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On the limiting distribution of the number of improper edges for random trees

Wennie W. J. Ma, Kathy Q. Ji

Source record

Source: arXiv

Published: Sep 22, 2026

arXiv: 2609.26045

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Source abstract

Improper edges were introduced by Shor to refine Cayley's formula for rooted labeled trees. Zeng established a connection between Shor's refinement and the Ramanujan polynomials. Let Tn\mathscr{T}_n denote the set of rooted labeled trees on [n]={1,,n}[n]=\{1,\ldots,n\}. We prove that the number of improper edges in a uniformly random tree in Tn\mathscr{T}_n is asymptotically normal as nn\to\infty, with mean and variance asymptotic to μnμn and σ2nσ^2 n, respectively, where μ=e2μ=e-2 and σ2=e23e+1σ^2=e^2-3e+1. This phenomenon was observed by Chen, and the proof presented here was developed through human--AI collaboration.

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On the limiting distribution of the number of improper edges for random trees — Mathematical Frontier Network