eval_Dstar_Q {drtmle}R Documentation

Evaluate extra piece of efficient influence function resulting from misspecification of propensity score

Description

Evaluate extra piece of efficient influence function resulting from misspecification of propensity score

Usage

eval_Dstar_Q(A, Y, DeltaY, DeltaA, Qn, gn, grn, a_0, reduction)

Arguments

A

A vector of binary treatment assignment (assumed to be equal to 0 or 1)

Y

A numeric of continuous or binary outcomes.

DeltaY

Indicator of missing outcome (assumed to be equal to 0 if missing 1 if observed)

DeltaA

Indicator of missing treatment (assumed to be equal to 0 if missing 1 if observed)

Qn

List of estimated outcome regression evaluated at observations

gn

List of estimated propensity scores evaluated at observations

grn

List of estimated reduced-dimension propensity scores evaluated at observations

a_0

Vector of values to return marginal mean

reduction

A character equal to "univariate" for a univariate misspecification correction or "bivariate" for the bivariate version.


[Package drtmle version 1.1.0 Index]