A Step-by-Step Guide to Applying the Rasch Model Using R
Routledge (Verlag)
978-1-032-61940-8 (ISBN)
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The book covers all Rasch models frequently used in social sciences, from the Simple Rasch model to the Rating Scale, Partial Credit, and Many-Facets 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.
Iasonas Lamprianou is Associate Professor of Quantitative Methods at the University of Cyprus. He specializes in the operationalization and measurement of latent variables in the social sciences. Iasonas has a long-standing interest on the application of Rasch models on empirical data and has published widely in diverse disciplines such as education, political science, sociology and psychology.
1. Introduction 2. “Have You Assaulted a Politician?” Measuring Political Engagement Using the Simple Rasch Model 3. Expectations and Residuals 4. “All We Need Is Love (and Money)!” An Introduction to the Rating Scale Rasch Model 5. Relaxing the Common Scale: The Partial Credit Model 6. Observations or Subjective Interpretations? A Many-facets Rasch Model 7. The Rasch Model as a Generalized Linear Mixed Model 8. Publishing a Paper: Detection of Online Hate Speech
| Erscheinungsdatum | 06.11.2024 |
|---|---|
| Reihe/Serie | Quantitative Methodology Series |
| Zusatzinfo | 19 Tables, black and white; 14 Line drawings, black and white; 68 Halftones, black and white; 82 Illustrations, black and white |
| Verlagsort | London |
| Sprache | englisch |
| Maße | 174 x 246 mm |
| Gewicht | 453 g |
| Themenwelt | Geisteswissenschaften ► Psychologie ► Allgemeine Psychologie |
| Geisteswissenschaften ► Psychologie ► Test in der Psychologie | |
| Sozialwissenschaften ► Pädagogik | |
| ISBN-10 | 1-032-61940-6 / 1032619406 |
| ISBN-13 | 978-1-032-61940-8 / 9781032619408 |
| Zustand | Neuware |
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