國立高雄大學圖資館 |

登入

回首頁

Data visualization and analysis in second language research

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Data visualization and analysis in second language researchGuilherme D. Garcia.
作者:	Garcia, Guilherme D.
出版者:	New York, NY :Routledge,2021.
面頁冊數:	1 online resource (xxii, 262 p.) :ill.
標題:	Second language acquisitionResearch
電子資源:	https://www.taylorfrancis.com/books/9781003032243
ISBN:	9781003032243$q(ebook)

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: 9781003032243$q(ebook)Subjects--Topical Terms:

535178
Second language acquisition
--ResearchIndex Terms--Genre/Form:

214472
Electronic books.

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

Dewey Class. No.: 401/.93072

Data visualization and analysis in second language research
LDR:02234nmm a2200361 a 4500 001 681347
006 m o d
007 cr nn |||muauu
008 251121s2021 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 994521
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 535178
650 0 $a Second language acquisition $x Statistical methods. $3 214296
650 0 $a Information visualization. $3 248886
650 0 $a Visual analytics. $3 285731
650 6 $a Langue seconde $x Acquisition $x Recherche $x Méthodologie. $3 994523
650 6 $a Langue seconde $x Acquisition $x Méthodes statistiques. $3 994524
650 6 $a Visualisation de l'information. $3 586442
650 6 $a Analyse visuelle. $3 973764
650 7 $a Information visualization $v Congresses. $3 384487
650 7 $a Second language acquisition $x Research $x Methodology $2 fast $3 994525
650 7 $a Second language acquisition $x Statistical methods $2 fast $3 994526
650 7 $a Visual analytics $v Congresses. $3 451937
655 4 $a Electronic books. $2 local. $3 214472
830 0 $a Second language acquisition research (Routledge (Firm)) $3 994522
856 4 0 $u https://www.taylorfrancis.com/books/9781003032243