sandImpACT {ui}

Calculates standard error of Average causal effect on the treated

Description

This is a support function for ui.causal and calculates standard error of Average causal effect on the treated for the regression imputation estimator.

Usage

sandImpACT(X, y, z, BetaOLSy0, NaivEst, n1, N, p)

Arguments

X

Covariate matrix.

y

Outcome vector.

z

missingness indicator

BetaOLSy0

Coefficients from non-treated regression

NaivEst

Naiv estimates.

n1

Number of treated.

N

Total number.

p

Number of covariates outcome regression.