cram_policy_value_estimator: Cram Policy: Estimator for Policy Value (Psi)

In cramR: Cram Method for Efficient Simultaneous Learning and Evaluation

Cram Policy: Estimator for Policy Value (Psi)

Description

This function returns the cram estimator for the policy value (psi).

Usage

cram_policy_value_estimator(X, Y, D, pi, batch_indices, propensity = NULL)

Arguments

X	A matrix or data frame of covariates for each sample.
Y	A vector of outcomes for the n individuals.
D	A vector of binary treatments for the n individuals.
pi	A matrix of n rows and (nb_batch + 1) columns, where n is the sample size and nb_batch is the number of batches, containing the policy assignment for each individual for each policy. The first column represents the baseline policy.
batch_indices	A list where each element is a vector of indices corresponding to the individuals in each batch.
propensity	Propensity score function

Value

The estimated policy value.

cramR documentation built on Aug. 25, 2025, 1:12 a.m.