check_and_preprocess_data | Validate and preprocess the data |
check_positivity | Check positivity assumption of input data |
compute_onestep_update_matrix | Perform one-step TMLE update of survival curve |
compute_step_cdf | compute cumulative distribution function of a step-shaped... |
create_step_func | generate step function object using y value and corresponding... |
create_Yt_vector | compute I\{T.tilde >= t\} |
create_Yt_vector_with_censor | compute I\{T.tilde >= t, Delta = 1\} |
estimate_censoring_SL | wrapper for censoring regression SuperLearner |
estimateHazards | Conditional Hazard estimation in survtmle package From... |
estimate_hazard_SL | wrapper for conditonal hazard regression SuperLearner |
eval_loglike | Title |
l2_inner_prod_step | compute l2 inner product of two step functions |
makeDataList | generate data.frame to be used in survtmle package |
onestep_single_t | One-step TMLE estimator for survival at specific time point |
onestep_single_t_loopall | One-step TMLE estimator for survival at specific time point;... |
plot_CI | Title |
plot_initial_G | Title |
plot_initial_S | Title |
plot_loglike_path | Title |
plot.surv_onestep | Plot the survival curve estimator |
plot.surv_survtmle | Plot the survival curve estimator |
summarize_weights | summarize propensity score weights from surv_onestep object |
surv_onestep | One-step TMLE estimator for survival curve |
surv_onestep_complete | One-step TMLE estimator for survival curve (No censoring) |
surv_onestep_difference | One-step TMLE estimator for survival curve |
survtmle_multi_t | Iterative TMLE for survival curve |
survtmle_single_t | Iterative TMLE for survival curve at specific time point |
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