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 |