PS.MA.enumerate {madr} | R Documentation |
Enumerates all possible propensity score models (linear terms only)
Description
This function enumerates and fits all possible propensity score models
Usage
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) |
Value
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 |
[Package madr version 1.0.0 Index]