Generates a comprehensive diagnostic report for multiple imputation.
Value
A list containing:
- summary
Missing data summary data frame
- convergence_plot
ClinicalPlot of convergence diagnostics
- distribution_plot
ClinicalPlot comparing distributions
- missing_pattern_plot
ClinicalPlot of missing patterns
Examples
if (FALSE) { # \dontrun{
imp <- perform_multiple_imputation(data, m = 5)
report <- create_imputation_report(imp)
report$convergence_plot
} # }