Compute AL-Efficiency ratio (event reduction vs. compliance)

Quantifies the trade-off between event-rate reduction and the Compliance Index across autonomy levels AL0-AL5. Returns the trade-off table, the optimal AL level (highest event reduction still above the compliance threshold) and compliance violations.

Usage

al_efficiency(
  data,
  al_scenarios = c(`0` = "A-S00", `1` = "A-S05", `2` = "A-S09", `3` = "A-S10", `4` =
    "A-S11", `5` = "A-S12"),
  compliance_threshold = 0.8,
  reference_al = 0,
  n_bootstrap = 1000
)

Arguments

data

A dynasimR_data object or summary tibble.

al_scenarios

Named character vector. Mapping AL level (as a string) to scenario ID. Default assumes the Profile A scenarios (with the "A-" prefix).

compliance_threshold

Numeric. Minimum Compliance Index for an AL level to be considered acceptable. Default 0.80.

reference_al

Integer. AL level used as reference for delta calculation. Default 0.

n_bootstrap

Integer. Bootstrap replicates for CIs. Default 1000.

Value

An S3 object of class dynasimR_al_analysis with slots tradeoff_table, optimal_al, compliance_violations and params.

Examples

if (FALSE) { # \dontrun{
sim <- load_example_data()
al  <- al_efficiency(sim)
plot_al_tradeoff(al)
} # }