Showing 1 - 10 of 272
This paper builds and implements multifactor stochastic volatility models for the international oil/energy markets … (Brent oil and WTI oil) for the period 2011-2021. The main objective is to make step ahead volatility predictions for the … important for market participants, implying predictability. The paper estimates multifactor stochastic volatility models for …
Persistent link: https://www.econbiz.de/10012794710
Intraday high-frequency data of stock returns exhibit not only typical characteristics (e.g., volatility clustering and … the leverage effect) but also a cyclical pattern of return volatility that is known as intraday seasonality. In this paper …, we extend the stochastic volatility (SV) model for application with such intraday high-frequency data and develop an …
Persistent link: https://www.econbiz.de/10012520275
This paper studies multiscale stochastic volatility models of financial asset returns. It specifies two components in … the log-volatility process and allows for leverage/asymmetric effects from both components while return innovation terms … dependence in return volatility, which is often absent in applications of stochastic volatility models which incorporate leverage …
Persistent link: https://www.econbiz.de/10012587454
This paper proposes a semiparametric realized stochastic volatility model by integrating the parametric stochastic … volatility model utilizing realized volatility information and the Bayesian nonparametric framework. The flexible framework … returns and logarithmic realized volatility but also enables flexible adjustments for estimation bias in realized volatility …
Persistent link: https://www.econbiz.de/10012800257
The present study used transfer entropy and effective transfer entropy to examine the asymmetric information flow between exchange rates, oil, and gold. The dataset is composed of daily data covering the period of 1 January 2018 to 31 December 2021. Further, the dataset is bifurcated for...
Persistent link: https://www.econbiz.de/10014301581
With the exception of Bitcoin, there appears to be little or no literature on GARCH modelling of cryptocurrencies. This paper provides the first GARCH modelling of the seven most popular cryptocurrencies. Twelve GARCH models are fitted to each cryptocurrency, and their fits are assessed in terms...
Persistent link: https://www.econbiz.de/10011854856
This paper analyzes the effects of real exchange rate volatility on the United States’ exports to BRICS. It focuses on … exchange rate volatility on exports, it also uses the method of the Autoregressive Distributed Lag (ARDL) approach to … cointegration analysis and error-correction models. Two measures of exchange rate volatility are used in this study. According to …
Persistent link: https://www.econbiz.de/10012821337
memory in stochastic volatility (SV) components in order to develop the General Long Memory SV (GLMSV) model. We examine the …
Persistent link: https://www.econbiz.de/10011854876
range of sectors, including nonmonetary activities, financial transactions, and even capital management. The high volatility … the probability of cryptocurrency volatility clusters. In this regard, the paper explores exponential hybrid methodologies …
Persistent link: https://www.econbiz.de/10012622787
The statistical analysis of financial time series is a rich and diversified research field whose inherent complexity requires an interdisciplinary approach, gathering together several disciplines, such as statistics, economics, and computational sciences. This special issue of the Journal of...
Persistent link: https://www.econbiz.de/10012304649