Statistics for Linguistics with R : : A Practical Introduction / / Stefan Th. Gries.
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 a...
Saved in:
Superior document: | Title is part of eBook package: De Gruyter DG Ebook Package English 2021 |
---|---|
VerfasserIn: | |
Place / Publishing House: | Berlin ;, Boston : : De Gruyter Mouton, , [2021] ©2021 |
Year of Publication: | 2021 |
Edition: | 3rd rev. and ext. edition |
Language: | English |
Series: | Mouton Textbook
|
Online Access: | |
Physical Description: | 1 online resource (XVI, 496 p.) |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Other title: | Frontmatter -- Statistics for Linguistics with R – Endorsements of the 3rd Edition -- Introduction -- Table of Contents -- 1 Some fundamentals of empirical research -- 2 Fundamentals of R -- 3 Descriptive statistics -- 4 Monofactorial tests -- 5 Fixed-effects regression modeling -- 6 Mixed-effects regression modeling -- 7 Tree-based approaches -- References -- About the Author |
---|---|
Summary: | 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. |
Format: | Mode of access: Internet via World Wide Web. |
ISBN: | 9783110718256 9783110750720 9783110750706 9783110749434 9783110754001 9783110753776 9783110754117 9783110753882 |
DOI: | 10.1515/9783110718256 |
Access: | restricted access |
Hierarchical level: | Monograph |
Statement of Responsibility: | Stefan Th. Gries. |