compute eic under the likelihood fit for each observation

Source: R/eic.R

compute eic under the likelihood fit for each observation

eic

Format

R6Class object.

Value

Object of R6Class with methods

Fields

A

vector of treatment

T_tilde

vector of last follow up time

Delta

vector of censoring indicator

density_failure

survival_curve object of predicted counterfactual survival curve

density_censor

survival_curve object of predicted counterfactual failure event survival curve

g1W

propensity score

psi

a vector of target parameter estimate

A_intervene

the intervention of interest

k_grid

vector of interested time points

Methods

one_t compute a vector of EIC all_t compute a matrix of EIC for all time points clever_covariate compute the clever covariate for one time point