Scaling limit for small blocks in the Chinese restaurant process

The Chinese restaurant process is a basic sequential construction of consistent random partitions. We consider random point measures describing the composition of small blocks in such partitions and show that their scaling limit is given by the projective limit of certain inhomogeneous Poisson measures on cones of increasing dimension. This result makes it possible to derive classical and functional limit theorems in the Skorokhod topology for various characteristics of the Chinese restaurant process.

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Publication Details

Journal
Stochastic Processes and their Applications
Published
2025-10-15
DOI
https://doi.org/10.1016/j.spa.2025.104793
Citations
1
Primary Topic
Biochemical Analysis and Sensing Techniques
Type
article
Field-Weighted Citation Impact
1.12
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Scaling limit for small blocks in the Chinese restaurant process

Oleksii Galganov, Andrii Ilienko
1 citations
Stochastic Processes and their Applications
Biochemical Analysis and Sensing Techniques
1.12
article

Scaling limit for small blocks in the Chinese restaurant process

Oleksii Galganov, Andrii Ilienko
article en
1 citations

Abstract

The Chinese restaurant process is a basic sequential construction of consistent random partitions. We consider random point measures describing the composition of small blocks in such partitions and show that their scaling limit is given by the projective limit of certain inhomogeneous Poisson measures on cones of increasing dimension. This result makes it possible to derive classical and functional limit theorems in the Skorokhod topology for various characteristics of the Chinese restaurant process.

Stochastic Processes and their ApplicationsVol. 192
University of Bern (CH), National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (UA)
Openalex Percentile: Top 18%
Biochemical Analysis and Sensing Techniques
1.12
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