Computational Aspects of Psychometric Methods With R

0572361 - ÚI 2024 RIV US eng B - Monografie kniha jako celek
Martinková, Patrícia - Hladká, Adéla
Computational Aspects of Psychometric Methods With R.
Boca Raton: CRC Press (Taylor & Francis Group, LLC), 2023. 348 s. ISBN 978-0-367-51538-6
Grant CEP: GA ČR(CZ) GA21-03658S
Institucionální podpora: RVO:67985807
Klíčová slova: psychometrics * measurement in social sciences * item response theory * reliability * validity
Obor OECD: Statistics and probability
https://dx.doi.org/10.1201/9781003054313

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.
Trvalý link: https://hdl.handle.net/11104/0343085