Nguyen, Quyen; Diaz-Rainey, Ivan; Kitto, Adam; McNeil, Ben - 2022
This paper explores the quality of Scope 3 emission data in terms of divergence and composition and the performance of machine learning models in predicting Scope 3 emissions. We do so using the Scope 3 emission datasets of three of the largest data providers (Refinitiv Eikon, and ISS). We find...