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Step-by-Step Guide to Applying the Rasch Model Using R

Udkommer d. 17.12.2024

Step-by-Step Guide to Applying the Rasch Model Using R

- A Manual for the Social Sciences

  • Format
  • E-bog, ePub
  • Engelsk
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Beskrivelse

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.

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Detaljer
  • SprogEngelsk
  • Sidetal320
  • Udgivelsesdato17-12-2024
  • ISBN139781040259184
  • Forlag Taylor & Francis
  • FormatePub

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