ACC.FUN: Calculate the accuracy measures

In michellezhou2009/NCCIPW: NCCIPW

Calculate the accuracy measures

Description

Calculate the (i) AUC, and (ii) TPR, PPV, and NPV at the cut-off value that leads to FPR being the given value, or FPR, PPV, and NPNV at the cut-off value that leads to TPR being the given value.

Usage

ACC.FUN(yk, ck, wgtk, type = "FPR", u0 = 0.05)

Arguments

yk	a vector of binary outcomes.
ck	a vector of risk scores.
wgtk	a vector of weights.
type	a character which could be "FPR" or "TPR", and the default value is "FPR".
u0	a numerical value for the accuracy measure specified in type, and the default value is 0.05.

Value

a vector of IPW estimates of the accuracy measures.

michellezhou2009/NCCIPW documentation built on April 25, 2022, 3:39 p.m.