A new hybrid method with data-characteristic-driven analysis for artificial intelligence and robotics index return forecasting

A new hybrid method with data-characteristic-driven analysis for artificial intelligence and robotics index return forecasting

Abstract Forecasting returns for the Artificial Intelligence and Robotics Index is of great significance for financial market stability, and the development of the artificial intelligence industry. To provide investors with a more reliable reference in terms of artificial intelligence index investme...

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Bibliographic Details
Main Authors: Yue-Jun Zhang, Han Zhang, Rangan Gupta
Format: Article
Language:English
Published: SpringerOpen 2023-04-01
Series:Financial Innovation
Subjects:
Artificial Intelligence and Robotics index return forecasting
PSO-LSSVM model
GARCH model
Decomposition and integration model
Combination model
Online Access:https://doi.org/10.1186/s40854-023-00483-5

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