Match Quality Diagnostics — assess_match_quality • longworkR

Provides comprehensive diagnostics for matching quality including common support, match distances, and recommendations for improving matches.

Usage

assess_match_quality(matching_result, diagnostic_plots = TRUE)

Arguments

matching_result: List object from propensity_score_matching() or coarsened_exact_matching()
diagnostic_plots: Logical. Generate data for diagnostic plots? Default: TRUE

Value

A list containing:

quality_summary: Overall quality assessment
match_distances: Distribution of matching distances
common_support_analysis: Common support region analysis
recommendations: Specific recommendations for improvement
diagnostic_data: Data for creating diagnostic plots

Examples

if (FALSE) { # \dontrun{
diagnostics <- assess_match_quality(
  matching_result = ps_match,
  diagnostic_plots = TRUE
)
print(diagnostics$quality_summary)
} # }