PS.MA.enumerate function

Enumerates all possible propensity score models (linear terms only)

This function enumerates and fits all possible propensity score models

PS.MA.enumerate(X, U, W = NULL)

Arguments

• 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)

Returns

A list. The list contains the following named components: - dict: a list that contains the BIC and estimated propensity scores from propensity score models

• out.table: a matrix that contains the BIC from each propensity score model