Mean–variance portfolio optimization with deep learning based-forecasts for cointegrated stocks
Author:
Funder
Natural Science Foundation of Shandong Province
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference48 articles.
1. Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators;Alonso-Monsalve;Expert Systems with Applications,2020
2. Comovement;Barberis;Journal of Financial Economics,2005
3. Incorporating estimation errors into portfolio selection: Robust portfolio construction;Ceria;Journal of Asset Management,2006
4. A feature weighted support vector machine and K-nearest neighbor algorithm for stock market indices prediction;Chen;Expert Systems with Applications,2017
5. Mean–variance portfolio optimization using machine learning-based stock price prediction;Chen;Applied Soft Computing,2021
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