add.to.dictionary {madr}

Worker function that fits propensity score models

Description

This function fits propensity score models and saves necessary information

Usage

add.to.dictionary(X, U, W, alpha)

Arguments

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

Value

A list. The list contains the following named components:

out

a list that contains the BIC and estimated propensity scores from propensity score models