A correction to Kallenberg's theorem for jointly exchangeable random measures
Christian Borgs, Jennifer T. Chayes, Souvik Dhara, Subhabrata Sen

TL;DR
This paper identifies an overlooked condition in Kallenberg's 2005 theorem on jointly exchangeable random measures, clarifies its importance, and provides a counter-example illustrating its necessity.
Contribution
It corrects and refines Kallenberg's theorem by explicitly stating the missing condition and demonstrates its significance through a counter-example.
Findings
The additional condition is necessary for the theorem's validity.
A counter-example shows the theorem fails without the condition.
The correction improves the understanding of exchangeable random measures.
Abstract
Kallenberg (2005) provided a necessary and sufficient condition for the local finiteness of a jointly exchangeable random measure on . Here we note an additional condition that was missing in Kallenberg's theorem, but was implicitly used in the proof. We also provide a counter-example when the additional condition does not hold.
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Taxonomy
TopicsStochastic processes and statistical mechanics · Bayesian Methods and Mixture Models · Random Matrices and Applications
