Simulate Cognitive Diagnostic Model ('CDM') Data


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Documentation for package ‘simcdm’ version 0.1.2

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simcdm-package simcdm: Simulate Cognitive Diagnostic Model ('CDM') Data
attribute_bijection Constructs Unique Attribute Pattern Map
attribute_classes Simulate all the Latent Attribute Profile \mathbf{alpha}_c in Matrix form
attribute_inv_bijection Perform an Inverse Bijection of an Integer to Attribute Pattern
simcdm simcdm: Simulate Cognitive Diagnostic Model ('CDM') Data
sim_dina_attributes Simulate a DINA Model's eta Matrix
sim_dina_class Simulate Binary Responses for a DINA Model
sim_dina_items Simulation Responses from the DINA model
sim_eta_matrix Generate ideal response eta Matrix
sim_q_matrix Generate a Random Identifiable Q Matrix
sim_rrum_items Generate data from the rRUM
sim_subject_attributes Simulate Subject Latent Attribute Profiles \mathbf{alpha}_c