mROC_inference: Statistical inference for comparing empirical and expectec...

In Shoodood/mROC: Model-based ROC (mROC) curves

Description

Statistical inference for comparing empirical and expectec ROCs. If CI=TRUE then also returns pointwise CIs

Usage

mROC_inference(
  y,
  p,
  n_sim = 1e+05,
  CI = FALSE,
  aux = FALSE,
  fast = TRUE,
  conditional = FALSE
)

Arguments

y	vector of binary response values
p	vector of probabilities
n_sim	number of Monte Carlo simulations to calculate p-value
CI	whether confidence interval should be alculated for each point of mROC

Value

Returns the aurea under the mROC curve

Shoodood/mROC documentation built on Feb. 5, 2021, 3:21 p.m.