Portfolio optimization through hybrid deep learning and genetic algorithms vine Copula-GARCH-EVT-CVaR model
Bibliographic Data
| ID | 21402802 |
|---|---|
| Authors | Rihab Bedoui (University of Sousse), Ramzi Benkraiem (0000-0002-3931-0546, Audencia Business School, corresponding author), Khaled Guesmi (0000-0001-6208-0622, Paris School of Business), Islem Kedidi (University of Sousse) |
| Year | 2023 |
| Volume | 197 |
| Pages | 122887 |
| Publication date | 2023-12-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Technological Forecasting and Social Change (JOURNAL) |
| Journal identifiers | ISSN: 0040-1625 • E-ISSN: 1873-5509 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.techfore.2023.122887 |
| OpenAlex | W4387418473 |
| Language | EN |
| References cited | 33 |
Autoregressive conditional heteroskedasticity · Black–Litterman model · Copula (linguistics) · CVAR · Econometrics · Economics · Expected shortfall · Financial economics · Mathematical optimization · Portfolio · Portfolio optimization · Replicating portfolio · Risk management · Value at risk · Vine copula · Computer Science · Finance · Financial Markets and Investment Strategies · Market Dynamics and Volatility · Mathematics · Stock Market Forecasting Methods
A fast and elitist multiobjective genetic algorithm
Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold
An application of a TVP-VAR extended joint connected approach to explore connectedness between WTI crude oil, gold, stock and cryptocurrencies during the Covid-19 health crisis
Bitcoin
Dynamic Conditional Correlation
| Citation velocity | historical |
|---|---|
| Highly cited | No |