Nonlinear Regression with R (Use R!) by Christian Ritz [Paperback]

Description: 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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Location: Matraville, NSW

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Restocking Fee: No

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EAN: 9780387096155

UPC: 9780387096155

ISBN: 9780387096155

MPN: N/A

Item Height: 1.3 cm

Number of Pages: Xii, 148 Pages

Language: English

Publication Name: Nonlinear Regression with R

Publisher: Springer New York

Subject: Programming Languages / General, Probability & Statistics / General, Intelligence (Ai) & Semantics, Probability & Statistics / Regression Analysis, Pharmacology, Mathematical Analysis

Publication Year: 2008

Type: Textbook

Item Weight: 16 Oz

Author: Jens C. Streibig, Christian Ritz, Jens Carl Streibig

Subject Area: Mathematics, Computers, Medical

Item Length: 9.3 in

Item Width: 6.1 in

Series: Use R! Ser.

Format: Trade Paperback