Search for best split by lookahead Compare single best split with further split to calculate the final cutoff.
1 | Split.X.lh(X, A, H, mus.hat, minsplit = 20)
|
X |
Covariate matrix. |
A |
A vector of observed treatment options. |
H |
A matrix of covariates before assigning final treatment, excluding previous treatment variables. |
mus.hat |
Estimated conditional mean outcome. |
minsplit |
Minimal node size. |
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