summary.madr.enumerate

object

scalar value for the prior model dependence (1 is an independent prior; defaults to value used in madr.enumerate)

indicator if the two-stage procedure for calculating the model weights should be used (defaults to value used in madr.enumerate)

two.stage


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


Estimates average treatment effects using model average double robust (MA-DR) estimation. The MA-DR estimator is defined as weighted average of double robust estimators, where each double robust estimator corresponds to a specific choice of the outcome model and the propensity score model. The MA-DR estimator extend the desirable double robustness property by achieving consistency under the much weaker assumption that either the true propensity score model or the true outcome model be within a specified, possibly large, class of models.

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

Description

Usage

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Value