Pick the best covariate for split. This is for the split one node into two nodes in the DTRtree considering only current step.
1 | best.H(H, A, mus.hat, minsplit = 20)
|
H |
A matrix of covariates before assigning final treatment, excluding previous treatment variables. |
A |
A vector of observed treatment options. |
mus.hat |
Estimated conditional mean outcome. |
minsplit |
Minimal node size. |
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