esteq: Horvitz-Thompson Estimating Equations

In kevjosey/cbal: Covariate Balancing Weights using Generalized Projections of Bregman Distances

Horvitz-Thompson Estimating Equations

Description

This function is required for the sandwich variance estimator. It provides the estimating equations for the "meat".

Usage

esteq_ATE(X, Y, Z, p, tau)

esteq_HTE(X, Y, Z, p, q, tau)

esteq_transport(S, X, Y, Z, p, q, theta, tau)

esteq_fusion(S, X, Y, Z, p, q, theta, tau)

Arguments

X	the balance functions to be contrained.
Y	the observed responses.
Z	the binary treatment assignment.
p	the estimated balancing weights.
tau	causal effect estimate.
q	a vector of base weights with length equal to the number of rows in X.
S	the binary vector of sample indicators.
theta	target sample means of the balance functions.

kevjosey/cbal documentation built on July 22, 2023, 11:04 a.m.