Journal of the Japan Statistical Society, Japanese Issue
Online ISSN : 2189-1478
Print ISSN : 0389-5602
ISSN-L : 0389-5602
Special Topic: The JSS Ogawa Prize Lecture
Introducing Results Associated with Poisson Approximations for the Ewens Sampling Formula with Large Parameters
Koji Tsukuda
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2023 Volume 53 Issue 1 Pages 205-225

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Abstract

From the viewpoint of Poisson approximations, we introduce properties of the Ewens sam pling formula based on the paper Tsukuda (2019, The Annals of Applied Probability 29, no. 2, 1188–1232). The Ewens sampling formula is a basic distribution of random partitions, and has two parameters n ∈ ℕ and θ > 0. In this paper, considering a n-dimensional random variable Cn = (C1n, ..., Cnn) following the Ewens sampling formula, we focus on asymptotic properties of its b-dimensional marginal Cbn = (C1n, ..., Cbn) (b = 1, 2, ...) and the sum Kn = ∑i=1nCin when two parameters simultaneously increase.

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