OM.MA.enumerate: Enumerates all possible outcome models (linear terms only)

In mcefalu/madr: Model Averaged Double Robust Estimation

Description

This function enumerates and fits all possible outcome models

Usage

OM.MA.enumerate(Y, X, U, W = NULL)

Arguments

Y	vector of the outcome
X	vector of the treatment indicator (0/1)
U	matrix of covariates to be considered for inclusion/exclusion
W	matrix of covariates that will be included in all models (optional)

Value

A list. The listcontains the following named components:

dict	a list that contains the BIC, predicted values, and estimated treatment effect from each outcome model
out.table	a matrix that contains the BIC and estimated treatment effect from each outcome model

mcefalu/madr documentation built on May 22, 2019, 3 p.m.