Man pages for wilsoncai1992/MOSS
One-Step TMLE for Survival Analysis

compute_qcompute multivariate normal quantile from a correlation...
compute_simultaneous_cicompute simutaneous confidence band around a survival curve...
eerun ee based on initial fit
eiccompute eic under the likelihood fit for each observation
evaluate_metricevaluate one survival_curve against another as truth
initial_sl_fitsuper learner fit for failure and censoring event
ipcwrun ipcw based on initial fit
MOSSonestep TMLE of treatment-rule specific survival curve
MOSS_hazardonestep TMLE of treatment-rule specific survival curve
MOSS_hazard_ateonestep TMLE of average treatment effect on survival...
repeat_t_gridrepeat ipcw/ee for all time points
survival_curvegeneral object to hold hazard, survival, or pdf
wilsoncai1992/MOSS documentation built on June 1, 2020, 2:26 p.m.