R: Generalized Multicomponent Latent Trait Model for Diagnosis

# Generalized Multicomponent Latent Trait Model for Diagnosis

## Documentation for package ‘GMLTM’ version 0.1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

analogy | Analogy items dataset
check_reliability_data_quality | Check Data Quality for Reliability Analysis
compare_conditional_reliability | Compare Conditional Reliability Between Components at Specific Theta Values
compute_model_validation | Compute LOO and WAIC for GMLTM models
conditional_reliability_tif | Conditional Reliability based on Test Information Function (TIF)
demo_reliability_analysis | Step-by-step Usage Example
enhanced_mltm_reliability | Enhanced Reliability Analysis for GMLTM-D Models
export_reliability_results | Export Reliability Results
generate_Q_with_interactions | Generate an Extended Q-matrix with Rule Interactions and Collinearity Diagnostics
GMLTM | The Generalized Multicomponent Latent Trait Model for Diagnosis
integrate_with_enhanced_reliability | Integration with Enhanced Reliability Analysis
LLTM | The Linear Logistic Test Model
marginal_Pchecks | Marginal Proportions Predictive Checks
MLTM | The Multicomponent Latent Trait Model for Diagnosis
plot.conditional_reliability_tif | Plot Method for conditional_reliability_tif Objects
plot.enhanced_mltm_reliability | Simple Plot Method (Minimal Dependencies)
plot_all_components | Plot All Components Separately
plot_components_comparison | Create Comparison Plot of All Components
plot_conditional_reliability | Plot Conditional Reliability Results
plot_ICC_grouped | Grouped Item Characteristic Curves (ICC) Plot
plot_ICC_individual | Individual Item Characteristic Curves (ICC)
ppchecks | Posterior Predictive Checks (PPC) for Model Fit Evaluation
print.enhanced_mltm_reliability | Print Method for Enhanced MLTM Reliability
print.reliability_data_quality | Print Method for Data Quality Diagnostics
print.reliability_profile | Print Method for Reliability Profile
quick_reliability_check | Quick Reliability Check
reliability | Marginal reliability
reliability_profile | Quick Reliability Profile Analysis
reliability_usage_instructions | Usage Instructions
summary.conditional_reliability_tif | Summary Method for Conditional Reliability Analysis