honest_splitting {CRE} | 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.
[Package CRE version 0.2.7 Index]