Computational Aspects of Psychometric Methods : With R Paperback / softback
by Patricia (Sr. researcher, Institute Comp. Sci, Czech Academy of Sci.) Martinkova, Adela (Postdoc Fellow, Institute of Comp. Sci, Czech Academy of Sci.) Hladka
Part of the Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences series
Paperback / softback
- Information
Description
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 researchIncludes reproducible R code and examples with real datasetsInteractive implementation in ShinyItemAnalysis applicationThe 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.
Information
-
In Stock - Less than 10 copies availableFree UK DeliveryEstimated delivery 2-3 working days
- Format:Paperback / softback
- Pages:324 pages, 4 Tables, black and white; 67 Line drawings, color; 15 Line drawings, black and white; 16
- Publisher:Taylor & Francis Ltd
- Publication Date:03/07/2023
- Category:
- ISBN:9780367515393
Information
-
In Stock - Less than 10 copies availableFree UK DeliveryEstimated delivery 2-3 working days
- Format:Paperback / softback
- Pages:324 pages, 4 Tables, black and white; 67 Line drawings, color; 15 Line drawings, black and white; 16
- Publisher:Taylor & Francis Ltd
- Publication Date:03/07/2023
- Category:
- ISBN:9780367515393