Modelling systemic price cojumps with Hawkes factor models

作者:Bormetti Giacomo; Calcagnile Lucio Maria; Treccani Michele*; Corsi Fulvio; Marmi Stefano; Lillo Fabrizio
来源:Quantitative Finance, 2015, 15(7): 1137-1156.
DOI:10.1080/14697688.2014.996586

摘要

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 large number of high-frequency cojumps. We show that the dynamics of these jumps is described neither by a multivariate Poisson nor by a multivariate Hawkes model. We introduce a Hawkes one-factor model which is able to capture simultaneously the time clustering of jumps and the high synchronization of jumps across assets.

  • 出版日期2015-7-3