evaluateRisk: evaluateRisk

In benkeser/drinf: Computes doubly-robust estimators and doubly-robust confidence intervals

evaluateRisk

Description

Function that returns empirical risk

Usage

evaluateRisk(A0, A1, L2, Q2n, Q1n, g1n, g0n, abar, tolg)

Arguments

A0	A vector treatment delivered at baseline.
A1	A vector treatment deliver after L1 is measured.
L2	A vector outcome of interest.
Q2n	A vector of estimates of Q_2,0
Q1n	A vector of estimates of Q_1,0
g1n	A vector of estimates of g_1,0
g0n	A vector of estimates of g_0,0
abar	A vector of length 2 indicating the treatment assignment that is of interest.

Value

A numeric value for the empirical risk

benkeser/drinf documentation built on Oct. 22, 2023, 9:50 a.m.