aucCI: Calculate CI for AUC

In difuture-lmu/dsROCGLM: ROC and calibration analysis for DataSHIELD

Calculate CI for AUC

Description

This function calculates a CI for the AUC based on the approach proposed by DeLong.

Usage

aucCI(
  connections,
  truth_name,
  pred_name,
  roc_glm,
  alpha = 0.05,
  epsilon = 0.2,
  delta = 0.2,
  seed_object = NULL
)

Arguments

connections	('DSI::connection') Connection to an OPAL server.
truth_name	('character(1L)') Character containing the name of the vector of 0-1-values encoded as integer or numeric.
pred_name	('character(1L)') Character containing the name of the vector of probabilities.
roc_glm	('list()') List containing the ROC-GLM parameter returned from 'dsROCGLM'.
alpha	('numeric(1L)') Significance level alpha (default is '0.05').
epsilon	('numeric(1L)') Privacy parameter for differential privacy (DP).
delta	('numeric(1L)') Probability of violating epsilon DP.
seed_object	('character(1L)') Name of an object which is used to add a seed based on an object.

Value

Numeric vector with two values containing the boundaries of the confidence interval.

Author(s)

Daniel S.

difuture-lmu/dsROCGLM documentation built on March 24, 2024, 1:07 p.m.