Evaluating moments of length of Pitman partition

preprint2022arXivOpen access

Abstract

The Pitman sampling formula has been intensively studied as a distribution of random partitions. One of the objects of interest is the length K(=Kn,θ,α)K (= K_{n,θ,α}) of a random partition that follows the Pitman sampling formula, where n∈Nn\in\mathbb{N}, α∈(0,∞)α\in(0,\infty) and θ>−αθ> -α are parameters. This paper presents asymptotic evaluations of its rr-th moment E[Kr]\mathsf{E}[K^r] (r=1,2,…r=1,2,\ldots) under two asymptotic regimes. In particular, the goals of this study are to provide a finer approximate evaluation of E[Kr]\mathsf{E}[K^r] as n→∞n\to\infty than has previously been developed and to provide an approximate evaluation of E[Kr]\mathsf{E}[K^r] as the parameters nn and θθ simultaneously tend to infinity with θ/n→0θ/n \to 0. The results presented in this paper will provide a more accurate understanding of the asymptotic behavior of KK.

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