estimate_ite_slearner: Estimate the Individual Treatment Effect (ITE) using...
In CRE: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
View source: R/estimate_ite_slearner.R
estimate_ite_slearner R Documentation
Estimate the Individual Treatment Effect (ITE) using S-Learner
Description
Estimates the Individual Treatment Effect using S-Learner given a response
vector, a treatment vector, a features matrix and estimation model for the
outcome.
Usage
estimate_ite_slearner(y, z, X, learner_y = "SL.xgboost")
Arguments
y
An observed response vector.
z
A treatment vector.
X
A features matrix.
learner_y
An estimation model for the outcome.
Value
A list of ITE estimates.
CRE documentation built on Oct. 19, 2024, 5:07 p.m.
R Package Documentation
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View source: R/estimate_ite_slearner.R
| estimate_ite_slearner | R Documentation |
Estimate the Individual Treatment Effect (ITE) using S-Learner
Description
Estimates the Individual Treatment Effect using S-Learner given a response vector, a treatment vector, a features matrix and estimation model for the outcome.
Usage
estimate_ite_slearner(y, z, X, learner_y = "SL.xgboost")
Arguments
y |
An observed response vector. |
z |
A treatment vector. |
X |
A features matrix. |
learner_y |
An 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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