Statistical Tools for Nonlinear Regression A Practical Guide With S-PLUS and R Examples /

• Κύριοι συγγραφείς: Huet, S. (Συγγραφέας), Bouvier, A. (Συγγραφέας), Poursat, M. -A (Συγγραφέας), Jolivet, E. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2004.
• Έκδοση: Second Edition.
• Σειρά: Springer Series in Statistics,
• Θέματα: Statistics.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.

Statistical Tools for Nonlinear Regression, (Second Edition), presents methods for analyzing data using parametric nonlinear regression models. The new edition has been expanded to include binomial, multinomial and Poisson non-linear models. Using examples from experiments in agronomy and biochemist...

Πίνακας περιεχομένων:

• Nonlinear Regression Model and Parameter Estimation
• Accuracy of Estimators, Confidence Intervals and Tests
• Variance Estimation
• Diagnostics of Model Misspecification
• Calibration and Prediction
• Binomial Nonlinear Models
• Multinomial and Poisson Nonlinear Models.