Subjects

Your browser does not support JavaScript, or its support is disabled. Some features may not be available.

Selected topics in psychometrics - NMST570

Title:	Vybraná témata z psychometrie
Guaranteed by:	Department of Probability and Mathematical Statistics (32-KPMS)
Faculty:	Faculty of Mathematics and Physics
Actual:	from 2018 to 2021
Semester:	winter
E-Credits:	3
Hours per week, examination:	winter s.:1/1, C+Ex [HT]
Capacity:	unlimited
Min. number of students:	unlimited
4EU+:	no
Virtual mobility / capacity:	no
State of the course:	taught
Language:	Czech, English
Teaching methods:	full-time
Teaching methods:	full-time
Additional information:	http://www.cs.cas.cz/martinkova/NMST570.html

Guarantor:	doc. RNDr. Patrícia Martinková, Ph.D.
Class:	Pravděp. a statistika, ekonometrie a fin. mat. M Mgr. PMSE M Mgr. PMSE > Volitelné
Classification:	Mathematics > Probability and Statistics
Comes under:	PVP Pedagogika - PedF

Opinion survey results Examination dates WS schedule Noticeboard

Annotation -

Psychometrics uses statistical models for 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 Czech matura examination, admission tests and other assessments. Exercises are prepared in freely available statistical software R, other psychometric software is also introduced.

Last update: Zichová Jitka, RNDr., Dr. (09.05.2018)

Aim of the course -

Goal of the course is to present main topics of psychometrics and selected methods for analysis of educational end psychological tests.

Last update: Martinková Patrícia, doc. RNDr., Ph.D. (01.10.2023)

Course completion requirements - Czech

Aktivní účast, vypracování zadaných úkolů, závěrečný projekt.

Last update: Martinková Patrícia, doc. RNDr., Ph.D. (07.05.2018)

Literature - Czech

Rao, C. R. & Sinharay S. (2006). Handbook of Statistics. Volume 26: Psychometrics. Amsterdam, NL : Elsevier.

van der Linden, W. J. (2016). Handbook of item response theory: Models, statistical tools, and applications (Vols.1-3). Boca Raton, FL: Chapman & Hall/CRC.

Last update: Zichová Jitka, RNDr., Dr. (09.05.2023)

Teaching methods -

Lecture + exercises.

Last update: Zichová Jitka, RNDr., Dr. (09.05.2018)

Requirements to the exam - Czech

Vypracování zadaných úkolů, odevzdání a obhájení závěrečného projektu.

Last update: Martinková Patrícia, doc. RNDr., Ph.D. (10.05.2018)

Syllabus -

Traditional item analysis

Reliability and validity

Regression models for item description

Item response theory (IRT) models

Differential item functioning (DIF)

Computerized adaptive testing (CAT)

Last update: Martinková Patrícia, doc. RNDr., Ph.D. (07.05.2018)

Entry requirements - Czech

Předpokládá se základní znalost statistických metod.

Last update: Martinková Patrícia, doc. RNDr., Ph.D. (30.05.2019)

Registration requirements -

Basic knowledge of statistical methods.

Last update: Zichová Jitka, RNDr., Dr. (30.05.2019)