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Statistics for linguistics with R : a practical introduction

[NT 42944] Record Type:	[NT 1579] Language materials, printed : [NT 40817] monographic
[NT 47348] Title Information:	a practical introduction
[NT 47261] Author:	GriesStefan Thomas, 1970-
[NT 47351] Place of Publication:	Berlin
[NT 47263] Published:	de Gruyter Mouton;
[NT 47352] Year of Publication:	2021
[NT 50960] Edition:	3rd rev. ed.
[NT 47264] Description:	xvi, 495 p.ill. : 23 cm.;
[NT 47298] Series:	Mouton Textbook
[NT 47266] Subject:	Linguistics - Statistical methods. -
[NT 47266] Subject:	R (Computer program language) -
[NT 51398] 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.
[NT 50961] ISBN:	978-3-11-071816-4pbk.
[NT 50961] ISBN:	3-11-071816-2pbk.

Statistics for linguistics with R : a practical introduction
Gries, Stefan Thomas

Statistics for linguistics with R : a practical introduction / Stefan Th. Gries - 3rd rev. ed.. - Berlin : de Gruyter Mouton, 2021. - xvi, 495 p. ; ill. ; 23 cm.. - (Mouton Textbook).
Includes bibliographical references..
ISBN 978-3-11-071816-4ISBN 3-11-071816-2
LinguisticsR (Computer program language) -- Statistical methods.

Statistics for linguistics with R : a practical introduction
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010 1 $a 3-11-071816-2 $b pbk. $d NT$1149
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200 1 $a Statistics for linguistics with R $e a practical introduction $f Stefan Th. Gries
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215 1 $a xvi, 495 p. $c ill. $d 23 cm.
225 1 # $a Mouton Textbook
320 $a Includes bibliographical references.
330 $a 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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606 # $a R (Computer program language) $3 134676
676 $a 410.2855362
700 1 $a Gries $b Stefan Thomas $f 1970- $3 421769
801 0 $a tw $b 嶺東科技大學圖書館