  We consider estimation of the structural distribution function of the cell
probabilities of a multinomial sample in situations where the number of cells
is large. We review the performance of the natural estimator, an estimator
based on grouping the cells and a kernel type estimator. Inconsistency of the
natural estimator and weak consistency of the other two estimators is derived
by Poissonization and other, new, technical devices.
