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ALLSTAT  March 2012

ALLSTAT March 2012

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Subject:

CSDA Special Issue on MODEL SELECTION AND HIGH DIMENSIONAL DATA REDUCTION

From:

Erricos Kontoghiorghes <[log in to unmask]>

Reply-To:

Erricos Kontoghiorghes <[log in to unmask]>

Date:

Thu, 22 Mar 2012 06:15:22 +0200

Content-Type:

text/plain

Parts/Attachments:

Parts/Attachments

text/plain (60 lines)

COMPUTATIONAL STATISTICS & DATA ANALYSIS
Special Issue on
MODEL SELECTION AND HIGH DIMENSIONAL DATA REDUCTION
http://www.elsevier.com/locate/csda

http://www.compstat2012.org/SpecialIssues/ModelSelection.pdf

We are inviting submissions for a special issue of Computational
Statistics and Data Analysis focusing on Model Selection and High
Dimensional Data Reduction.

Nowadays we are often confronted with data sets containing many
variables, in some cases the number of variables exceeds the sample
size. Modeling such data, and in particular high-dimensional data,
poses many challenges, often involving complex data structures.
Specifically, a range of different models with varying complexity can
be considered and a model that is optimal in some sense needs to be
selected from a set of candidate models.  This special issue will
focus on computationally efficient model selection strategies,
methodology and applications concerning the analysis of complex data
sets related to model selection or to high dimensional data reduction.

The papers submitted to the special issue must have a computational
statistics or data analytic component in order to be considered for
publication. All submissions must contain original unpublished work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 deadline for submissions is *30th January 2012*. 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 "Model
Selection and High Dimensional Data Reduction" and the Co-Editor
responsible for the special issues.

The special issue editors:

S. Ejaz Ahmed, University of Windsor, Canada
E-mail: [log in to unmask]

Gerda Claeskens, K.U.Leuven, Belgium
E-mail: [log in to unmask]

Hidetoshi Shimodaira, Tokyo Institute of Technology, Japan
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

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