Man pages for wilsoncai1992/onestep.survival
One-step TMLE for survival analysis
| 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 |
