  In this article, we consider the estimation of the marginal distributions for
pairs of data are recorded, with unobserved order in each pair. New estimators
are proposed and their asymptotic properties are established, by proving a
Glivenko-Cantelli theorem and a functional central limit result. Results from a
simulation study are included and we illustrate the applicability of the method
on the homologous chromosomes data.
