[HTML][HTML] Classification of the optimal rebalancing frequency for pairs trading using machine learning techniques

M Bağcı, PK Soylu - Borsa Istanbul Review, 2024 - Elsevier
Selection of the optimal rebalancing frequency (ORF) is crucial for the pair trading algorithm
(PTA) that periodically rebalances the allocation of two assets. This study proposes a …

Enhancing Markowitz's portfolio selection paradigm with machine learning

M López de Prado, J Simonian, FA Fabozzi… - Annals of Operations …, 2024 - Springer
In this paper we describe the integration of machine learning (ML) techniques into the
framework of Markowitz's portfolio selection and show how they can help advance the robust …

Portfolio Selection and Stock Returns: The Role of Machine Learning Algorithms in Asset Choices

AJ Khan, TN Khan, HR Ahmad - Review of Applied Management …, 2024 - ramss.spcrd.org
The investigation has been made across various financial assets available globally to
develop a portfolio that may generate higher returns with low risk and minimal drawdowns …