TY  - GEN
AU  - Martinková, Patrícia
AU  - Hladká, Adéla
TI  - Computational aspects of psychometric methods : : with R
SN  - 9780367515393
U1  - 150.287 
PY  - 2023///
CY  - Boca Raton
PB  - CRC Press
KW  - Psychometrics
KW  - Social sciences - Evaluation
N1  - Table of Contents:  Chapter 1: Introduction   Chapter 2: Validity   Chapter 3: Internal structure of test and factor analysis   Chapter 4: Reliability   Chapter 5: Traditional item analysis   Chapter 6: Item analysis with regression models   Chapter 7: Item response theory models   Chapter 8:More complex IRT models   Chapter 9: Differential item functioning   Chapter 10: Outlook on applications and more advanced psychometric topics
N2  - This book covers the computational aspects of psychometric methods involved in developing measurement instruments and analyzing measurement data in social sciences. It explores the computational aspects of psychometric methods in social sciences, including validity, reliability, item analysis, and computerized adaptive testing. It covers statistical theory, estimation methods, and algorithms, and provides examples in R and an interactive ShinyItemAnalysis application. It is targeted towards researchers in educational, psychological, and health-related measurements, as well as those developing measurement instruments.
ER  -