Fits policy trees of depths 1 through maxdepth and computes metrics
Usage
fit_policy_trees(X, data, dr.scores, maxdepth, n.min)
Arguments
- X
Matrix. Covariate matrix
- data
Data frame. Original data
- dr.scores
Matrix. Doubly robust scores
- maxdepth
Integer. Maximum tree depth (1-3)
- n.min
Integer. Minimum subgroup size
Value
List with trees and combined values