Nonlinear Regression with R

• Corporate Author: SpringerLink (Online service)
• Other Authors: Ritz, Christian (Editor), Streibig, Jens Carl (Editor)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2008.
• Series: Use R
• Subjects: Mathematics.; Pharmacology.; Epidemiology.; Forestry.; Probabilities.; Statistics.; Computational intelligence.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Pharmacology/Toxicology.; Computational Intelligence.

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 environ...

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.