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This study explores the stylized facts, volatility clustering, other highly irregular behaviour, and risk measures of … there was confirmed existence of volatility clusters when high volatility periods are followed by low volatility periods … expect in the worst case scenario. Our results confirm the existence of predictability, volatility clustering, and …
Persistent link: https://www.econbiz.de/10014420375
The purpose of this paper is to model and analyze the volatility of returns on investment units in voluntary pension … applies the Extreme Value Theory (EVT) using the Generalized Pareto Distribution (GPD) to model the extreme events in the … series, but the absence of significant volatility changes negated the application of GARCH models. Instead, EVT was …
Persistent link: https://www.econbiz.de/10015433377
Cumulative Prospect Theory (CPT) is rooted in behavioural psychology and has demonstrated to possess sufficient … of the returns, but it tends also to increase volatility significantly. …
Persistent link: https://www.econbiz.de/10012622374
This paper presents a new Expected Shortfall (ES) model based on the Quantum Harmonic Oscillator (QHO). It is used to estimate market risk in banks and other financial institutions according to Basel III standard. Predictions of the model agree with the empirical data which displays deviations...
Persistent link: https://www.econbiz.de/10014450737
Evidence that cryptocurrencies exhibit speculative bubble behavior is well documented. This evidence could trigger global financial instability leading to systemic risk. It is therefore crucial to quantify systemic risk and investigate its transmission mechanism across crypto markets and other...
Persistent link: https://www.econbiz.de/10014234393
volatility clustering, skewness, and kurtosis. The results reveal that the CoVaR estimates vary based on portfolio strategy, with …
Persistent link: https://www.econbiz.de/10014532413
-based asset allocation strategy outperforms the three alternatives on many common metrics, including annualized return, volatility …
Persistent link: https://www.econbiz.de/10012388728
This paper investigates the relationship between the bitcoin price and the hashrate by disentangling the effects of the energy efficiency of the bitcoin mining equipment, bitcoin halving, and of structural breaks on the price dynamics. For this purpose, we propose a methodology based on...
Persistent link: https://www.econbiz.de/10012389835
This study introduces the dynamic Gerber model (DGC) and evaluates its performance in the prediction of Value at Risk (VaR) and Expected Shortfall (ES) compared to alternative parametric, non-parametric and semi-parametric methods for estimating the covariance matrix of returns. Based on ES...
Persistent link: https://www.econbiz.de/10015361657
This study addresses market concentration among major corporations, highlighting the utility of relative entropy for understanding diversification strategies. It introduces entropic value at risk (EVaR) as a coherent risk measure, which is an upper bound to the conditional value at risk (CVaR),...
Persistent link: https://www.econbiz.de/10014636599