UID:
almahu_9949530683702882
Umfang:
1 online resource
ISBN:
9781000899177
,
1000899179
,
9781003054313
,
1003054315
,
9781000899245
,
1000899241
Serie:
Chapman & Hall/CRC statistics in the social & behavioral sciences
Inhalt:
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.
Weitere Ausg.:
Print version: ISBN 0367515385
Weitere Ausg.:
ISBN 9780367515386
Sprache:
Englisch
DOI:
10.1201/9781003054313
URL:
https://www.taylorfrancis.com/books/9781003054313
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