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Normal approximation and fourth moment theorems for monochromatic triangles
Authors:Bhaswar B Bhattacharya  Xiao Fang  Han Yan
Abstract: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].
Keywords:birthday problem  fourth-moment theorem  graph coloring  martingale central limit theorem  rates of convergence
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