Statistical Analysis for High-Dimensional Data

The Abel Symposium 2014

Autor: Arnoldo Frigessi, Peter Bühlmann, Ingrid Glad, Mette Langaas, Sylvia Richardson, Marina Vannucci

Jazyk:

Vazba: Pevná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 dnů

3 426 Kč

This book features research contributions from The Abel Symposium on Statistical Analys...

Informace o knize

Autor

Arnoldo Frigessi, Peter Bühlmann, Ingrid Glad, Mette Langaas, Sylvia Richardson, Marina Vannucci

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2016

Stránek

306

EAN

9783319270975

ISBN

3319270974

Enbook ID

02832972

Vydavatel

Springer International Publishing AG

Hmotnost

6033

Rozměry

155 x 235 x 23

Kompletní popis

This book features research contributions from The Abel Symposium on Statistical Analysis for High Dimensional Data, held in Nyvĺgar, 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.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Statistical Analysis for High-Dimensional Data

The Abel Symposium 2014

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také