東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Linked to FindBook

Google Book

Amazon

博客來

Data visualization and analysis in second language research

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data visualization and analysis in second language research/ Guilherme D. Garcia.
Author:	Garcia, Guilherme D.
Published:	New York, NY :Routledge, : 2021.,
Description:	1 online resource (xxii, 262 p.) :ill.
[NT 15003449]:	Part I: Getting ready. Introduction -- R basics -- Part II: Visualizing the data. Continuous data -- Categorical data -- Aesthetics: optimizing your figures -- Part III: Analyzing the data. Linear regression -- Logistic regression -- Ordinal regression -- Hierarchical models -- Going Bayesian -- Final remarks.
Subject:	Second language acquisition - Research -
Online resource:	https://www.taylorfrancis.com/books/9781003032243
ISBN:	9781003032243

Data visualization and analysis in second language research
Garcia, Guilherme D.

Data visualization and analysis in second language research[electronic resource] /Guilherme D. Garcia. - New York, NY :Routledge,2021. - 1 online resource (xxii, 262 p.) :ill. - Second language acquisition research series. - Second language acquisition research (Routledge (Firm)).

Includes bibliographical references (pages 257-260) and indexes.

Part I: Getting ready. Introduction -- R basics -- Part II: Visualizing the data. Continuous data -- Categorical data -- Aesthetics: optimizing your figures -- Part III: Analyzing the data. Linear regression -- Logistic regression -- Ordinal regression -- Hierarchical models -- Going Bayesian -- Final remarks.

"This introduction to visualization techniques and statistical models for second language research focuses on three types of data (continuous, binary, and scalar), helping readers to understand regression models fully and to apply them in their work. Garcia offers advanced coverage of Bayesian analysis, simulated data, exercises, implementable script code, and practical guidance on the latest R software packages. The book, also demonstrating the benefits to the L2 field of this type of statistical work, is a resource for graduate students and researchers in second language acquisition, applied linguistics, and corpus linguistics who are interested in quantitative data analysis."--Provided by publisher.

ISBN: 9781003032243Subjects--Topical Terms:

532861
Second language acquisition
--ResearchIndex Terms--Genre/Form:

542853
Electronic books.

LC Class. No.: P118.2 / .G367 2021eb

Dewey Class. No.: 401/.93072

Data visualization and analysis in second language research
LDR:02233nmm a2200361 a 4500 001 2415784
006 m o d
007 cr nn |||muauu
008 260207s2021 nyua ob 001 0 eng d
020 $a 9781003032243 $q (ebook)
020 $a 1003032249 $q (ebook)
020 $a 9781000394580 $q (ebook)
020 $a 1000394581 $q (ebook)
020 $a 9781000394719 $q (ebook)
020 $a 1000394719 $q (ebook)
020 $z 9780367469641 $q (hardback)
020 $z 0367469642 $q (hardback)
020 $z 9780367469610 $q (paperback)
020 $z 0367469618 $q (paperback)
035 $a (OCoLC)1245763530
035 $a (OCoLC-P)1245763530
035 $a 9781003032243
040 $a OCoLC-P $b eng $c OCoLC-P
041 0 $a eng
050 4 $a P118.2 $b .G367 2021eb
082 0 4 $a 401/.93072 $2 23
100 1 $a Garcia, Guilherme D. $3 3793839
245 1 0 $a Data visualization and analysis in second language research $h [electronic resource] / $c Guilherme D. Garcia.
260 $a New York, NY : $b Routledge, $c 2021.
300 $a 1 online resource (xxii, 262 p.) : $b ill.
490 1 $a Second language acquisition research series
504 $a Includes bibliographical references (pages 257-260) and indexes.
505 0 $a Part I: Getting ready. Introduction -- R basics -- Part II: Visualizing the data. Continuous data -- Categorical data -- Aesthetics: optimizing your figures -- Part III: Analyzing the data. Linear regression -- Logistic regression -- Ordinal regression -- Hierarchical models -- Going Bayesian -- Final remarks.
520 $a "This introduction to visualization techniques and statistical models for second language research focuses on three types of data (continuous, binary, and scalar), helping readers to understand regression models fully and to apply them in their work. Garcia offers advanced coverage of Bayesian analysis, simulated data, exercises, implementable script code, and practical guidance on the latest R software packages. The book, also demonstrating the benefits to the L2 field of this type of statistical work, is a resource for graduate students and researchers in second language acquisition, applied linguistics, and corpus linguistics who are interested in quantitative data analysis."--Provided by publisher.
650 0 $a Second language acquisition $x Research $x Methodology. $3 532861
650 0 $a Second language acquisition $x Statistical methods. $3 617857
650 0 $a Information visualization. $3 615673
650 0 $a Visual analytics. $3 907655
650 6 $a Langue seconde $x Acquisition $x Recherche $x Méthodologie. $3 3793841
650 6 $a Langue seconde $x Acquisition $x Méthodes statistiques. $3 3793842
650 6 $a Visualisation de l'information. $3 1613683
650 6 $a Analyse visuelle. $3 3793843
650 7 $a Information visualization $v Handbooks, manuals, etc. $3 2054577 $3 3797350
650 7 $a Second language acquisition $x Research $x Methodology $2 fast $3 3793844
650 7 $a Second language acquisition $x Statistical methods $2 fast $3 3793845
650 7 $a Visual analytics $v Congresses. $3 3630834
655 4 $a Electronic books. $2 lcsh $3 542853
830 0 $a Second language acquisition research (Routledge (Firm)) $3 3793840
856 4 0 $u https://www.taylorfrancis.com/books/9781003032243