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A Step-by-Step Guide to Applying the Rasch Model Using R|Iasonas Lamprianou

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

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Overview

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.

This item is Non-Returnable

Details

  • ISBN-13: 9781032619408
  • ISBN-10: 1032619406
  • Publisher: Routledge
  • Publish Date: December 2024
  • Dimensions: 9.69 x 6.85 x 0.67 inches
  • Shipping Weight: 1.17 pounds
  • Page Count: 292

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