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Normal approximation and fourth moment theorems for monochromatic triangles
Random Structures and Algorithms ( IF 1 ) Pub Date : 2021-05-17 , DOI: 10.1002/rsa.21017
Bhaswar B. Bhattacharya 1 , Xiao Fang 2 , Han Yan 2
Affiliation  

Given a graph sequence urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0001 denote by T3(Gn) the number of monochromatic triangles in a uniformly random coloring of the vertices of Gn with urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0002 colors. In this paper we prove a central limit theorem (CLT) for T3(Gn) 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 urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0003. We also show that the convergence of the fourth moment is necessary to obtain a Gaussian limit for any urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0004, which, together with the above result, implies that the fourth-moment condition characterizes the limiting normal distribution of T3(Gn), whenever urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0005. 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].

中文翻译:

单色三角形的正态近似和四阶矩定理

给定图序列urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0001由分别表示Ť 3g ^ Ñ)单色三角形中的顶点的均匀随机着色数量ģ Ñurn:x-wiley:rsa:media:rsa21017:rsa21017-math-0002颜色。在本文中,我们使用马丁格尔 CLT 的定量版本证明了具有明确错误率的T 3 ( G n )的中心极限定理 (CLT) 。然后我们将这个误差项与众所周知的第四时刻现象联系起来,有趣的是,只有当颜色数量满足 时才成立urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0003。我们还表明,四阶矩的收敛对于获得任何高斯极限是必要的。urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0004,这与上述结果一起,意味着四矩条件刻画了T 3 ( G n )的极限正态分布,无论何时urn:x-wiley:rsa:media:rsa21017:rsa21017-math-0005。最后,为了说明我们方法的前景,我们包含了单色边缘数量的 CLT 的替代证明,它为 [7] 中获得的结果提供了定量率。
更新日期:2021-05-17
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