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ALLSTAT  February 2011

ALLSTAT February 2011

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Subject:

CALL FOR PAPERS: Robust Analysis of Complex Data

From:

Stefan Van Aelst <[log in to unmask]>

Reply-To:

Stefan Van Aelst <[log in to unmask]>

Date:

Tue, 8 Feb 2011 15:08:20 +0100

Content-Type:

text/plain

Parts/Attachments:

Parts/Attachments

text/plain (68 lines)

CALL FOR PAPERS

COMPUTATIONAL STATISTICS&  DATA ANALYSIS
Special Issue on ROBUST ANALYSIS OF COMPLEX DATA

We are inviting submissions for a special issue of Computational Statistics
and Data Analysis focusing on Robust Analysis of Complex Data.

Nowadays we are often confronted with large data sets in high dimensions.
These new types of data have led to the emergence and use of complex models
such as graphical models, models for complex correlation structures and
models for functional data for instance. These complex structures pose many
challenges. Specifically, when many measurements on several variables are
recorded, it becomes more likely that not all of these measurements are
recorded with high accuracy. This may result in data of uneven quality that
contains gross errors and other anomalies that need to be taken into
account.
Therefore, there is a need for robust procedures that can reliably analyze
large data sets containing outliers and other data contamination. This
special
issue will focus mainly on computationally efficient, robust procedures to
analyze such complex data sets.

The papers submitted to the special issue must have a computational
statistics or data analytic component in order to be considered for
publication. Authors who are uncertain about the suitability of their
papers should contact the coordinating editor (Stefan Van Aelst) or
any of the other special issue editors. All submissions must contain
original unpublished work not being considered for publication elsewhere.
Submissions will be refereed according to standard procedures for
Computational Statistics&     Data Analysis. Information about the
journal can be found at http://www.elsevier.com/locate/csda.

The final deadline for submissions is May 31, 2011. However, papers can
be submitted at any time and when they have been received, they will
enter the editorial system immediately.

Papers for the special issue should be submitted directly to the
Elsevier Electronic Submission tool EES: http://ees.elsevier.com/csda
In EES please ensure that you select the special issue on Robust
Analysis of Complex Data and the Co-Editor (Erricos Kontoghiorghes)
responsible for the special issues.


The special issue editors:

Christophe Croux
Catholic University Leuven, Belgium
E-mail: [log in to unmask]

Elvezio Ronchetti
University of Geneva, Switzerland
E-mail: [log in to unmask]

Matias Salibian-Barrera
University of British Columbia, Canada
E-mail: [log in to unmask]

Stefan Van Aelst
Ghent University, Belgium
E-mail: [log in to unmask]

You may leave the list at any time by sending the command

SIGNOFF allstat

to [log in to unmask], leaving the subject line blank.

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