The quantization of the standard triadic Cantor distribution
Dynamical Systems
2019-11-22 v7
Abstract
The quantization scheme in probability theory deals with finding a best approximation of a given probability distribution by a probability distribution that is supported on finitely many points. For a given , let be a set of contractive similarity mappings such that for all , and let . Then, is a unique Borel probability measure on such that has support the Cantor set generated by the similarity mappings for . In this paper, for the probability measure , when , we investigate the optimal sets of -means and the th quantization errors for all . We further show that the quantization coefficient does not exist though the quantization dimension exists.
Cite
@article{arxiv.1809.07913,
title = {The quantization of the standard triadic Cantor distribution},
author = {Mrinal Kanti Roychowdhury},
journal= {arXiv preprint arXiv:1809.07913},
year = {2019}
}