est_Hn: Estimate Auxiliary Covariate from Efficient Influence...

Description Usage Arguments Details Value

View source: R/fit_mechanisms.R

Description

Estimate Auxiliary Covariate from Efficient Influence Function

Usage

1
est_Hn(gn)

Arguments

gn

An estimate of the treatment probability (propensity score), using the output provided by internal function estimate-propensity_score.

Details

Compute an estimate of the auxiliary covariate required to update initial estimates via logistic tilting models in targeted minimum loss estimation.

Value

A data.table with two columns, containing estimates of the auxiliary covariate at the natural value of the exposure H(A, W) and at the shifted value of the exposure H(A + delta, W).


txshift documentation built on Oct. 23, 2020, 8:27 p.m.