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Computational Geometry
Volume 39, Issue 1, January 2008, Pages 2-13
Special Issue on the Canadian Conference on Computational Geometry - CCCG 2004
 
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doi:10.1016/j.comgeo.2007.05.007    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2007 Elsevier B.V. All rights reserved.

Algorithms for bivariate zonoid depthstar, open

Harish Gopalaa and Pat MorinCorresponding Author Contact Information, a, E-mail The Corresponding Author

aSchool of Computer Science, Carleton University, 1125 Colonel By Drive, Ottawa, Canada K1S 5B6

Received 7 January 2005; 
revised 10 November 2006; 
accepted 7 May 2007. 
Communicated by P. Bose and T. Fevens. 
Available online 3 July 2007.

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Abstract

Zonoid depth is a definition of data depth proposed by Dyckerhoff et al. [R. Dyckerhoff, G. Koshevoy, K. Mosler, Zonoid data depth: Theory and computation, in: A. Prat (Ed.), COMPSTAT 1996—Proceedings in Computational Statistics, Physica-Verlag, Heidelberg, August 1996, pp. 235–240]. Efficient algorithms for solving several computational problems related to zonoid depth in 2-dimensional (bivariate) data sets are studied. These include algorithms for computing a zonoid depth map, computing a zonoid depth contour, and computing the zonoid depth of a point.

Keywords: Statistical data depth; Zonoids; Zonotopes


Computational Geometry
Volume 39, Issue 1, January 2008, Pages 2-13
Special Issue on the Canadian Conference on Computational Geometry - CCCG 2004
 
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