this successful book (that has already been translated into three languages). Like the previous editions, it is entirely based on the programming language and environment R and is still thoroughly hands-on (with thousands of lines of heavily annotated code for all computations and plots). However, this edition has been updated based on many workshops/bootcamps taught by the author all over the world for the past few years: This edition has been didactically streamlined with regard to its exposition, it adds two new chapters - one on mixed-effects modeling, one on classification and regression trees as well as random forests - plus it features new discussion of curvature, orthogonal and other contrasts, interactions, collinearity, the effects and emmeans packages, autocorrelation/runs, some more bits on programming, writing statistical functions, and simulations, and many practical tips based on 10 years of teaching with these materials.

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Über die Autorin bzw. den Autor

Stefan Th. Gries, University of California, Santa Barbara, CA, USA & Justus Liebig University Giessen, Germany.

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Verlag
De Gruyter Mouton
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3110718162
ISBN 13 
9783110718164
Einband
Tapa blanda
Auflage
3
Anzahl der Seiten
514
Kontakt zum Hersteller
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Verantwortliche Person
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