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Approximate simulation replications needed for a target Monte Carlo error

Usage

recommended_validation_replications(
  target_mcse = 0.01,
  metric = c("coverage", "mean"),
  anticipated_sd = 1,
  anticipated_probability = 0.95,
  minimum = 100L
)

Arguments

target_mcse

Target Monte Carlo standard error.

metric

Metric to calculate or audit.

anticipated_sd

Anticipated standard deviation.

anticipated_probability

Anticipated probability for a binary metric.

minimum

Minimum acceptable value or threshold.