Téléchargez le livre : Robust Nonlinear Regression

Robust Nonlinear Regression

with Applications using R de

, ,

Éditeur :

Wiley


Paru le : 2018-06-11

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Description

The first book to discuss robust aspects of nonlinear regression—with applications using R software
Robust Nonlinear Regression: with Applications using R covers a variety of theories and applications of nonlinear robust regression. It discusses both parts of the classic and robust aspects of nonlinear regression and focuses on outlier effects. It develops new methods in robust nonlinear regression and implements a set of objects and functions in S-language under SPLUS and R software. The software covers a wide range of robust nonlinear fitting and inferences, and is designed to provide facilities for computer users to define their own nonlinear models as an object, and fit models using classic and robust methods as well as detect outliers. The implemented objects and functions can be applied by practitioners as well as researchers. 
The book offers comprehensive coverage of the subject in 9 chapters: Theories of Nonlinear Regression and Inference; Introduction to R; Optimization; Theories of Robust Nonlinear Methods; Robust and Classical Nonlinear Regression with Autocorrelated and Heteroscedastic errors; Outlier Detection; R Packages in Nonlinear Regression; A New R Package in Robust Nonlinear Regression; and Object Sets. The first comprehensive coverage of this field covers a variety of both theoretical and applied topics surrounding robust nonlinear regression Addresses some commonly mishandled aspects of modeling R packages for both classical and robust nonlinear regression are presented in detail in the book and on an accompanying website Robust Nonlinear Regression: with Applications using R is an ideal text for statisticians, biostatisticians, and statistical consultants, as well as advanced level students of statistics. 
Pages
264 pages
Collection
n.c
Parution
2018-06-11
Marque
Wiley
EAN papier
9781118738061
EAN PDF
9781119010456
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
264
Taille du fichier
4444 Ko
Prix
86,46 €
EAN EPUB
9781119010449
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
264
Taille du fichier
8970 Ko
Prix
86,46 €

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