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Statistical Analysis for High-dimensional Data: The Abel Symposium 2014
By Sylvia Richardson (editor), Ingrid K. Glad (editor), Arnoldo Frigessi (editor), Mette Langaas (editor) and Peter B�hlmann (editor)
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Bibliographic Detail
Publisher Springer Verlag
Publication date February 17, 2016
Binding Hardcover
Book category Adult Non-Fiction
ISBN-13 9783319270975
ISBN-10 3319270974
Dimensions 0.75 by 6.25 by 9.25 in.
Weight 1.65 lbs.
Published in Europe
Original list price $169.00
Summaries and Reviews
Amazon.com description: Product Description:

This book features research contributions from The Abel Symposium on Statistical Analysis for High Dimensional Data, held in Nyvågar, Lofoten, Norway, in May 2014.

The focus of the symposium was on statistical and machine learning methodologies specifically developed for inference in “big data” situations, with particular reference to genomic applications. The contributors, who are among the most prominent researchers on the theory of statistics for high dimensional inference, present new theories and methods, as well as challenging applications and computational solutions. Specific themes include, among others, variable selection and screening, penalised regression, sparsity, thresholding, low dimensional structures, computational challenges, non-convex situations, learning graphical models, sparse covariance and precision matrices, semi- and non-parametric formulations, multiple testing, classification, factor models, clustering, and preselection.

Highlighting cutting-edge research and casting light on future research directions, the contributions will benefit graduate students and researchers in computational biology, statistics and the machine learning community.



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Hardcover
Book cover for 9783319270975
 
The price comparison is for this edition
With Ingrid K. Glad (other contributor), Peter Bhlmann (other contributor), Mette Langaas (other contributor), Arnoldo Frigessi (other contributor) | from Springer Verlag (February 17, 2016)
9783319270975 | details & prices | 6.25 × 9.25 × 0.75 in. | 1.65 lbs | List price $169.00
About: This book features research contributions from The Abel Symposium on Statistical Analysis for High Dimensional Data, held in Nyvågar, Lofoten, Norway, in May 2014.

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