summary.madr.enumerate: Provides model averaged double robust estimate for different...

In madr: Model Averaged Double Robust Estimation

Description

This function estimates model averaged double robust estimate for different values of tau using a madr.enumerate object

Usage

## S3 method for class 'madr.enumerate'
summary(object, tau = NULL, two.stage = NULL, ...)

Arguments

object	madr.enumerate object
tau	scalar value for the prior model dependence (1 is an independent prior; defaults to value used in madr.enumerate)
two.stage	indicator if the two-stage procedure for calculating the model weights should be used (defaults to value used in madr.enumerate)
...	ignored

Value

A list. The list contains the following named components:

madr	the model averaged double robust estimate
weight.ps	a vector that contains the inclusion probability of each covariate in the propensity score model
weight.om	a vector that contains the inclusion probability of each covariate in the outcome model
tau	value of tau used in estimation
two.stage	indicator if the two-stage procedure for calculating the model weights was used

madr documentation built on May 2, 2019, 6:03 a.m.