Stefan Th. Gries

Statistics for Linguistics with R (eBook, PDF)

A Practical Introduction

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: De Gruyter
• Seitenzahl: 512
• Erscheinungstermin: 10. Mai 2021
• Englisch
• ISBN-13: 9783110718256
• Artikelnr.: 61916150

Autorenporträt

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

Rezensionen

"Gries has diligently compiled a work of great use and interest. It is relevantabove all to linguistic students and researchers, and can readily act as atextbook for taught courses. It should be noted that the book is equally usefulas a reference guide, with the analysis scenarios sufficiently well labelled andorganized so that the reader can dip into it as and when necessary, or as acomplete set of exercises which the reader can work through section by section."Andrew Caines in: Linguist List 22.412
"Gries has diligently compiled a work of great use and interest. It is relevant
above all to linguistic students and researchers, and can readily act as a
textbook for taught courses. It should be noted that the book is equally useful
as a reference guide, with the analysis scenarios sufficiently well labelled and
organized so that the reader can dip into it as and when necessary, or as a
complete set of exercises which the reader can work through section by section."
Andrew Caines in: Linguist List 22.412