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Selection of a metric for the nearest neighbor entropy estimators

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Publication:2259309
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DOI10.1007/S10958-014-2181-8zbMath1310.62011OpenAlexW2002499739MaRDI QIDQ2259309

Yanyan Li

Publication date: 3 March 2015

Published in: Journal of Mathematical Sciences (New York) (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10958-014-2181-8



Mathematics Subject Classification ID

Density estimation (62G07) Nonparametric estimation (62G05) Measures of information, entropy (94A17) Statistical aspects of information-theoretic topics (62B10)


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Cites Work

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  • Entropy estimators with almost sure convergence and an \(\mathcal O(n^{-1})\) variance
  • A diffusion limit for a class of randomly-growing binary trees
  • Entropy and prefixes
  • Bias of a nonparametric entropy estimator for Markov measures
  • Constrained Statistical Inference
  • Statistical estimation of measure invariants
  • Compression of individual sequences via variable-rate coding
  • Encyclopedia of Distances




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