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Nonlinear Regression with R

Language EnglishEnglish
Book Paperback
Book Nonlinear Regression with R Christian Ritz
Libristo code: 01380804
Publishers Springer-Verlag New York Inc., November 2008
R is a rapidly evolving lingua franca of graphical display and statistical analysis of experiments f... Full description
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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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About the book

Full name Nonlinear Regression with R
Author Christian Ritz, Jens C. Streibig
Language English
Binding Book - Paperback
Date of issue 2008
Number of pages 148
EAN 9780387096155
ISBN 0387096159
Libristo code 01380804
Publishers Springer-Verlag New York Inc.
Weight 240
Dimensions 156 x 234 x 8

Categories

Medicine & Nursing > Medicine: general issues > Public health & preventive medicine > Epidemiology & medical statistics
Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Medicine & Nursing > Medical specialties, branches of medicine > Pharmacology
Mathematics & Science > Mathematics > Probability & statistics
Technology, Engineering, Agriculture > Agriculture & farming > Forestry & silviculture: practice & techniques
Computing & Information Technology > Computer science > Artificial intelligence
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