honest_splitting: Honest splitting
In CRE: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
View source: R/honest_splitting.R
honest_splitting R Documentation
Honest splitting
Description
Splits data into discovery and inference sub-samples.
Usage
honest_splitting(y, z, X, ratio_dis, ite = NULL)
Arguments
y
An observed response vector.
z
A treatment vector.
X
A features matrix.
ratio_dis
A double number indicating the ratio of data delegated to
the discovery sub-sample.
ite
A vector of estimated ITE.
Value
A list containing the discovery and inference sub-samples.
CRE documentation built on Oct. 19, 2024, 5:07 p.m.
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View source: R/honest_splitting.R
| honest_splitting | R Documentation |
Honest splitting
Description
Splits data into discovery and inference sub-samples.
Usage
honest_splitting(y, z, X, ratio_dis, ite = NULL)
Arguments
y |
An observed response vector. |
z |
A treatment vector. |
X |
A features matrix. |
ratio_dis |
A double number indicating the ratio of data delegated to the discovery sub-sample. |
ite |
A vector of estimated ITE. |
Value
A list containing the discovery and inference sub-samples.
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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