English

A new family of one dimensional martingale couplings

Probability 2019-03-08 v2

Abstract

In this paper, we exhibit a new family of martingale couplings between two one-dimensional probability measures μ\mu and ν\nu in the convex order. This family is parametrised by two dimensional probability measures on the unit square with respective marginal densities proportional to the positive and negative parts of the difference between the quantile functions of μ\mu and ν\nu. It contains the inverse transform martingale coupling which is explicit in terms of the associated cumulative distribution functions. The integral of xy\vert x-y\vert with respect to each of these couplings is smaller than twice the W1W_1 distance between μ\mu and ν\nu. When μ\mu and ν\nu are in the decreasing (resp. increasing) convex order, the construction is generalised to exhibit super (resp. sub) martingale couplings.

Keywords

Cite

@article{arxiv.1808.01390,
  title  = {A new family of one dimensional martingale couplings},
  author = {Benjamin Jourdain and William Margheriti},
  journal= {arXiv preprint arXiv:1808.01390},
  year   = {2019}
}