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1 results

  • The Hawkes Process with Different Exciting Functions and its Asymptotic Behavior

  • Part of
  • Raúl Fierro, Víctor Leiva, Jesper Møller
  • Journal:
    Journal of Applied Probability / Volume 52 / Issue 1 / March 2015
    Published online by Cambridge University Press:
    30 January 2018, pp. 37-54
    Print publication:
    March 2015
    • Article
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  • The standard Hawkes process is constructed from a homogeneous Poisson process and uses the same exciting function for different generations of offspring. We propose an extension of this process by considering different exciting functions. This consideration may be important in a number of fields; e.g. in seismology, where main shocks produce aftershocks with possibly different intensities. The main results are devoted to the asymptotic behavior of this extension of the Hawkes process. Indeed, a law of large numbers and a central limit theorem are stated. These results allow us to analyze the asymptotic behavior of the process when unpredictable marks are considered.