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simul_these/Scripts/R/generate_item_difficulties.R

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R

###################################################
# Function: generate_diff_irt
# Generates item difficulty threshold matrix for
# IRT model simulation
###################################################
generate_diff_irt <- function(J=7,M=4) {
# if J=7, item 5. Else, item 3
if(J==7){
i <- 5
}
if(J==4){
i <- 3
}
difficulties = matrix(c(0), J,M-1)
rownames(difficulties)=paste("item",1:J)
colnames(difficulties)=paste("Moda", 1:(M-1))
for (j in 1:J){
difficulties[j,1] = qnorm(j/(J+1))
}
for (j in 1:J){
for (m in 2:(M-1)){
difficulties[j,m]= difficulties[j,1]+(m-1)*2/(M-2)
}
}
difficulties = difficulties-mean(difficulties)
return(difficulties)
}
###################################################
# GENERATE MATRIX FOR SIMULATION
###################################################