Handles the W (covariates), A (treatment/intervention), T_tilde (time-to-event), Delta (censoring indicator), t_max (the maximum time to estimate) survival data structure
survival_tx_npsem(node_list, variable_types = NULL) survival_tx_task(data, node_list, variable_types = NULL, ...) survival_tx_likelihood(tmle_task, learner_list)
| node_list | a list of character vectors, listing the variables that comprise each node |
|---|---|
| variable_types | a list of variable types, one for each node. If missing, variable types will be guessed |
| data | a |
| ... | extra arguments. |
| tmle_task | a |
| learner_list | a list of sl3 learners, one for A and one for Y to be used for likelihood estimation |