A Step-by-Step Guide to Applying the Rasch Model Using R: A Manual for the Social Sciences - Brossura

Lamprianou, Iasonas

Brossura

ISBN 10: 1032619406 ISBN 13: 9781032619408

Casa editrice: Routledge, 2024

Riassunto

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-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.

Su questo libro

Informazioni sull?autore

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.

Dettagli dell'edizione

• Editore: Routledge
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 1032619406
• ISBN 13: 9781032619408
• Rilegatura: Copertina flessibile
• Numero edizione: 2
• Numero di pagine: 320
• Contatto del produttore: Routledge; https://www.routledge-ny.com/; ; Stockst?dter Str. 20; Gro?ostheim; Bayern; Germania