Statistical Model for Categorical Data

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Multidimensional Scaling Method for Categorical Data

ISBN: 3639712323
ISBN 13: 9783639712322
Autor: Ramadan, Ayad M/Laeuter, Henning
Verlag: Scholars‘ Press
Umfang: 116 S.
Erscheinungsdatum: 05.04.2014
Auflage: 1/2014
Format: 0.8 x 22 x 15
Gewicht: 191 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 6437780 Kategorie:

Beschreibung

Often data sets contain categorical data, e.g., levels of factors or names. There does not exist any ordering or any distance between these categories. At each level there are measured some metric or categorical values. We introduce a new method of scaling based on statistical decisions. For this we define empirical probabilities for the original observations and find a class of distributions in a metric space where these empirical probabilities can be found as approximations for equivalently defined probabilities.

Autorenporträt

Ayad M. Ramadan was born in Kirkuk-Iraq 1972, obtained his Bsc. in Mathematics at the University of Mosul 1995, and the Msc. in Operations research at Al-Mustansiriyah University-Baghdad 1998. The PhD. at Potsdam University-Germany 2010. Research interesting: Operations Research, Optimization Theory, Statistics.

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