estimate_ite_xlearner {CRE} | R Documentation |
Estimate the Individual Treatment Effect (ITE) using X-Learner
Description
Estimates the Individual Treatment Effect using X-Learner given a response vector, a treatment vector, a features matrix and an estimation model for the outcome.
Usage
estimate_ite_xlearner(y, z, X, learner_y = "SL.xgboost")
Arguments
y |
An observed response vector. |
z |
A treatment vector. |
X |
A features matrix. |
learner_y |
A estimation model for the outcome. |
Value
A list of ITE estimates.
[Package CRE version 0.2.7 Index]