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]