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Statistics in Language Research : Analysis of Variance

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Title: Statistics in Language Research : Analysis of Variance
Description: Statistics in Language Research gives a non-technical but more or less complete treatment of Analysis of Variance (ANOVA) for language researchers. ANOVA is the most frequently used technique when handling the outcomes of research designs with more than two treatments or groups. This technique is used in all parts of linguistics which deal with observations obtained in survey studies and in (quasi-)experimental research, like applied linguistics, psycholinguistics, sociolinguistics, language and speech pathology and phonetics. Most statistical textbooks in the social sciences take examples typical of their own field and, in addition, omit subjects which are particularly relevant for language researchers, like power analysis, quasi F, F1, F2 and minF'. This book offers a thorough introduction to the basic principles of analysis of variance, based on examples taken from language research, and goes beyond the conventional topics treated in introductory textbooks, as it covers topics like'violations of assumptions','missing data','problems in repeated measures designs','alternatives to analysis of variance'(such as randomization tests and multilevel analysis). Each chapter consists of four sections: treatment of the subject under discussion, a summary of relevant terms and concepts, a section devoted to reporting statistics, and finally an exercise section. After the first introductory chapter, in which fundamental concepts like'variables','cases'and SPSS data formats are presented, the book continues with two'refreshment'chapters, in which the principles of statistical testing are revised, focusing on the well-known t test. These chapters also deal with the essential, but often neglected concepts of'statistical power'and'sample size'. In every chapter examples of SPSS input and output are given.
Authors: Toni Rietveld, Roeland van Hout
Resource Type: eBook.
Subjects: Analysis of variance, Linguistics--Statistical methods
Categories: LANGUAGE ARTS & DISCIPLINES / Linguistics / General
Database: eBook Collection (EBSCOhost)
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PubType: eBook
PubTypeId: ebook
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  Data: Statistics in Language Research gives a non-technical but more or less complete treatment of Analysis of Variance (ANOVA) for language researchers. ANOVA is the most frequently used technique when handling the outcomes of research designs with more than two treatments or groups. This technique is used in all parts of linguistics which deal with observations obtained in survey studies and in (quasi-)experimental research, like applied linguistics, psycholinguistics, sociolinguistics, language and speech pathology and phonetics. Most statistical textbooks in the social sciences take examples typical of their own field and, in addition, omit subjects which are particularly relevant for language researchers, like power analysis, quasi F, F1, F2 and minF'. This book offers a thorough introduction to the basic principles of analysis of variance, based on examples taken from language research, and goes beyond the conventional topics treated in introductory textbooks, as it covers topics like'violations of assumptions','missing data','problems in repeated measures designs','alternatives to analysis of variance'(such as randomization tests and multilevel analysis). Each chapter consists of four sections: treatment of the subject under discussion, a summary of relevant terms and concepts, a section devoted to reporting statistics, and finally an exercise section. After the first introductory chapter, in which fundamental concepts like'variables','cases'and SPSS data formats are presented, the book continues with two'refreshment'chapters, in which the principles of statistical testing are revised, focusing on the well-known t test. These chapters also deal with the essential, but often neglected concepts of'statistical power'and'sample size'. In every chapter examples of SPSS input and output are given.
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      – Code: 410.21
        Scheme: ddc
        Type: prePub
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      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Analysis of variance
        Type: general
      – SubjectFull: Linguistics--Statistical methods
        Type: general
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      – TitleFull: Statistics in Language Research : Analysis of Variance
        Type: main
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          Name:
            NameFull: Toni Rietveld
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            NameFull: Roeland van Hout
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            NameFull: Toni Rietveld
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2005
            – D: 04
              M: 02
              Type: profile
              Y: 2014
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              Value: 9783110185805
            – Type: isbn-print
              Value: 9783110185812
            – Type: isbn-electronic
              Value: 9783110877809
          Titles:
            – TitleFull: Statistics in Language Research : Analysis of Variance
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