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aryadoust v quantitative data analysis vol i 2019

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Textbook in PDF format Quantitative Data Analysis for Language Assessment Volume I: Fundamental Techniques is a resource book that presents the most fundamental techniques of quantitative data analysis in the field of language assessment. Each chapter provides an accessible explanation of the selected technique, a review of language assessment studies that have used the technique, and finally, an example of an authentic study that uses the technique. Readers also get a taste of how to apply each technique through the help of supplementary online resources that include sample data sets and guided instructions. Language assessment students, test designers, and researchers should find this a unique reference as it consolidates theory and application of quantitative data analysis in language assessment. Introduction Test development, reliability, and generalizability Item analysis in language assessment Univariate generalizability theory in language assessment Multivariate generalizability theory in language assessment Unidimensional Rasch measurement Applying Rasch measurement in language assessment: unidimensionality and local independence The Rasch measurement approach to differential item functioning (DIF) analysis in language assessment research Application of the rating scale model and the partial credit model in language assessment research Many-facet Rasch measurement: implications for rater-mediated language assessment Univariate and multivariate statistical analysis Analysis of differences between groups: the t-test and the analysis of variance (ANOVA) in language assessment Application of ANCOVA and MANCOVA in language assessment research Application of linear regression in language assessment Application of exploratory factor analysis in language assessment

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Aryadoust V. Quantitative Data Analysis for Language Assessment. Vol I. 2019.pdf 4.0 MB

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aryadoust v quantitative data analysis vol i 2019

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