estimate_ite_cf {CRE} | R Documentation |
Estimate the Individual Treatment Effect (ITE) using Causal Forest (CF)
Description
Estimates the Individual Treatment Effect using Causal Forest given a response vector, a treatment vector, and a features matrix.
Usage
estimate_ite_cf(y, z, X, learner_ps)
Arguments
y |
An observed response vector. |
z |
A treatment vector. |
X |
A features matrix. |
learner_ps |
A method for the estimation of the propensity score. |
Value
A list of ITE estimates.
[Package CRE version 0.2.7 Index]