| summary.madr.enumerate {madr} | R Documentation |
Provides model averaged double robust estimate for different values of tau
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 |