Computational Aspects of Psychometric Methods With R
Výpočetní aspekty metod pro analýzu měření
habilitační práce
Zobrazit/ otevřít
Trvalý odkaz
http://hdl.handle.net/20.500.11956/181695Identifikátory
ISBN: 9780367515393
Kolekce
- Habilitační práce [25]
Autor
Oponent práce
Kaplan, David
Ježek, Stanislav
Wiberg, Marie
Afiliace autora
Univerzita Karlova, Pedagogická fakulta
Fakulta / součást
Pedagogická fakulta
Obor
Pedagogika
Datum obhajoby
20. 4. 2023
Nakladatel
Chapman & HallJazyk
Angličtina
Známka
Informace není k dispozici
Klíčová slova (česky)
psychometrieThis 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.