sandACT: Calculates standard error of Average causal effect on the...

In ui: Uncertainty Intervals and Sensitivity Analysis for Missing Data

Description

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

Usage

sandACT(deltasigma1, X, Xz, y, z, u, BetaOLSy0, phat, NaivEst, n1, n0, N,
  p, pz)

Arguments

deltasigma1	Coefficients.
X	Covariate matrix outcome.
Xz	Covariate matrix treatment.
y	Outcome vector.
z	Missingness indicator.
u	Fitted values from propensity score regression.
BetaOLSy0	Coefficients from non-treated regression
phat	Fitted propensity scores.
NaivEst	Naiv estimates.
n1	Number of treated.
n0	Number of non-treated.
N	Total number.
p	Number of covariates outcome regression.
pz	Number of covariates treatment regression.

ui documentation built on Nov. 11, 2019, 5:07 p.m.