Computational Aspects of Psychometric Methods: With R, 1st Edition – FULL INSTANT DOWNLOAD | PDF DOCX EPUB

Name: Computational Aspects of Psychometric Methods: With R
Edition: 1st Edition
ISBN-13: 9780367515386
ISBN-10: 0367515385
Addition ISBN: 9780367515393, 9781003054313, 9781000899177, 1000899241, 9781000899245
Author(s): Patricia Martinková; Adéla Hladká, Publisher: Chapman & Hall, Copyright: 2023
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.