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Statistical properties of the quantile normalization method for density curve alignment

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Publication:1950219
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DOI10.1016/j.mbs.2012.12.007OpenAlexW2033722331WikidataQ46196871 ScholiaQ46196871MaRDI QIDQ1950219

Elie Maza, Santiago Gallón, Jean-Michel Loubes

Publication date: 10 May 2013

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mbs.2012.12.007

zbMATH Keywords

order statisticsnormalizationWasserstein distancecurve registrationmicroarray data analysismanifold registrationstructural expectation


Mathematics Subject Classification ID

Statistics (62-XX)


Related Items

Pairwise dynamic time warping for event data, A robust algorithm for template curve estimation based on manifold embedding, Existence and consistency of Wasserstein barycenters, Fréchet means and Procrustes analysis in Wasserstein space, Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions, A parametric registration model for warped distributions with Wasserstein's distance, Inference for conditioned Galton-Watson trees from their Harris path, Distribution's template estimate with Wasserstein metrics


Uses Software

  • marrayClasses
  • marrayInput
  • marrayNorm
  • marrayPlots


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