ScholarGate
Assistent

Compara mètodes

Revisa els mètodes seleccionats l'un al costat de l'altre; les files que difereixen es ressalten.

Multilevel Item Response Theory×Teoria de Resposta a l'Ítem (TRI)×
CampEducationPsicometria
FamíliaLatent structureLatent structure
Any d'origen20101952–1968
Autor originalAdams, Wilson & Wu; Fox & Glas; De Boeck & WilsonFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TipusItem response models with a multilevel structure on the latent abilityProbabilistic measurement model
Font seminalFox, J.-P. (2010). Bayesian Item Response Modeling: Theory and Applications. Springer. DOI ↗Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
ÀliesMultilevel IRT, MLIRT, Hierarchical IRT, Explanatory Item Response ModelsIRT, latent trait theory, item characteristic curve theory, modern test theory
Relacionats45
ResumMultilevel item response theory (MLIRT) joins two powerful frameworks: an IRT measurement model that turns item responses into a latent ability, and a multilevel structural model that explains how that ability varies across nested groups such as classrooms, schools, or countries. Instead of first scoring a test and then running a multilevel regression on the scores, MLIRT does both at once, so that measurement error in ability is properly carried into the group-level analysis. It is the rigorous way to study how student and school characteristics relate to a latent trait measured by a test.Item response theory models the probability that a respondent answers an item correctly (or endorses it) as a function of the respondent's latent trait level and the item's own statistical properties — difficulty, discrimination, and guessing. Unlike classical test theory, IRT places persons and items on the same scale, yielding measurement that is sample-independent for items and test-independent for persons.
ScholarGateConjunt de dades
  1. v1
  2. 2 Fonts
  3. PUBLISHED
  1. v1
  2. 2 Fonts
  3. PUBLISHED

Ves a la cerca Baixa les diapositives

ScholarGateCompara mètodes: Multilevel Item Response Theory · Item Response Theory. Recuperat el 2026-06-24 de https://scholargate.app/ca/compare