Code: 07062595

Statistical Model for Categorical Data

Name: Statistical Model for Categorical Data
Brand: Scholars' Press
SKU: 07062595
Price: 53.48 EUR
Availability: InStock
Author: Ayad M. Ramadan
ISBN: 9783639712322

by Ayad M. Ramadan, Henning Laeuter

Language: English
Binding: Paperback
Number of pages: 116
Publisher: Scholars' Press, 2014
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Book synopsis

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.