Statistics for Linguistics with R: A Practical Introduction

Author:   Stefan Th. Gries
Publisher:   De Gruyter
Edition:   3rd rev. and ext. edition
ISBN:  

9783110718164


Pages:   512
Publication Date:   10 May 2021
Format:   Paperback
Availability:   In Print   Availability explained
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Statistics for Linguistics with R: A Practical Introduction


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Overview

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.

Full Product Details

Author:   Stefan Th. Gries
Publisher:   De Gruyter
Imprint:   De Gruyter Mouton
Edition:   3rd rev. and ext. edition
Weight:   0.756kg
ISBN:  

9783110718164


ISBN 10:   3110718162
Pages:   512
Publication Date:   10 May 2021
Audience:   College/higher education ,  Tertiary & Higher Education ,  Tertiary & Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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

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