A note on proximity of distributions in terms of coinciding moments

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摘要

A bound on the absolute difference between two distributions, based on entropy, is introduced. Such a bound can be made as precise as desired, according to the number of common moments assumed. The approximating distribution is obtained by maximizing the entropy constrained by moments.

论文关键词:Hankel matrix,Levy and Zolotarev distance,Maximum entropy,Moments,Proximity of distributions

论文评审过程:Available online 22 January 2003.

论文官网地址:https://doi.org/10.1016/S0096-3003(02)00477-0