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New Zealand Journal of Mathematics
Article . 2021 . Peer-reviewed
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New Zealand Journal of Mathematics
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zbMATH Open
Article . 2021
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https://dx.doi.org/10.48550/ar...
Article . 2021
License: arXiv Non-Exclusive Distribution
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Virtual Markov Chains

Virtual Markov chains
Authors: Evans, Steven; Jaffe, Adam Q.;

Virtual Markov Chains

Abstract

We introduce the space of virtual Markov chains (VMCs) as a projective limit of the spaces of all finite state space Markov chains (MCs), in the same way that the space of virtual permutations is the projective limit of the spaces of all permutations of finite sets.We introduce the notions of virtual initial distribution (VID) and a virtual transition matrix (VTM), and we show that the law of any VMC is uniquely characterized by a pair of a VID and VTM which have to satisfy a certain compatibility condition.Lastly, we study various properties of compact convex sets associated to the theory of VMCs, including that the Birkhoff-von Neumann theorem fails in the virtual setting.

Related Organizations
Keywords

compact convex space of measures, projective limit, Convex sets in topological linear spaces; Choquet theory, Probability (math.PR), virtual permutation, inverse limit, Markov chains (discrete-time Markov processes on discrete state spaces), Inductive and projective limits in functional analysis, continuous-time Markov process, 60J10 (Primary) 46A55, 46M40 (Secondary), FOS: Mathematics, balayage, extreme points, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
gold