Hawkes processes and their applications to finance: a review
AG Hawkes - Quantitative Finance, 2018 - Taylor & Francis
Hawkes (1971a, 1971b, 1972) introduced a family of models for stochastic point processes
called 'self-exciting and mutually exciting point processes' the essential property of which …
called 'self-exciting and mutually exciting point processes' the essential property of which …
Volatility spillovers across global asset classes: Evidence from time and frequency domains
This paper analyzes the volatility spillovers across four global asset classes namely, stock,
sovereign bonds, credit default swaps (CDS) and currency from September 2009 to …
sovereign bonds, credit default swaps (CDS) and currency from September 2009 to …
A review on Poisson, Cox, Hawkes, shot-noise Poisson and dynamic contagion process and their compound processes
The Poisson process is an essential building block to move up to complicated counting
processes, such as the Cox (“doubly stochastic Poisson”) process, the Hawkes (“self …
processes, such as the Cox (“doubly stochastic Poisson”) process, the Hawkes (“self …
Exact simulation of Hawkes process with exponentially decaying intensity
We introduce a numerically efficient simulation algorithm for Hawkes process with
exponentially decaying intensity, a special case of general Hawkes process that is most …
exponentially decaying intensity, a special case of general Hawkes process that is most …
Modelling the volatility of crude oil returns: Jumps and volatility forecasts
We contribute to the scarce literature on the oil market volatility index (OVX) by examining
the presence of time‐varying jumps in OVX and by assessing the ability of OVX to predict the …
the presence of time‐varying jumps in OVX and by assessing the ability of OVX to predict the …
Forecasting realized volatility: New evidence from time‐varying jumps in VIX
A Dutta, D Das - Journal of Futures Markets, 2022 - Wiley Online Library
Given that jumps in the implied volatility index (VIX) lead to rapid changes in the level of
volatility, they may contain significant predictive information for the realized variance (RV) of …
volatility, they may contain significant predictive information for the realized variance (RV) of …
Risk spillover between the US and the remaining G7 stock markets using time-varying copulas with Markov switching: Evidence from over a century of data
This paper analyses the risk spillover effect between the US stock market and the remaining
G7 stock markets by measuring the conditional Value-at-Risk (CoVaR) using time-varying …
G7 stock markets by measuring the conditional Value-at-Risk (CoVaR) using time-varying …
Modelling systemic price cojumps with Hawkes factor models
Instabilities in the price dynamics of a large number of financial assets are a clear sign of
systemic events. By investigating portfolios of highly liquid stocks, we find that there are a …
systemic events. By investigating portfolios of highly liquid stocks, we find that there are a …
Hawkes jump-diffusions and finance: a brief history and review
AG Hawkes - The European Journal of Finance, 2022 - Taylor & Francis
A brief history of diffusions in Finance is presented, followed by an even briefer discussion of
jump-diffusions that involve Poisson or Lévy jumps. The main purpose of the paper is then to …
jump-diffusions that involve Poisson or Lévy jumps. The main purpose of the paper is then to …
[HTML][HTML] Measuring the time-frequency dynamics of return and volatility connectedness in global crude oil markets
Y Toyoshima, S Hamori - Energies, 2018 - mdpi.com
This study analyzes return and volatility spillovers across global crude oil markets for 1
January 1991 to 27 April 2018, using an empirical technique from the time and frequency …
January 1991 to 27 April 2018, using an empirical technique from the time and frequency …