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Academic paper

Mod-phi convergence for random variables with cyclotomic generating functions

Authors: Christoph Th\"ale and Philipp TuchelPublished: 2026-08-14Paper ID: 2608.14143Category: math.PRLicense: CC BY 4.0

Abstract

We consider a sequence of discrete random variables whose generating functions are polynomials only having roots on the unit circle in the complex plane. For such sequences we prove, under mild assumptions, mod-$\phi$ convergence with explicit rate and limiting function. This allows us to recover, in a unified way, classical central limit theorems as well as finer asymptotic expansions. The general theory is applied to random permutations and random partitions.

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