Modelling systemic price cojumps with Hawkes factor models
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Publication:4683069
DOI10.1080/14697688.2014.996586zbMath1398.91506arXiv1301.6141OpenAlexW2128915217MaRDI QIDQ4683069
Michele Treccani, Fabrizio Lillo, Lucio M. Calcagnile, Fulvio Corsi, Stefano Marmi, Giacomo Bormetti
Publication date: 19 September 2018
Published in: Quantitative Finance (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1301.6141
Applications of statistics to actuarial sciences and financial mathematics (62P05) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55) Portfolio theory (91G10)
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Cites Work
- Unnamed Item
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- Maximum likelihood estimation of Hawkes' self-exciting point processes
- Financial econometric analysis at ultra-high frequency: Data handling concerns
- No-arbitrage semi-martingale restrictions for continuous-time volatility models subject to leverage effects, jumps and i.i.d. noise: theory and testable distributional implications
- Modelling security market events in continuous time: intensity based, multivariate point process models
- Risk, jumps, and diversification
- Testing for jumps when asset prices are observed with noise -- a ``swap variance approach
- A discrete-time model for daily S\&P500 returns and realized variations: jumps and leverage effects
- Jump tails, extreme dependencies, and the distribution of stock returns
- Threshold bipower variation and the impact of jumps on volatility forecasting
- Testing for jumps in a discretely observed process
- The asymptotic behaviour of maximum likelihood estimators for stationary point processes
- Testing for common arrivals of jumps for discretely observed multidimensional processes
- Multi-Scale Jump and Volatility Analysis for High-Frequency Financial Data
- Modelling Financial High Frequency Data Using Point Processes
- On Lewis' simulation method for point processes
- Simulation of nonhomogeneous Poisson processes with log linear rate function
- Transform Analysis and Asset Pricing for Affine Jump-diffusions
- An Introduction to the Theory of Point Processes
- Financial Modelling with Jump Processes
- Spectra of some self-exciting and mutually exciting point processes
- Modelling microstructure noise with mutually exciting point processes
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