Psychometrics uses statistical models for the analysis of educational and psychological tests. This course covers main topics in psychometrics, such as traditional item analysis, reliability, and validity of measurement, use of logistic and nonlinear regression models, item response theory models, differential item functioning, computerized adaptive testing, etc. Methods are demonstrated using data from the Czech matura examination, admission tests, and other assessments. Exercises are prepared in freely available statistical software R, and other psychometric software is also introduced.
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
Cíl předmětu - angličtina
The goal of the course is to present the main topics of psychometrics and selected methods for the analysis of educational end psychological tests.
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
Literatura - angličtina
Martinková, P., & Hladká, A. (2023). Computational Aspects of Psychometric Methods: With R (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/9781003054313
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
Metody výuky - angličtina
Lecture and exercises.
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
Požadavky ke zkoušce - angličtina
Solution of assignments and defense of the final project.
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
Sylabus - angličtina
Introduction to educational measurement
Traditional item analysis
Reliability and validity
Regression models for item description
Item response theory (IRT) models
Differential item functioning (DIF)
Computerized adaptive testing (CAT)
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
Vstupní požadavky - angličtina
Knowledge of basic statistical methods.
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
Požadavky k zápisu - angličtina
Knowledge of basic statistical methods.
Poslední úprava: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)
