Add an additional model to the outcome ensemble — add_outcome

This adds a learner to the ensemble used for estimating a model of the conditional expectation of the outcome.

add_outcome_model(hte_cfg, model_name, ...)

Arguments

hte_cfg: HTE_cfg object to update.
model_name: Character indicating the name of the model to incorporate into the outcome ensemble. Possible values use SuperLearner naming conventions. A full list is available with SuperLearner::listWrappers("SL")
...: Parameters over which to grid-search for this model class.

Updated HTE_cfg object

library("dplyr")
basic_config() %>%
   add_outcome_model("SL.glm.interaction") -> hte_cfg