Statistics for High-Dimensional Data: Methods, Theory and Applications

This valuable compendium of statistical methods features a unique combination of methodology, theory, algorithms and applications. It...
Dhs. 1,119.17 AED
Dhs. 1,119.17 AED
SKU: 9783642201912
Product Type: Books
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Author: Peter Bühlmann
Format: Hardcover
Language: English
Subtotal: Dhs. 1,119.17
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Statistics for High-Dimensional Data: Methods, Theory and Applications by Bühlmann, Peter

Statistics for High-Dimensional Data: Methods, Theory and Applications

Dhs. 1,119.17

Statistics for High-Dimensional Data: Methods, Theory and Applications

Dhs. 1,119.17
Author: Peter Bühlmann
Format: Hardcover
Language: English

This valuable compendium of statistical methods features a unique combination of methodology, theory, algorithms and applications. It covers recently developed approaches to handling large and complex data sets, including the Lasso and boosting methods.



Author: Peter Bühlmann, Sara Van de Geer
Publisher: Springer
Published: 06/08/2011
Pages: 558
Binding Type: Hardcover
Weight: 2.00lbs
Size: 9.10h x 6.30w x 1.30d
ISBN: 9783642201912

About the Author

Peter Bühlmann is Professor of Statistics at ETH Zürich. His main research areas are high-dimensional statistical inference, machine learning, graphical modeling, nonparametric methods, and statistical modeling in the life sciences. He is currently editor of the Annals of Statistics. He was awarded a Medallion lecture by the Institute of Mathematical Statistics in 2009 and read a paper to the Royal Statistical Society in 2010.

Sara van de Geer has been a full professor at the ETH in Zürich since 2005. Her main areas of research are empirical process theory, statistical learning theory, and nonparametric and high-dimensional statistics. She is an associate editor of Probability Theory and Related Fields, The Scandinavian Journal of Statistics and Statistical Surveys and a member of the Swiss National Science Foundation and correspondent of the Dutch Royal Academy of Sciences.
She received the IMS medal in 2003 and the ISI award in 2005, and was an invited speaker at the International Conference of Mathematicians in 2010.


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