The Q-Matrix Validation Methods Framework


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Documentation for package ‘Qval’ version 0.1.7

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CDM Parameter estimation for cognitive diagnosis models (CDMs) by MMLE/EM or MMLE/BM algorithm.
fit Calculate data fit indeces
get.Mmatrix Calculate \mathbf{M} matrix
get.PVAF Calculate PVAF
get.R2 Calculate McFadden pseudo-R^{2}
getOSR Caculate over-specifcation rate (OSR)
getQRR Caculate Q-matrix recovery rate (QRR)
getTNR Calculate true negative rate (TNR)
getTPR Caculate true-positive rate (TPR)
getUSR Caculate under-specifcation rate (USR)
getVRR Caculate vector recovery ratio (VRR)
sim.data generate response data
sim.MQ Simulate mis-specifications
sim.Q generate a random Q-matrix
validation Perform Q-matrix validation methods