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Data-Driven Uplift Modeling

Published in IEEE • Jan 1, 2025
NobleIDNI6P74W69R93S72
Authors:
Anam Zahid
,
Faisal Kamiran
,
Samar Abbas

Abstract

Uplift modeling studies the impact of different treatments on an outcome and has several applications, such as targeted marketing and medical therapy assessment. Usually, such studies are retrospective in nature rather than controlled experiments; hence, pre-existing bias in the observed data can di...

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