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Two general methods for coupling marked point processes (MPPs) on the real half-line are proposed. The MPPs are explicitly formulated in terms of (canonical) compensators, i.e. there is a (predictable in the canonical sense) kernel \(\alpha \) from \(S\times N_{\mathcal {X}}\) to \(R^{+} \times \mathcal {X}\), where \(S\) is the space of initial values, \(N_{\mathcal {X}}\) is the set of all possible realizations of the MPP with the mark space \(\mathcal {X}\). Coupling is a device used to establish convergence of stochastic processes. The main aim of the present paper is to prove the following property of ``weak ergodicity'': the total variance distance between time-shifted processes with the same compensator (but possibly different initial conditions) tends to zero.
Marked point process, Statistics and Probability, weak ergodicity, Applied Mathematics, Coupling, Compensator, Modelling and Simulation, 60G55, Point processes (e.g., Poisson, Cox, Hawkes processes), coupling, marked point process, compensator, Weak ergodicity
Marked point process, Statistics and Probability, weak ergodicity, Applied Mathematics, Coupling, Compensator, Modelling and Simulation, 60G55, Point processes (e.g., Poisson, Cox, Hawkes processes), coupling, marked point process, compensator, Weak ergodicity
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