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The Fréchet transform.

Mikusiński, Piotr, Phillips, Morgan, Sherwood, Howard, Taylor, Michael D. (1993)

International Journal of Mathematics and Mathematical Sciences

Two dimensional probabilities with a given conditional structure

Josef Štěpán, Daniel Hlubinka (1999)

Kybernetika

A properly measurable set 𝒫 X × M 1 ( Y ) (where X , Y are Polish spaces and M 1 ( Y ) is the space of Borel probability measures on Y ) is considered. Given a probability distribution λ M 1 ( X ) the paper treats the problem of the existence of X × Y -valued random vector ( ξ , η ) for which ( ξ ) = λ and ( η | ξ = x ) 𝒫 x λ -almost surely that possesses moreover some other properties such as “ ( ξ , η ) has the maximal possible support” or “ ( η | ξ = x ) ’s are extremal...

Uniqueness and approximate computation of optimal incomplete transportation plans

P. C. Álvarez-Esteban, E. del Barrio, J. A. Cuesta-Albertos, C. Matrán (2011)

Annales de l'I.H.P. Probabilités et statistiques

For α∈(0, 1) an α-trimming, P∗, of a probability P is a new probability obtained by re-weighting the probability of any Borel set, B, according to a positive weight function, f≤1/(1−α), in the way P∗(B)=∫Bf(x)P(dx). If P, Q are probability measures on euclidean space, we consider the problem of obtaining the best L2-Wasserstein approximation between: (a) a fixed probability and trimmed versions of the other; (b) trimmed versions of both probabilities. These best trimmed approximations naturally...

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