OM.MA.enumerate function

Enumerates all possible outcome models (linear terms only)

This function enumerates and fits all possible outcome models

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)

Returns

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