Variational Bayesian Estimation for Diagnostic Classification Models

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Documentation for package ‘variationalDCM’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

dina	for the deterministic input noisy AND gate (DINA) model.
dina_data_gen	the artificial data generation for the DINA model based on the given Q-matrix 'dina_data_gen()' returns the artificially generated item response data for the DINA model
dino	for the deterministic input noisy OR gate (DINO) model.
hmdcm_data_gen	the artificial data generation for the hidden-Markov DCM based on the given Q-matrix 'hmdcm_data_gen()' returns the artificially generated item response data for the HM-DCM
hm_dcm	for the hidden Markov DCM.
mc_dina	for the multiple-choice deterministic input noisy AND gate (MC-DINA) model.
mc_dina_data_gen	the artificial data generation for the multiple-choice DINA model based on the given Q-matrix 'mc_dina_data_gen()' returns the artificially generated item response data for the MC-DINA model
mc_sim_Q	Artificial Q-matrix for MC-DINA model
satu_dcm	for the saturated DCM.
sim_Q_J30K3	Artificial Q-matrix for 30 items 3 attributes
sim_Q_J80K5	Artificial Q-matrix for 80 items 5 attributes