TY - BOOK AU - Jurczenko,Emmanuel TI - Machine learning for asset management: new developments and financial T2 - Innovation, entrepreneurship and management series SN - 9781119751182 AV - HG4515.5 U1 - 332.6028563/1 23 PY - 2020/// CY - London, Hoboken, NJ PB - ISTE Ltd., Wiley KW - Investments KW - Data processing KW - Machine learning KW - Investissements KW - Informatique KW - Apprentissage automatique KW - fast N1 - Includes bibliographical references and index N2 - This new edited volume consists of a collection of original articles written by leading financial economists and industry experts in the area of machine learning for asset management. The chapters introduce the reader to some of the latest research developments in the area of equity, multi-asset and factor investing. Each chapter deals with new methods for return and risk forecasting, stock selection, portfolio construction, performance attribution and transaction costs modeling. This volume will be of great help to portfolio managers, asset owners and consultants, as well as academics and students who want to improve their knowledge of machine learning in asset management UR - https://onlinelibrary.wiley.com/doi/book/10.1002/9781119751182 ER -