Data visualization and analysis in second language research

Data visualization and analysis in second language research

by Garcia, Guilherme D.

Type Book
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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 statistic…

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Title Statements

  • Full title :Data visualization and analysis in second language research / Guilherme D. Garcia.

Summary

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.

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Edition Statements

  • Publication Date:2021.

Publication Statements

  • Publisher(s):Routledge
  • Place of Publication:New York
  • Language:eng
  • Publication Date:2021.

The Physical Object

  • Description:1 online resource (xxii, 262 pages) : : illustrations (black and white)

Edition Identifiers

  • ISBN:9781000394580, 1000394581, 9781003032243, 1003032249, 9781000394719, 1000394719
  • DOI:10.4324/9781003032243
  • oclc:on1245763530
  • LC Classification:P118.2
  • Dewey Decimal:418.0728

Subjects

Analyse visuelle Information visualization LANGUAGE ARTS & DISCIPLINES -- Linguist… Langue seconde -- Acquisition Second language acquisition -- -Research Second language acquisition -- Statisti… Visual analytics Visualisation de l'information

Writers

Garcia, Guilherme D.

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