High-Dimensional Regression Modeling: Methodology, Applications, and Software
Author:   Patrick Breheny (University of Iowa, Iowa City, USA) ,  Jian Huang (University of Iowa, Iowa City, USA)
Publisher:   Apple Academic Press Inc.
ISBN:  

9781482249972


Pages:   450
Publication Date:   22 February 2019
Format:   Hardback
Availability:   Not yet available   Availability explained
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High-Dimensional Regression Modeling: Methodology, Applications, and Software


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This book covers the methodology, applications, and software used in high-dimensional regression modeling. Data collected in many fields is high-dimensional in the sense that many characteristics, or features, are recorded for each observation. The collection of this kind of data is a relatively recent phenomenon, and it poses many challenges that traditional statistical methods have proven incapable of addressing. During the past decade, penalized regression models have become a widespread and important tool for analyzing these kinds of data sets.

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Author:   Patrick Breheny (University of Iowa, Iowa City, USA) ,  Jian Huang (University of Iowa, Iowa City, USA)
Publisher:   Apple Academic Press Inc.
Imprint:   Apple Academic Press Inc.
ISBN:  

9781482249972


ISBN 10:   1482249979
Pages:   450
Publication Date:   22 February 2019
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

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