Compositional tables analysis with application to manufacturing

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F14%3A33153545" target="_blank" >RIV/61989592:15310/14:33153545 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Compositional tables analysis with application to manufacturing
Original language description
Compositional tables as a special case of compositional data and continuous counterpart of contingency tables carry relative information about relationship between row and column factors. Consequently, cells of a compositional table contain quantitatively expressed relative contributions on a whole, thus for their statistical analysis only ratios between cells are informative. The standard Euclidean geometry is not appropriate for this purpose and should be replaced by the Aitchison geometry on the simplex that fully accounts for specific features of compositional tables. Moreover, the Aitchison geometry enables to decompose the compositional table into its independent and interactive parts; in particular, the latter one is crucial for further investigation of the relationship between row and column factors. Furthermore, by assigning orthonormal coordinates to decomposition of compositional tables, standard methods for their statistical processing can be applied. The aim of the contrib
Czech name
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Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Mathematical Methods in Economics MME 2014 Conference Proceedings
ISBN
978-80-244-4209-9
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
197-202
Publisher name
Vydavatelství Univerzity Palackého v Olomouci
Place of publication
Olomouc
Event location
Olomouc
Event date
Sep 10, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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