summary.ATbounds {ATbounds}

Summary method for ATbounds objects

Description

Produce a summary for an ATbounds object.

Usage

## S3 method for class 'ATbounds'
summary(object, ...)

Arguments

object

ATbounds object

...

Additional arguments for summary generic

Value

A summary is produced with bounds estimates and confidence intervals. In addition, it has the following elements.

Lower_Bound

lower bound estimate and lower end point of the confidence interval

Upper_Bound

upper bound estimate and upper end point of the confidence interval

References

Sokbae Lee and Martin Weidner. Bounding Treatment Effects by Pooling Limited Information across Observations.

Examples

  Y <- RHC[,"survival"]
  D <- RHC[,"RHC"]
  X <- RHC[,c("age","edu")]
  rps <- rep(mean(D),length(D))
  results_ate <- atebounds(Y, D, X, rps, Q = 3)
  summary(results_ate)