Scaling limits of discrete copulas are bridged Brownian sheets

preprint2016arXivOpen access

Abstract

For large nn, take a random n×nn \times n permutation matrix and its associated discrete copula XnX_n. For a,b=0,1,…,na, b = 0, 1, \ldots, n, let yn(an,bn)=1n(Xa,b−abn)y_n(\frac{a}{n},\frac{b}{n}) = \frac{1}{n} ( X_{a,b} - \frac{ab}{n} ); define yn:[0,1]2→Ry_n: [0,1]^2 \to R by interpolating quadratically on squares of side 1n\frac{1}{n}. We prove a Donsker type central limit theorem: nyn\sqrt{n} y_n approaches a bridged Brownian sheet on the unit square.

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