add.to.dictionary.outcome {madr}

Worker function that fits outcome models

Description

This function fits outcome models and saves necessary information

Usage

add.to.dictionary.outcome(Y, X, U, W, alpha, binary = F)

Arguments

Y

vector of the outcome

X

vector of the treatment (0/1)

U

matrix of covariates to be considered for inclusion/exclusion

W

matrix of covariates that will be included in all models (optional)

alpha

vector of inclusion indicators (which columns of U) to included in the propensity score model

binary

indicates if the outcome is binary

Value

A list. The list contains the following named components:

out

a list that contains the BIC, predicted values, and estimated treatment effect from each outcome model