Prediction-powered mean estimator with logit CI.

Prediction-powered mean estimator with logit CI.

Usage

ppi_point_and_ci(Y_L, f_L, f_U, alpha = 0.1)

Arguments

Y_L

Vector of human labels on the calibration set.

f_L

Surrogate predictions on the calibration set.

f_U

Surrogate predictions on the large unlabeled/test set.

alpha

Miscoverage level for the confidence interval.

Value

List with theta, var, and CI endpoints.