English What are the challenges of using machine learning in finance (e.g., interpretability, overfitting)?

Mar 24, 2023 ... Professor Shigeru Nishizawa from the Faculty of Economics uses an accounting approach to conduct research on corporate value that cannot be ... Feb 25, 2025 ... It doesn't work for a financial relationship with many transactions. Budget apps can be improved by integrating forward-looking economics-based ... A financial transaction is an agreement, or communication, between a buyer and seller to exchange goods, services, or assets for payment. Sep 23, 2019 ... ... financial transactions, and targeted online advertising. In practice ... financial authorities and their counterparts responsible for information ... For example, the auditor may perform walkthroughs in connection with understanding the flow of transactions in the information system relevant to financial ... Financial Economics, Risk and Information presents the fundamentals of finance in static and dynamic frameworks with focus on risk and information. Mar 12, 2025 ... 2.1 for more information on transfers of financial assets involving entities under common control. 2As discussed further below, the ... JEL Classification System / EconLit Subject Descriptors ; D, Microeconomics ; E, Macroeconomics and Monetary Economics ; F, International Economics ; G, Financial ... Our professionals have backgrounds in healthcare economics, information technology, management and administration, finance, accounting, government regulation ... Aug 2, 2022 ... This paper reviews research on information frictions as part of the Journal of Real Estate Finance and Economics special issue on real estate market efficiency.