summary.madr.enumerate function

Provides model averaged double robust estimate for different values of tau

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

## 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

Returns

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