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Table 3 Relative model fit indices

From: Cognitive diagnosis models of students’ skill profiles as a basis for adaptive teaching: an example from introductory accounting classes

Model

# Par

N

loglike

Deviance

AIC

BIC

AIC3

AICc

CAIC

MADRC (SE)

NC-RUM34

324

773

− 13835.8

27671.7

28319.7

29826.4

28643.7

28789.8

30150.4

0.404 (0.050)

NC-RUM30

300

773

− 12069.4

24138.7

24738.7

26133.8

25038.7

25121.4

26433.8

0.591 (0.059)

  1. NC-RUM30/34 non-compensatory reparameterized unified model with 30/34 tasks, # Pa Number of parameters, N Sample size, loglike log-likelihood, AIC Akaike information criterion, BIC Bayesian information criterion, AIC3 AIC with # Par * 3, AICc AIC corrected, CAIC Consistent AIC, MADRC Mean absolute deviation residual covariance, SE Standard errors