Applying the Rasch Model in Social Sciences Using R

Released on by Iasonas Lamprianou
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  • Applying the Rasch Model in Social Sciences Using R Book Detail

  • Author : Iasonas Lamprianou
  • Release Date : 2019-12-12
  • Publisher : Routledge
  • Genre : Psychology
  • Pages : 274
  • ISBN 13 : 1351378422
  • File Size : 58,58 MB
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Applying the Rasch Model in Social Sciences Using R by Iasonas Lamprianou PDF Summary

Book Description: This unique text provides a step-by-step beginner’s guide to applying the Rasch model in R, a probabilistic model used by researchers across the social sciences to measure unobservable ("latent") variables. Each chapter is devoted to one popular Rasch model, ranging from the least to the most complex. Through a freely available and user-friendly package, BlueSky Statistics, Lamprianou offers a range of options for presenting results, critically examines the strengths and weaknesses of applying the Rasch model in each instance, and suggests more effective methodologies where applicable. With a focus on simple software code which does not assume extensive mathematical knowledge, the reader is initially introduced to the so-called simple Rasch Model to construct a "political activism" variable out of a group of dichotomously scored questions. In subsequent chapters, the book covers everything from the Rating Scale to the Many-facets Rasch model. The final chapter even showcases a complete mock manuscript, demonstrating how a Rasch-based paper on the identification of online hate speech should look like. Combining theoretical rigor and real-world examples with empirical datasets from published papers, this book is essential reading for students and researchers alike who aspire to use Rasch models in their research.

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Rasch Measurement Theory Analysis in R

Rasch Measurement Theory Analysis in R

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Rasch Measurement Theory Analysis in R provides researchers and practitioners with a step-by-step guide for conducting Rasch measurement theory analyses using R

Applying the Rasch Model

Applying the Rasch Model

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Written in an accessible style, this book facilitates a deep understanding of the Rasch model. Authors Bond and Fox review the crucial properties of the Rasch m