af | R Documentation |
Acquisition function, selects $n_2$ units from the test set
af( data, tau_train, tau_test, theta, n2, type = "emcite", weight_types = 5, B = 2 )
data |
list containing train and test covariates |
tau_train |
estimated ITE for train set |
tau_test |
predicted ITE for test set |
theta |
initialization of theta |
n2 |
number of samples to select |
type |
which method to run: random/variance/type-s/emcite |
weight_types |
weight of type-s error in EMCITE |
B |
number of bootstrap predictions in EMCITE |
vector of selected indexes
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