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  2. Psykologisk metodologi
  3. Psykologiske tests og måling

Computational Aspects of Psychometric Methods

- With R
Af: Patricia Martinkova, Adela Hladka Engelsk Paperback

Computational Aspects of Psychometric Methods

- With R
Af: Patricia Martinkova, Adela Hladka Engelsk Paperback
Tjek vores konkurrenters priser

This book covers the computational aspects of psychometric methods involved in developing measurement instruments and analyzing measurement data in social sciences. It covers the main topics of psychometrics such as validity, reliability, item analysis, item response theory models, and computerized adaptive testing. The computational aspects comprise the statistical theory and models, comparison of estimation methods and algorithms, as well as an implementation with practical data examples in R and also in an interactive ShinyItemAnalysis application.

Key Features:

  • Statistical models and estimation methods involved in psychometric research
  • Includes reproducible R code and examples with real datasets
  • Interactive implementation in ShinyItemAnalysis application

The book is targeted toward a wide range of researchers in the field of educational, psychological, and health-related measurements. It is also intended for those developing measurement instruments and for those collecting and analyzing data from behavioral measurements, who are searching for a deeper understanding of underlying models and further development of their analytical skills. The datasets and the R code can be accessed here: https://www.cs.cas.cz/comps/CAPMbook/. 

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Tjek vores konkurrenters priser
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This book covers the computational aspects of psychometric methods involved in developing measurement instruments and analyzing measurement data in social sciences. It covers the main topics of psychometrics such as validity, reliability, item analysis, item response theory models, and computerized adaptive testing. The computational aspects comprise the statistical theory and models, comparison of estimation methods and algorithms, as well as an implementation with practical data examples in R and also in an interactive ShinyItemAnalysis application.

Key Features:

  • Statistical models and estimation methods involved in psychometric research
  • Includes reproducible R code and examples with real datasets
  • Interactive implementation in ShinyItemAnalysis application

The book is targeted toward a wide range of researchers in the field of educational, psychological, and health-related measurements. It is also intended for those developing measurement instruments and for those collecting and analyzing data from behavioral measurements, who are searching for a deeper understanding of underlying models and further development of their analytical skills. The datasets and the R code can be accessed here: https://www.cs.cas.cz/comps/CAPMbook/. 

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 324
ISBN-13: 9780367515393
Indbinding: Paperback
Udgave:
ISBN-10: 0367515393
Kategori: Psykologiske tests og måling
Udg. Dato: 3 jul 2023
Længde: 21mm
Bredde: 253mm
Højde: 175mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 3 jul 2023
Forfatter(e): Patricia Martinkova, Adela Hladka
Forfatter(e) Patricia Martinkova, Adela Hladka

Kategori Psykologiske tests og måling

ISBN-13 9780367515393

Sprog Engelsk

Indbinding Paperback

Sider 324

Udgave

Længde 21mm

Bredde 253mm

Højde 175mm

Udg. Dato 3 jul 2023

Oplagsdato 3 jul 2023

Forlag Taylor & Francis Ltd

Kategori sammenhænge