Model Averaged Double Robust Estimation

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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