Statistics for linguistics with R: a practical introduction
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:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin ; Boston
De Gruyter Mouton
[2021]
|
| Edition: | 3rd revised edition |
| Series: | Mouton Textbook
|
| Subjects: | |
| Online Access: | DE-12 DE-1043 DE-1046 DE-858 DE-859 DE-860 DE-384 DE-473 DE-20 DE-739 Volltext |
| 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 |
| Physical Description: | 1 Online-Ressource (XVI, 496 Seiten) |
| ISBN: | 9783110718256 9783110718294 |
| DOI: | 10.1515/9783110718256 |
Staff View
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| spelling | Gries, Stefan Thomas 1970- Verfasser (DE-588)131571222 aut Statistics for linguistics with R a practical introduction Stefan Th. Gries 3rd revised edition Berlin ; Boston De Gruyter Mouton [2021] © 2021 1 Online-Ressource (XVI, 496 Seiten) txt rdacontent c rdamedia cr rdacarrier Mouton Textbook 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 Linguistik R. Regressionsanalyse Statistik LANGUAGE ARTS & DISCIPLINES / Linguistics / General bisacsh R Programm (DE-588)4705956-4 gnd rswk-swf Sprachstatistik (DE-588)4182534-2 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Sprachstatistik (DE-588)4182534-2 s R Programm (DE-588)4705956-4 s DE-604 Erscheint auch als Druck-Ausgabe 978-3-11-071816-4 https://doi.org/10.1515/9783110718256 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Gries, Stefan Thomas 1970- Statistics for linguistics with R a practical introduction Linguistik R. Regressionsanalyse Statistik LANGUAGE ARTS & DISCIPLINES / Linguistics / General bisacsh R Programm (DE-588)4705956-4 gnd Sprachstatistik (DE-588)4182534-2 gnd |
| subject_GND | (DE-588)4705956-4 (DE-588)4182534-2 (DE-588)4123623-3 |
| title | Statistics for linguistics with R a practical introduction |
| title_auth | Statistics for linguistics with R a practical introduction |
| title_exact_search | Statistics for linguistics with R a practical introduction |
| title_exact_search_txtP | Statistics for linguistics with R a practical introduction |
| title_full | Statistics for linguistics with R a practical introduction Stefan Th. Gries |
| title_fullStr | Statistics for linguistics with R a practical introduction Stefan Th. Gries |
| title_full_unstemmed | Statistics for linguistics with R a practical introduction Stefan Th. Gries |
| title_short | Statistics for linguistics with R |
| title_sort | statistics for linguistics with r a practical introduction |
| title_sub | a practical introduction |
| topic | Linguistik R. Regressionsanalyse Statistik LANGUAGE ARTS & DISCIPLINES / Linguistics / General bisacsh R Programm (DE-588)4705956-4 gnd Sprachstatistik (DE-588)4182534-2 gnd |
| topic_facet | Linguistik R. Regressionsanalyse Statistik LANGUAGE ARTS & DISCIPLINES / Linguistics / General R Programm Sprachstatistik Lehrbuch |
| url | https://doi.org/10.1515/9783110718256 |
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