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Multilevel Modeling of Categorical Outcomes Using IBM SPSS (Quantitative Methodology Series)

Multilevel Modeling of Categorical Outcomes Using IBM SPSS (Quantitative Methodology Series)

Автор: Ronald H Heck, Scott Thomas, Lynn Tabata, 455 стр., ISBN: 1848729561

This is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools, model conceptualization, and model specification issues related to single-level and multilevel models with categorical outcomes. Screen shots clearly demonstrate techniques and navigation of the program. Modeling syntax is provided in the appendix. Examples of various types of categorical outcomes demonstrate how to set up each model and interpret the output. Extended examples illustrate the logic of model development, interpretation of output, the context of the research questions, and the steps around which the analyses are structured. Readers can replicate examples in each chapter by using the corresponding data and syntax files available at www.psypress.com/9781848729568. The book...
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