OM.MA.enumerate {madr}

Enumerates all possible outcome models (linear terms only)

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