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A Step-by-Step Guide to Applying the Rasch Model Using R A Manual for the Social S... - ebooks1001 - 11-05-2024
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Free Download A Step-by-Step Guide to Applying the Rasch Model Using R;A Manual for the Social Sciences;Second edition
by IASONAS LAMPRIANOU
English | 2025 | ISBN: 1032619406 | 321 pages | True PDF EPUB | 20.48 MB
This new edition provides a step-by-step guide to applying the Rasch model in R, a probabilistic model used by researchers across the social sciences to measure unobservable ("latent") variables. Although the focus is on simple R code, the book provides updated guidance through the point-and-click menus of BlueSky Statistics software. The book covers all Rasch models frequently used in social sciences, from the Simple Rasch model to the Rating Scale, Partial Credit and Many-Facet Rasch models. Using a pragmatic approach to model-data fit, this book offers helpful practical examples to investigate Rasch model assumptions. In addition to traditional Rasch model approaches, it introduces the Rasch model as a special case of a Generalized Mixed Effects Model. Readers will also benefit from the online support material, which includes all the code used in the book in downloadable and useable files. It also provides a comprehensive guide to R programming and practical guidance on using BlueSky Statistics software's point-and-click menus. This dual approach enables readers to experiment with data analysis using the provided data sets, enhancing their understanding and application of statistical concepts. It will be a valuable resource for both students and researchers who want to use Rasch models in their research.
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