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Minimum local distance density estimation

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Publication:2980049
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DOI10.1080/03610926.2014.988260zbMath1367.62106arXiv1412.2851OpenAlexW246815971WikidataQ60431641 ScholiaQ60431641MaRDI QIDQ2980049

Luis Tenorio, Vikram V. Garg, Karen Willcox

Publication date: 27 April 2017

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1412.2851


zbMATH Keywords

order statisticsdensity estimationnearest-neighborminimum local distance


Mathematics Subject Classification ID

Density estimation (62G07) Order statistics; empirical distribution functions (62G30)




Cites Work

  • Unnamed Item
  • An optimal \(k\)-nearest neighbor for density estimation
  • Kernel density estimation via diffusion
  • Choice of neighbor order in nearest-neighbor classification
  • On optimal and data-based histograms
  • On the histogram as a density estimator:L 2 theory
  • Optimization of k nearest neighbor density estimates
  • Kernel density estimation for heavy-tailed distributions using the champernowne transformation
  • All of Nonparametric Statistics
  • On Estimation of a Probability Density Function and Mode




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