Nonlinear Regression with R

Name: Nonlinear Regression with R
Brand: Springer-Verlag New York Inc.
SKU: 9780387096155
Price: 1987 CZK
Availability: InStock

Autor: Christian Ritz, Jens C. Streibig

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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R is a rapidly evolving lingua franca of graphical display and statistical analysis of experiments f...

Informace o knize

Autor

Christian Ritz, Jens C. Streibig

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2008

Stránek

148

EAN

9780387096155

ISBN

0387096159

Enbook ID

01380804

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

240

Rozměry

156 x 234 x 8

Kompletní popis

R is a rapidly evolving lingua franca of graphical display and statistical analysis of experiments from the applied sciences. Currently, R offers a wide range of functionality for nonlinear regression analysis, but the relevant functions, packages and documentation are scattered across the R environment. This book provides a coherent and unified treatment of nonlinear regression with R by means of examples from a diversity of applied sciences such as biology, chemistry, engineering, medicine and toxicology. R. Subsequent chapters explain the salient features of the main fitting function nls (), the use of model diagnostics, how to deal with various model departures, and carry out hypothesis testing. In the final chapter grouped-data structures, including an example of a nonlinear mixed-effects regression model, are considered.

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