sand_dr_act: Calculates standard error of Average causal effect on the...
In ui: Uncertainty Intervals and Sensitivity Analysis for Missing Data

sand_dr_act

R Documentation

Calculates standard error of Average causal effect on the treated

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

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

`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.