Artificial Intelligence for Financial Markets: The Polymodel Approach

by Raphael Douady and Thomas Barrau

Book Overview

This book introduces the novel artificial intelligence technique of polymodels and applies it to the prediction of stock returns. The idea of polymodels is to describe a system by its sensitivities to an environment, and to monitor it, imitating what a natural brain does spontaneously. In practice this involves running a collection of non-linear univariate models. This very powerful standalone technique has several advantages over traditional multivariate...

• Format: Paperback
• Language: English
• ISBN: 3030973212
• ISBN13: 9783030973216
• Release Date: June 2023
• Publisher: Springer
• Length: 172 Pages
• Weight: 0.60 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"