Standard syllabus
Psychometrics · Undergraduate · Statistics
Topics
Classical test theory
- Reliability: test-retest, internal consistency
- Cronbach's alpha and composite reliability
- Validity: content, criterion, and construct
- Item analysis: difficulty and discrimination
- Standard error of measurement
Factor analysis and scaling
- Exploratory factor analysis for scale development
- Confirmatory factor analysis (introduction)
- Item response theory: Rasch and 2PL models (intro)
- Differential item functioning (overview)
- Norming and score equating (introduction)
Applications
- Designing surveys and psychological instruments
- Ethical testing standards
- Computerized adaptive testing (overview)
- Reporting measurement quality in research
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