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Computational Aspects of Psychometric Methods With R

SYSNO ASEP	0572361
Document Type	B - Monograph
R&D Document Type	Monograph
Title	Computational Aspects of Psychometric Methods With R
Author(s)	Martinková, Patrícia (UIVT-O)_{SAI, RID, ORCID} Hladká, Adéla (UIVT-O)_{SAI, ORCID, RID}
Issue data	Boca Raton: CRC Press (Taylor & Francis Group, LLC), 2023
ISBN	978-0-367-51538-6
Number of pages	348 s.
Publication form	Print - P
Language	eng - English
Country	US - United States
Keywords	psychometrics ; measurement in social sciences ; item response theory ; reliability ; validity
OECD category	Statistics and probability
R&D Projects	GA21-03658S GA ČR - Czech Science Foundation (CSF)
Institutional support	UIVT-O - RVO:67985807
EID SCOPUS	85160026460
DOI	10.1201/9781003054313
Annotation	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.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2024
Electronic address	https://dx.doi.org/10.1201/9781003054313

Number of the records: 1