Exponential ergodicity for diffusions with jumps driven by a Hawkes process

نویسندگان

چکیده

In this paper, we introduce a new class of processes which are diffusions with jumps driven by multivariate nonlinear Hawkes process. Our goal is to study their long-time behavior. the case exponential memory kernels for underlying process establish conditions positive Harris recurrence couple $(X,Y )$, where $X$ denotes diffusion and $Y$ piecewise deterministic Markov (PDMP) defining stochastic intensity driving Hawkes. As direct consequence recurrence, obtain ergodic theorem $X.$ Furthermore, provide sufficient under exponentially $\beta -$mixing.

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ژورنال

عنوان ژورنال: Theory of Probability and Mathematical Statistics

سال: 2021

ISSN: ['1547-7363', '0094-9000']

DOI: https://doi.org/10.1090/tpms/1129