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Description
  • Robust statistical methods are nowadays widely used when one has to deal with data that are affected by artifacts such that classical methods fail. Robust methods allow for certain deviations from a predefined statistical model. Although a lot of work has been devoted to the development of robust statistical methods, their development for compositional data is still at the beginning. One of the reasons was the lack of a regular and isometric transformation from the simplex, the sample space of compositions, to the Euclidean real space. The main task of this contribution is to provide a comprehensive view of robustness for compositional data.
  • Robust statistical methods are nowadays widely used when one has to deal with data that are affected by artifacts such that classical methods fail. Robust methods allow for certain deviations from a predefined statistical model. Although a lot of work has been devoted to the development of robust statistical methods, their development for compositional data is still at the beginning. One of the reasons was the lack of a regular and isometric transformation from the simplex, the sample space of compositions, to the Euclidean real space. The main task of this contribution is to provide a comprehensive view of robustness for compositional data. (en)
Title
  • Robust statistical analysis of compositional data
  • Robust statistical analysis of compositional data (en)
skos:prefLabel
  • Robust statistical analysis of compositional data
  • Robust statistical analysis of compositional data (en)
skos:notation
  • RIV/61989592:15310/11:10223752!RIV12-MSM-15310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6198959214)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
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http://linked.open...dnocenehoVysledku
  • 227306
http://linked.open...ai/riv/idVysledku
  • RIV/61989592:15310/11:10223752
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • compositional data, log-ratio transformations, robust methods (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [D79E4237F190]
http://linked.open...i/riv/mistoVydani
  • Chichester
http://linked.open...vEdiceCisloSvazku
  • Neuveden
http://linked.open...i/riv/nazevZdroje
  • Compositional Data Analysis: Theory and Applications
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Hron, Karel
  • Filzmoser, Peter
http://linked.open...n/vavai/riv/zamer
number of pages
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  • Wiley & Sons Ltd.
https://schema.org/isbn
  • 978-0-470-71135-4
http://localhost/t...ganizacniJednotka
  • 15310
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