ideal.response.pattern: Ideal Response Pattern

In alexanderrobitzsch/CDM: Cognitive Diagnosis Modeling

Ideal Response Pattern

Description

This function computes the ideal response pattern which is the latent item response \eta_{lj}=\prod_{k=1}^K \alpha_{lk} for a person with skill profile l at item j.

Usage

ideal.response.pattern(q.matrix, skillspace=NULL, rule="DINA")

Arguments

q.matrix	The Q-matrix
skillspace	An optional skill space matrix. If it is not provided, then all skill classes are used for creating an ideal response pattern.
rule	Chosen condensation rule for the CDM. Can be "DINA" or "DINO".

Value

A list with following entries

idealresp	A matrix with ideal response patterns
skillspace	Used skill space

Examples

#############################################################################
# EXAMPLE 1: Ideal response pattern sim.qmatrix
#############################################################################

data(sim.qmatrix, package="CDM")
q.matrix <- sim.qmatrix

#- ideal response pattern for DINA model
CDM::ideal.response.pattern(q.matrix)

#- ideal response pattern for DINO model
CDM::ideal.response.pattern( q.matrix, rule="DINO" )

# compute ideal responses for a reduced skill space
skillspace <- matrix( c( 0,1,0,
                         1,1,0 ), 2,3, byrow=TRUE )
CDM::ideal.response.pattern( q.matrix, skillspace=skillspace)

alexanderrobitzsch/CDM documentation built on July 3, 2024, 7:42 p.m.