From man vs. machine to man+ machine: The art and AI of stock analyses
An AI analyst trained to digest corporate disclosures, industry trends, and macroeconomic
indicators surpasses most analysts in stock return predictions. Nevertheless, humans win …
indicators surpasses most analysts in stock return predictions. Nevertheless, humans win …
New frontiers of robo-advising: Consumption, saving, debt management, and taxes
F D'Acunto, AG Rossi - Machine Learning in Finance: A Guide to …, 2021 - cambridge.org
Traditional forms of robo-advice were targeted to help individuals make portfolio allocation
decisions. Based on the balance-sheet view of households, the scope for robo-advising has …
decisions. Based on the balance-sheet view of households, the scope for robo-advising has …
Carbon emission and asset prices: new evidence from machine learning
F Li, X Zheng - Available at SSRN 4400681, 2023 - papers.ssrn.com
We estimate a large data panel of carbon emissions by US firms with a machine learning
algorithm known as XGBoost. We predict scope 1 carbon emissions of listed firms from 2002 …
algorithm known as XGBoost. We predict scope 1 carbon emissions of listed firms from 2002 …