PPI++ estimator for continuous scores — ppi_pp_continuous_point_and_ci • debiasLLMReporting

PPI++ estimator for continuous scores

Usage

ppi_pp_continuous_point_and_ci(
  Y_cal,
  Yhat_cal,
  Yhat_test,
  alpha = 0.1,
  lambda_range = c(0, 1)
)

Arguments

Y_cal: Vector of true labels on the calibration set.
Yhat_cal: Vector of surrogate predictions on the calibration set.
Yhat_test: Vector of surrogate predictions on the test set.
alpha: Miscoverage level for the confidence interval.
lambda_range: Numeric length-2 vector giving the optimization interval.