Handles the common W (covariates), A (treatment/intervention), Y (outcome) data structure
point_tx_npsem(node_list, variable_types = NULL) point_tx_task(data, node_list, variable_types = NULL, ...) point_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 |