add_propensity_score_model {tidyhte}

Add an additional model to the propensity score ensemble

Description

This adds a learner to the ensemble used for estimating propensity scores.

Usage

add_propensity_score_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 propensity score 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.

Value

Updated HTE_cfg object

Examples

library("dplyr")
basic_config() %>%
   add_propensity_score_model("SL.glmnet", alpha = c(0, 0.5, 1)) -> hte_cfg