get_utility: Get the Utility

In polle: Policy Learning

Get the Utility

Description

get_utility() returns the utility, i.e., the sum of the rewards, for every observation in the policy data object.

Usage

get_utility(object)

Arguments

object

Object of class policy_data.

Value

data.table with key id and numeric variable U.

Examples

### Two stages:
d <- sim_two_stage(5e2, seed=1)
# constructing policy_data object:
pd <- policy_data(d,
                  action = c("A_1", "A_2"),
                  baseline = c("B"),
                  covariates = list(L = c("L_1", "L_2"),
                                    C = c("C_1", "C_2")),
                  utility = c("U_1", "U_2", "U_3"))
pd

# getting the utility:
head(get_utility(pd))

polle documentation built on May 29, 2024, 1:15 a.m.