eval_Dstar_Q: Evaluate extra piece of efficient influence function...

View source: R/inf_functions.R

eval_Dstar_QR 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.


benkeser/drtmle documentation built on Jan. 6, 2023, 11:40 a.m.