Téléchargez le livre : Smoothing and Regression

Smoothing and Regression

Approaches, Computation, and Application

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Éditeur :

Wiley


Collection :

Wiley Series in Probability and Statistics

Paru le : 2013-05-29



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Description
A comprehensive introduction to a wide variety of univariate and multivariate smoothing techniques for regression

Smoothing and Regression: Approaches, Computation, and Application bridges the many gaps that exist among competing univariate and multivariate smoothing techniques. It introduces, describes, and in some cases compares a large number of the latest and most advanced techniques for regression modeling. Unlike many other volumes on this topic, which are highly technical and specialized, this book discusses all methods in light of both computational efficiency and their applicability for real data analysis.

Using examples of applications from the biosciences, environmental sciences, engineering, and economics, as well as medical research and marketing, this volume addresses the theory, computation, and application of each approach. A number of the techniques discussed, such as smoothing under shape restrictions or of dependent data, are presented for the first time in book form. Special features of this book include:
* Comprehensive coverage of smoothing and regression with software hints and applications from a wide variety of disciplines
* A unified, easy-to-follow format
* Contributions from more than 25 leading researchers from around the world
* More than 150 illustrations also covering new graphical techniques important for exploratory data analysis and visualization of high-dimensional problems
* Extensive end-of-chapter references

For professionals and aspiring professionals in statistics, applied mathematics, computer science, and econometrics, as well as for researchers in the applied and social sciences, Smoothing and Regression is a unique and important new resource destined to become one the most frequently consulted references in the field.
Pages
640 pages
Collection
Wiley Series in Probability and Statistics
Parution
2013-05-29
Marque
Wiley
EAN papier
9780471179467
EAN PDF
9781118150641
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
640
Taille du fichier
30986 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
189,85 €
EAN EPUB
9781118763308
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
640
Taille du fichier
17930 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
189,85 €

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