Nonlinear Regression with R

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Ritz, Christian (Επιμελητής έκδοσης), Streibig, Jens Carl (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2008.
• Σειρά: Use R
• Θέματα: 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...

Πίνακας περιεχομένων:

• Getting Started
• Starting Values and Self-starters
• More on nls()
• Model Diagnostics
• Remedies for Model Violations
• Uncertainty, Hypothesis Testing, and Model Selection
• Grouped Data.