English

Scaling limits of discrete copulas are bridged Brownian sheets

Probability 2016-01-14 v1 Combinatorics

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,babn)y_n(\frac{a}{n},\frac{b}{n}) = \frac{1}{n} ( X_{a,b} - \frac{ab}{n} ); define yn:[0,1]2Ry_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.

Keywords

Cite

@article{arxiv.1601.03321,
  title  = {Scaling limits of discrete copulas are bridged Brownian sheets},
  author = {Juliana Freire and Nicolau C. Saldanha and Carlos Tomei},
  journal= {arXiv preprint arXiv:1601.03321},
  year   = {2016}
}

Comments

29 pages, 5 figures