gen_data_epl

<p>tau is "continuous" (default - equation 54) or exhibits "jumps" (equation 55)</p>

type

<p>The DGP from section 5.2 in Athey and Wager (2017)</p>

Learn optimal policies via doubly robust empirical
welfare maximization over trees. This package implements the multi-action doubly
robust approach of Zhou, Athey and Wager (2018) <arXiv:1810.04778> in the case where
we want to learn policies that belong to the class of depth k decision trees.

Erik Sverdrup

policytree

Policy Learning via Doubly Robust Empirical Welfare Maximization
over Trees

Zhengyuan Zhou

Susan Athey

Stefan Wager

Ayush Kanodia

gen_data_epl function

Example data generating process from Efficient Policy Learning — gen_data_epl

Example data generating process from Efficient Policy Learning

gen_data_epl: Example data generating process from Efficient Policy Learning

Description

Usage

Arguments

Value

References