onestep TMLE of average treatment effect on survival probabilities

Source: R/moss_ate.R

updating the hazard using constrained step size update

MOSS_hazard_ate

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

density_failure_0

survival_curve object of predicted counterfactual survival curve 0

density_censor_0

survival_curve object of predicted counterfactual failure event survival curve 0

g1W

propensity score

k_grid

vector of interested time points

Methods

iterate_onestep update the initial estimator

Examples

  MOSS_hazard_ate$new(
    A,
    T_tilde,
    Delta,
    density_failure,
    density_censor,
    density_failure_0,
    density_censor_0,
    g1W,
    A_intervene = 1,
    k_grid = 1:max(T_tilde)
  )
#> Error in super$initialize(...): object 'Delta' not found