All functions
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MOSS
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onestep TMLE of treatment-rule specific survival curve |
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MOSS_hazard
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onestep TMLE of treatment-rule specific survival curve |
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MOSS_hazard_ate
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onestep TMLE of average treatment effect on survival probabilities |
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compute_q()
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compute multivariate normal quantile from a correlation matrix |
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compute_simultaneous_ci()
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compute simutaneous confidence band around a survival curve esimator |
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ee
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run ee based on initial fit |
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eic
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compute eic under the likelihood fit for each observation |
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evaluate_metric
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evaluate one survival_curve against another as truth |
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initial_sl_fit()
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super learner fit for failure and censoring event |
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ipcw
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run ipcw based on initial fit |
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repeat_t_grid
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repeat ipcw/ee for all time points |
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survival_curve
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general object to hold hazard, survival, or pdf |