P. Doukhan et F. Gamboa, SUPERRESOLUTION RATES IN PROKHOROV METRIC, Comptes rendus de l'Academie des sciences. Serie 1, Mathematique, 318(12), 1994, pp. 1143-1148
Consider the problem of recovering a probability measure supported by
the compact set [0, 1], when the available measurements concern only s
ome of its PHI-moments (PHI being an R(k) valued continuous function o
n [0, 1]). When the true PHI-moment c lies on the boundary of the conv
ex hull of PHI ([0, 1]), generalizing the results of [3], we construct
a small Lebesgue measure set R(alpha, delta, (epsilon)) such that any
probability measure A satisfying parallel-to integral[0, 1] PHI (x) d
mu (x) - c parallel-to epsilon is almost concentrated on R(alpha, delt
a (epsilon). When PHI is assumed to be a punctual T-system, the descri
ption of R(alpha, delta (epsilon) allows the evaluation of the Prokhor
ov radius of the set {mu : parallel-to integral[0, 1] PI (x) dmu (x) -
c parallel-to less-than-or-equal-to epsilon}.