initial_sl_fit: super learner fit for failure and censoring event

In wilsoncai1992/MOSS: One-Step TMLE for Survival Analysis

Description

using survtmle package

Usage

initial_sl_fit(
  T_tilde,
  Delta,
  A,
  W,
  t_max,
  sl_failure = c("SL.glm"),
  sl_censoring = c("SL.glm"),
  sl_treatment = c("SL.glm"),
  gtol = 0.001
)

Arguments

T_tilde	vector of last follow up time
Delta	vector of censoring indicator
A	vector of treatment
W	data.frame of baseline covariates
t_max	the maximum time to estimate the survival probabilities
sl_failure	SuperLearner library for failure event hazard
sl_censoring	SuperLearner library for censoring event hazard
sl_treatment	SuperLearner library for propensity score
gtol	treshold for the fitted propensity scores

wilsoncai1992/MOSS documentation built on June 1, 2020, 2:26 p.m.