Statistical Analysis for High-Dimensional Data

Language: English

Published by Springer International Publishing Feb 2016, 2016

3319270974 / 9783319270975

Series: Book 11 of 15 - Abel Symposia

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book features research contributions fromThe Abel Symposium on Statistical Analysis for High Dimensional Data, held inNyvågar, Lofoten, Norway, in May 2014.The focus of the symposium was on statisticaland machine learning methodologies specifically developed for inference in 'bigdata' situations, with particular reference to genomic applications. Thecontributors, who are among the most prominent researchers on the theory ofstatistics for high dimensional inference, present new theories and methods, aswell as challenging applications and computational solutions. Specific themesinclude, among others, variable selection and screening, penalised regressionsparsity, thresholding, low dimensional structures, computational challengesnon-convex situations, learning graphical models, sparse covariance andprecision matrices, semi- and non-parametric formulations, multiple testingclassification, factor models, clustering, and preselection.Highlighting cutting-edge researchand casting light on future research directions, the contributions will benefitgraduate students and researchers in computational biology, statistics and themachine learning community. 320 pp. Englisch.

Seller Inventory # 9783319270975

Title
Statistical Analysis for High-Dimensional Data
Author
Arnoldo Frigessi
Publisher
Springer International Publishing Feb 2016
Publication year
2016
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319270974
ISBN 13
9783319270975
Item weight
647 grams
Dimensions
241x160x23 mm
Series
Book 11 of 15: Abel Symposia

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.18US$ 26.18
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BuchWeltWeit Ludwig Meier e.K.

Germany