estimate_ite_tpoisson {CRE} | R Documentation |
Estimate the Individual Treatment Effect (ITE) using T-Poisson regression
Description
Estimates the Individual Treatment Effect using Poisson regression given a response vector, a treatment vector, and a features matrix.
Usage
estimate_ite_tpoisson(y, z, X, offset)
Arguments
y |
An observed response vector. |
z |
A treatment vector. |
X |
A features matrix. |
offset |
A name of the covariate to use as offset (i.e. “x1”) to
model the corresponding outcome rate. |
Value
A vector of ITE estimates.
[Package CRE version 0.2.7 Index]