Statistical Analysis for High-Dimensional Data

Language: English

Published by Springer, Springer International Publishing Mär 2018, 2018

3319800736 / 9783319800738

Series: Book 11 of 15 - Abel Symposia

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This item is printed on demand - Print on Demand Titel. 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 ¿bigdatä 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 320 pp. Englisch.

Seller Inventory # 9783319800738

Title
Statistical Analysis for High-Dimensional Data
Author
Arnoldo Frigessi
Publisher
Springer, Springer International Publishing Mär 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319800736
ISBN 13
9783319800738
Item weight
487 grams
Dimensions
235x155x18 mm
Series
Book 11 of 15: Abel Symposia

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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