Structural Representation of Proximity Matrices with MATLAB by Lawrence J. Hubert
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Structural Representation of Proximity Matrices with MATLAB
By Lawrence J. Hubert

The Structural Representation of Proximity Matrices with MATLAB

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Structural Representation of Proximity Matrices with MATLAB by Lawrence J. Hubert

Book Description

The Structural Representation of Proximity Matrices with MATLAB presents and demonstrates the use of functions within a MATLAB computational environment, affecting various structural representations for the proximity information that is assumed to be available on a set of objects. The representations included in the book have been developed primarily in the behavioral sciences and applied statistical literature, although interest in these topics now extends more widely to such fields as bioinformatics and chemometrics. This book is divided into three main sections, each based on the general class of representations being discussed. Part I develops linear and circular unidimensional and multidimensional scaling using the city-block metric as the major representational device. Part II discusses characterizations based on various graph-theoretic tree structures, specifically those referred to as ultrametrics and additive trees. Part III uses representations defined solely by order properties, particularly emphasizing what are called (strongly) anti-Robinson forms.

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Book Details

ISBN: 9780898716078
ISBN-10: 0898716071
Format: Paperback
(228mm x 152mm x 12mm)
Pages: 184
Imprint: Society for Industrial & Applied Mathematics,U.S.
Publisher: Society for Industrial & Applied Mathematics,U.S.
Publish Date: 1-Mar-2006
Country of Publication: United States

Books By Author Lawrence J. Hubert

Combinatorial Data Analysis by Lawrence J. Hubert Combinatorial Data Analysis, Hardback (January 1987)

Combinatorial data analysis refers to methods for the study of data sets where the arrangement of objects is central.

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