A fourth‐moment phenomenon for asymptotic normality of monochromatic subgraphs

Pub Date : 2022-05-09 DOI:10.1002/rsa.21166
Sayan Das, Z. Himwich, Nitya Mani
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Abstract

Given a graph sequence {Gn}n≥1$$ {\left\{{G}_n\right\}}_{n\ge 1} $$ and a simple connected subgraph H$$ H $$ , we denote by T(H,Gn)$$ T\left(H,{G}_n\right) $$ the number of monochromatic copies of H$$ H $$ in a uniformly random vertex coloring of Gn$$ {G}_n $$ with c≥2$$ c\ge 2 $$ colors. We prove a central limit theorem for T(H,Gn)$$ T\left(H,{G}_n\right) $$ (we denote the appropriately centered and rescaled statistic as Z(H,Gn)$$ Z\left(H,{G}_n\right) $$ ) with explicit error rates. The error rates arise from graph counts of collections formed by joining copies of H$$ H $$ which we call good joins. Good joins are closely related to the fourth moment of Z(H,Gn)$$ Z\left(H,{G}_n\right) $$ , which allows us to show a fourth moment phenomenon for the central limit theorem. For c≥30$$ c\ge 30 $$ , we show that Z(H,Gn)$$ Z\left(H,{G}_n\right) $$ converges in distribution to 𝒩(0,1) whenever its fourth moment converges to 3. We show the convergence of the fourth moment is necessary to obtain a normal limit when c≥2$$ c\ge 2 $$ .
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单色子图渐近正态性的一个四矩现象
给定图序列{Gnn}≥1 $$ {\left\{{G}_n\right\}}_{n\ge 1} $$和简单连通子图H $$ H $$,我们用T(H,Gn) $$ T\left(H,{G}_n\right) $$表示在Gn $$ {G}_n $$的c≥2个$$ c\ge 2 $$颜色的均匀随机顶点着色中H $$ H $$的单色副本数。我们用显式错误率证明了T(H,Gn) $$ T\left(H,{G}_n\right) $$的中心极限定理(我们将适当居中并重新缩放的统计量表示为Z(H,Gn) $$ Z\left(H,{G}_n\right) $$)。错误率来自于通过连接H $$ H $$副本形成的集合的图计数,我们称之为良好的连接。良好的连接与Z(H,Gn) $$ Z\left(H,{G}_n\right) $$的第四矩密切相关,这使我们能够展示中心极限定理的第四矩现象。对于c≥30 $$ c\ge 30 $$,我们证明当Z(H,Gn) $$ Z\left(H,{G}_n\right) $$的第四阶矩收敛于3时,它的分布收敛于(0,1)。我们证明了当c≥2 $$ c\ge 2 $$时,第四矩的收敛性对于得到一个正规极限是必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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