Advanced Strategies of Portfolio Management in the Heston Market Model
Jaros{\l}aw Gruszka, Janusz Szwabi\'nski

TL;DR
This paper analyzes asset diversity and cash inclusion in portfolio management within the Heston market model, proposing two new strategies based on MACD and RSI, supported by Monte Carlo simulations.
Contribution
It introduces two novel portfolio management strategies utilizing MACD and RSI indicators within the Heston model framework.
Findings
Enhanced portfolio performance with new strategies
Impact of asset diversity and cash inclusion analyzed
Simulation results demonstrate strategy effectiveness
Abstract
There is a great number of factors to take into account when building and managing an investment portfolio. It is widely believed that a proper set-up of the portfolio combined with a good, robust management strategy is the key to successful investment. In this paper, we aim at an analysis of two aspects that may have an impact on investment performance: diversity of assets and inclusion of cash in the portfolio. We also propose two new management strategies based on the MACD and RSI factors known from technical analysis. Monte Carlo simulations within the Heston model of a market are used to perform numerical experiments.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsFinancial Markets and Investment Strategies · Economic theories and models · Stochastic processes and financial applications
