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arxiv: 1402.3056 · v3 · pith:VWXCLNCYnew · submitted 2014-02-13 · 🧮 math.PR

Continuity of imprecise stochastic processes with respect to the pointwise convergence of monotone sequences

classification 🧮 math.PR
keywords extensionnaturalsequencesconvergenceimprecisepointwiserespectstochastic
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We consider the joint lower expectation of a finite-state imprecise stochastic process, defined using either the Ville-Vovk-Shafer natural extension or the Williams natural extension. In both cases, we show that it is continuous with respect to the pointwise convergence of non-decreasing sequences of real-valued functions $f_n$, $n\in\mathbb{N}_0$, where each $f_n$ is $n$-measurable. For the Ville-Vovk-Shafer natural extension, a similar result is shown to hold for non-increasing sequences, provided that they converge to a bounded function.

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