R: Model Averaged Double Robust Estimation

# Model Averaged Double Robust Estimation

## Documentation for package ‘madr’ version 1.0.0

- DESCRIPTION file.

## Help Pages

add.to.dictionary | Worker function that fits propensity score models
add.to.dictionary.outcome | Worker function that fits outcome models
bic.to.prob | Convert BIC to model probabilities
expit | Expit (inverse logit) function
madr | Calculate model averaged double robust estimate
madr.enumerate | Model averaged double robust estimate with enumeration of all possible models (linear terms only)
madr.mcmc | Calculate model averaged double robust estimate using a pseudo-MC3 algorithm
OM.MA | Calculate model probabilities for the outcome models using a pseudo-MC3 algorithm
OM.MA.enumerate | Enumerates all possible outcome models (linear terms only)
print.madr.enumerate | Print function for madr.enumerate class
print.madr.mcmc | Print function for madr.mcmc class
print.summary.madr.enumerate | Print function for summary.madr.enumerate class
PS.MA | Calculate model probabilities for the propensity score model using a pseudo-MC3 algorithm
PS.MA.enumerate | Enumerates all possible propensity score models (linear terms only)
summary.madr.enumerate | Provides model averaged double robust estimate for different values of tau