Special Issue of Computational Statistics and Data Analysis
Matrix Computations and Statistics II
http://www.elsevier.nl/locate/csda
A number of interesting and important ideas have resulted from the
relationship between matrix computations and statistics. Well known
examples include the solution of least squares problems, computation
of the singular value decomposition and its generalizations,
estimation of principal components, computation of canonical
correlations, several cluster analysis algorithms, and the solution of
total least squares problems.
A previous special issue on this area featured papers on
multidimensional scaling, an application to web search engines, an
algorithm for seemingly unrelated regression models, an error
measurement model for motion analysis, and a survey on alternating
least squares problems. These papers left the impression that the
overlap between matrix computations and statistics is a fertile area
of research.
Thus we propose a second special issue on matrix computations and
statistics. The editors would like to receive papers on any of the
topics listed above and also topics such as latent semantic indexing,
structured total least squares, cluster analysis, complete orthogonal
decompositions, data compression, linear discriminant analysis,
dimension reduction/feature extraction, and applications of
statistical matrix computing to other scientific disciplines.
The editors for this special issue will be
Jesse L. Barlow
Department of Computer Science
and Engineering
The Pennsylvania State University
University Park, PA 16802-6106
e-mail: [log in to unmask]
Patrick J.F. Groenen
Econometric Institute
Erasmus University Rotterdam
Room H11.23
P.O. Box 1738
3000 DR Rotterdam, The Netherlands
e-mail: [log in to unmask]
Haesun Park
4-192 EE/CS
Department of Computer Science
and Engineering
University of Minnesota
Minneapolis, MN 55455
e-mail: [log in to unmask]
Hongyuan Zha
Department of Computer Science
and Engineering
The Pennsylvania State University
University Park, PA 16802-6106
[log in to unmask]
The deadline for submission to this special issue is June 1, 2003.
Manuscripts submitted to this special issue will be refereed according
to standard procedures for Computational Statistics and Data Analysis.
--
Erricos John Kontoghiorghes CSDA Journal
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URL: http://iiun.unine.ch/matrix/ http://www.elsevier.nl/locate/csda
Tel: +41 32 718 27 38 Fax: +41 32 718 27 01
Institut d'informatique, Universite de Neuchatel,
Rue Emile-Argand 11, CP2, CH-2007 Neuchatel, Switzerland
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