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arxiv: 1610.05225 · v1 · pith:S2ANDRY4new · submitted 2016-10-17 · 🧮 math.PR · math.ST· stat.TH

Estimation error for occupation time functionals of stationary Markov processes

classification 🧮 math.PR math.STstat.TH
keywords errorgeneralboundestimationfunctionalsmarkovprocessstationary
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The approximation of integral functionals with respect to a stationary Markov process by a Riemann-sum estimator is studied. Stationarity and the functional calculus of the infinitesimal generator of the process are used to get a better understanding of the estimation error and to prove a general error bound. The presented approach admits general integrands and gives a unifying explanation for different rates obtained in the literature. Several examples demonstrate how the general bound can be related to well-known function spaces.

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