Generate cross-fitted oracle prediction function estimates
Source:R/crossfit_oracle_preds.R
crossfit_oracle_preds.RdGenerate cross-fitted oracle prediction function estimates
Arguments
- time
n x 1numeric vector of observed follow-up times. If there is censoring, these are the minimum of the event and censoring times.- event
n x 1numeric vector of status indicators of whether an event was observed.- X
n x pdata.frame of observed covariate values- folds
n x 1numeric vector of folds identifiers for cross-fitting- nuisance_preds
Named list of conditional event and censoring survival functions that will be used to estimate the oracle prediction function.
- pred_generator
Function to be used to estimate oracle prediction function.
- ...
Additional arguments to be passed to
pred_generator.