Continuity of imprecise stochastic processes with respect to the pointwise convergence of monotone sequences
Probability
2017-01-26 v3
Abstract
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 , , where each is -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.
Keywords
Cite
@article{arxiv.1402.3056,
title = {Continuity of imprecise stochastic processes with respect to the pointwise convergence of monotone sequences},
author = {Jasper De Bock and Gert de Cooman},
journal= {arXiv preprint arXiv:1402.3056},
year = {2017}
}