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

Description Usage Arguments Value

View source: R/summary.madr.enumerate.r

Description

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

Usage

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## 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


mcefalu/madr documentation built on May 22, 2017, 1:11 a.m.