Flip CATE Estimates and Recalculate Policy Trees for Selected Outcomes
Source:R/margot_flip_forests.R
margot_flip_forests.RdThis function post-processes the results from margot_causal_forest to flip CATE estimates,
RATE results, QINI RATE results, QINI curves, and (by default) recalculates the policy trees
for the specified outcomes. If recalc_policy = FALSE, tree regeneration is skipped.
Usage
margot_flip_forests(
model_results,
flip_outcomes,
model_prefix = "model_",
recalc_policy = TRUE,
verbose = TRUE
)Arguments
- model_results
A list containing the model results from margot_causal_forest().
- flip_outcomes
A character vector of outcome variable names for which CATE estimates should be flipped.
- model_prefix
A character string indicating the prefix used for model names in the results list. Default is "model_".
- recalc_policy
Logical; if TRUE (default) recalculates policy trees for flipped outcomes.
- verbose
Logical indicating whether to display detailed messages during execution. Default is TRUE.