Markowitz Mean-Variance Portfolio Optimization with Predictive Stock Selection Using Machine Learning

With the advances in time-series prediction, several recent developments in machine learning have shown that integrating prediction methods into portfolio selection is a great opportunity. In this paper, we propose a novel approach to portfolio formation strategy based on a hybrid machine learning m...

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Bibliographic Details
Main Authors: Apichat Chaweewanchon, Rujira Chaysiri
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:International Journal of Financial Studies
Subjects:
Online Access:https://www.mdpi.com/2227-7072/10/3/64