Artificial Intelligence in Asset Management
- ISBN-10
- 195292703X
- ISBN-13
- 9781952927034
- Category
- Business & Economics
- Pages
- 96
- Language
- English
- Published
- 2020-08-28
- Publisher
- CFA Institute Research Foundation
- Authors
- Jürgen Branke, Söhnke M. Bartram, Mehrshad Motahari
Description
Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.
Get the book
Similar books
-
Taxation for Decision Makers, Binder Ready Version
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 8.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Taxation for Decision Makers, 2019 Edition
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 9.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Taxation for Decision Makers, 2020
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 9.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Keeping House in Lusaka
By Karen Tranberg Hansen1934. Memorandum on the Native Tribes and Tribal Areas of Northern Rhodesia . Lusaka : Government Printer . Timberlake , Michael , ed . 1985.
-
Encyclopedia of Community: From the Village to the Virtual World
By DAVID LEVINSON, KAREN CHRISTENSENTimberlake, L. (1987). Only one Earth. London: BBC Books: Earthscan. Tinker, I. (1987). Street foods: Testing assumptions about informal sector by women and ...
-
Taxation for Decision Makers 2006
By Shirley Dennis-Escoffier, Karen FortinThe Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $ 4,500,000 . The property has a basis of ...
-
Handbook of Organizational Performance: Behavior Analysis and Management
By William K Redmon, Thomas C Mawhinney, Carl Merle JohnsonTimberlake (1980, 1984) promulgated a behavioral-regulation analysis of learned performance that emphasizes the importance of behavioral.
-
Money and the Rule of Law: Generality and Predictability in Monetary Institutions
By Peter J. Boettke, Alexander William Salter, Daniel J. Smith190; Timberlake 1993, pp. 356–357). By increasing fiscal expenditures, President Carter may have successfully cornered the Fed into delaying tighter ...
-
Economic Politics: The Costs of Democracy
By William R. Keech, William R Keech( Timberlake , 1993 , p . 4 ) The same was true of the second Bank of the United States , which was chartered in 1816. However , under the leadership of ...
-
Handbook of Organizational Performance: Behavior Analysis and Management
By William K Redmon, Thomas C Mawhinney, Carl Merle JohnsonSchlinger, H. and Blakely, E. (1987). Function-altering effects of ... Timberlake, W. and Allison, J. (1974). Response deprivation: An empirical 48 HANDBOOK ...