Disintegration theorem for multifunctions, with applications to empirical Wasserstein distances and average-case statistical bounds

James Allen Fill, Lachlan Ewen MacDonald

We prove a generalisation of the disintegration theorem to the setting of multifunctions between Polish probability spaces. Whereas the classical disintegration theorem guarantees…