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Stability of Cramer's Characterization of Normal Laws in Information Distances

Probability 2015-12-14 v1

Abstract

Optimal stability estimates in the class of regularized distributions are derived for the characterization of normal laws in Cramer's theorem with respect to relative entropy and Fisher information distance.

Keywords

Cite

@article{arxiv.1512.03571,
  title  = {Stability of Cramer's Characterization of Normal Laws in Information Distances},
  author = {S. G. Bobkov and G. P. Chistyakov and F. Götze},
  journal= {arXiv preprint arXiv:1512.03571},
  year   = {2015}
}