IRT.factor.scores.Rd
This S3 method extracts factor scores or skill classifications.
IRT.factor.scores(object, ...) # S3 method for din IRT.factor.scores(object, type="MLE", ...) # S3 method for gdina IRT.factor.scores(object, type="MLE", ...) # S3 method for mcdina IRT.factor.scores(object, type="MLE", ...) # S3 method for gdm IRT.factor.scores(object, type="EAP", ...) # S3 method for slca IRT.factor.scores(object, type="MLE", ...)
object | |
---|---|
type | Type of estimated factor score. This can be
|
... | More arguments to be passed. |
A matrix or a vector with classified scores.
For extracting the individual likelihood or the individual posterior see
IRT.likelihood
or IRT.posterior
.
############################################################################# # EXAMPLE 1: Extracting factor scores in the DINA model ############################################################################# data(sim.dina, package="CDM") data(sim.qmatrix, package="CDM") # estimate DINA model mod1 <- CDM::din( sim.dina, q.matrix=sim.qmatrix) summary(mod1) # MLE fsc1a <- CDM::IRT.factor.scores(mod1) # MAP fsc1b <- CDM::IRT.factor.scores(mod1, type="MAP") # EAP fsc1c <- CDM::IRT.factor.scores(mod1, type="EAP") # compare classification for skill 1 stats::xtabs( ~ fsc1a[,1] + fsc1b[,1] ) graphics::boxplot( fsc1c[,1] ~ fsc1a[,1] )