Compositional tables analysis with application to manufacturing

Kód výsledku v 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>

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

Compositional tables analysis with application to manufacturing

Popis výsledku v původním jazyce

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

Název v anglickém jazyce

Compositional tables analysis with application to manufacturing

Popis výsledku anglicky

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

Druh

D - Stať ve sborníku

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Mathematical Methods in Economics MME 2014 Conference Proceedings

ISBN

978-80-244-4209-9

ISSN

—

e-ISSN

—

Počet stran výsledku

6

Strana od-do

197-202

Název nakladatele

Vydavatelství Univerzity Palackého v Olomouci

Místo vydání

Olomouc

Místo konání akce

Olomouc

Datum konání akce

10. 9. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—