Nonlinear Regression with R / Edition 1

Nonlinear Regression with R / Edition 1

ISBN-10:
0387096159
ISBN-13:
9780387096155
Pub. Date:
11/21/2008
Publisher:
Springer New York
ISBN-10:
0387096159
ISBN-13:
9780387096155
Pub. Date:
11/21/2008
Publisher:
Springer New York
Nonlinear Regression with R / Edition 1

Nonlinear Regression with R / Edition 1

Paperback

$89.99
Current price is , Original price is $89.99. You
$89.99 
  • SHIP THIS ITEM
    Qualifies for Free Shipping
  • PICK UP IN STORE
    Check Availability at Nearby Stores
  • SHIP THIS ITEM

    Temporarily Out of Stock Online

    Please check back later for updated availability.


Overview

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.


Product Details

ISBN-13: 9780387096155
Publisher: Springer New York
Publication date: 11/21/2008
Series: Use R!
Edition description: 2008
Pages: 148
Product dimensions: 5.90(w) x 9.10(h) x 0.40(d)

Table of Contents

Getting Started.- Starting Values and Self-starters.- More on nls().- Model Diagnostics.- Remedies for Model Violations.- Uncertainty, Hypothesis Testing, and Model Selection.- Grouped Data.
From the B&N Reads Blog

Customer Reviews