Understanding Item Response Theory in Educational Measurement
Explore the foundations of Item Response Theory (IRT) as a statistical framework for educational measurement and assessment. Learn about key concepts, historical background, and applications in psychometrics. Discover resources, references, and influential works in the field of IRT.
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Presentation Transcript
? : , , , ... - R IRT MIRT, TAM, SIRT ... IRT : , , , , - , : https://en.wikipedia.org/wiki/Psychometric_software - IRT 4
IRT Rasch (1960/1980) Probabilistic models for some intelligence and attainment tests Lord & Novick (1968) Statistical Theories of Mental Test Scores Lord (1980) Applications of item response theory to practical testing problems Hambleton, Swaminathan & Rogers (1991) Fundamentals of Item Response Theory van der Linden & Hambleton (1997/2018) Handbook of Modern Item Response Theory Embretson & Riese (2000) Item Response Theory for Psychologists de Ayala (2009) The Theory and Practice of Item Response Theory Nering & Ostini (2010) Handbook of polytomous item response theory models Baker & Kim (2017) The Basics of Item Response Theory Using R de Boeck & Wilson (2004) Explanatory Item Response Models: A Generalized Linear & Nonlinear Approach Baker & Kim (2004) Item Response Theory: Parameter Estimation Techniques Fox (2010) Bayesian Item Response Modeling: Theory and Applications Levy & Mislevy (2016) Bayesian psychometric modeling
Educational Measurement: Issues and Practice (EM:IP) Measurement: Interdisciplinary Research and Perspectives Applied Psychological Measurement (APM) Applied Measurement in Education Journal of Applied Measurement (JAM) Journal of Educational Measurement (JEM) Educational and Psychological Measurement (EPM) Psychometrika Journal of Educational and Behavioral Statistics (JEBS) British Journal of Mathematical and Statistical Psychology 6
- ITEMS - ' https://ncme.elevate.commpartners.com/ / https://mesaonline.ec.uic.edu/programs/master-education-measurement-evaluation-statistics-assessment https://www.youtube.com/channel/UC6WctsOhVfGW1D9NZUH1xFg http://reifmanintrostats.blogspot.com/ https://assess.com/assessment-edtech-conferences / https://cran.r-project.org/web/views/Psychometrics.html - - - - - R IRT IRT - . - : http://edres.org/irt/ https://www.mailman.columbia.edu/research/population-health-methods/item-response-theory - https://www.rasch.org/ Institute for Objective Measurement http://www.ispa.org.il/ https://www.ncme.org/home https://www.psychometricsociety.org/ - 7
