estimate_ite_xlearner: Estimate the Individual Treatment Effect (ITE) using...
In CRE: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
View source: R/estimate_ite_xlearner.R
estimate_ite_xlearner 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.
CRE documentation built on Oct. 19, 2024, 5:07 p.m.
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View source: R/estimate_ite_xlearner.R
| estimate_ite_xlearner | 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.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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