Local Distortion andμ-Mass of the Cells of One Dimensional Asymptotically Optimal Quantizers
Sylvain Delattre, Jean‐Claude Fort, Gilles Pagès · Communication in Statistics- Theory and Methods · 2004
We consider one dimensional probability distributions μ having a continuous and positive probability density function. We find the asymptotic of the size and the mass of the Voronoi cells and we prove that the local distortion associated with stationary or optimal quantizers is asymptotically uniform. Numerical simulations and computations illustrate the theoretical results and lead to the design of some good-fit test for the stationary equilibria.