Normal approximation and fourth moment theorems for monochromatic triangles

被引:3
作者
Bhattacharya, Bhaswar B. [1 ]
Fang, Xiao [2 ]
Yan, Han [2 ]
机构
[1] Univ Penn, Dept Stat, Philadelphia, PA 19104 USA
[2] Chinese Univ Hong Kong, Dept Stat, Hong Kong, Peoples R China
关键词
birthday problem; fourth‐ moment theorem; graph coloring; martingale central limit theorem; rates of convergence; CENTRAL-LIMIT-THEOREM; COLLISION; SUBGRAPHS; NUMBER;
D O I
10.1002/rsa.21017
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Given a graph sequence {Gn}n >= 1 denote by T-3(G(n)) the number of monochromatic triangles in a uniformly random coloring of the vertices of G(n) with c >= 2 colors. In this paper we prove a central limit theorem (CLT) for T-3(G(n)) with explicit error rates, using a quantitative version of the martingale CLT. We then relate this error term to the well-known fourth-moment phenomenon, which, interestingly, holds only when the number of colors satisfies c >= 5. We also show that the convergence of the fourth moment is necessary to obtain a Gaussian limit for any c >= 2, which, together with the above result, implies that the fourth-moment condition characterizes the limiting normal distribution of T-3(G(n)), whenever c >= 5. Finally, to illustrate the promise of our approach, we include an alternative proof of the CLT for the number of monochromatic edges, which provides quantitative rates for the results obtained in [7].
引用
收藏
页码:25 / 53
页数:29
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