Nonlinear regression

• Main Author: Seber, G. A. F 1938- (George Arthur Frederick)
• Other Authors: Wild, C. J 1952- ((Christopher John))
• Format: Electronic Book
• Language: English
• Published: New York Wiley c1989
• Series: Wiley series in probability and mathematical statistics
• Subjects: Παλινδρόμηση (Στατιστική); Γραμμικά μοντέλα (Στατιστική); Εκτίμηση παραμέτρων; Μη γραμμικά συστήματα

Table of Contents:

• Model building
• Estimation methods
• Commonly encountered problems
• Measures of curvature and nonlinearity
• Statistical inference
• Autocorrelated errors
• Growth models
• Compartmental models
• Multiphase and spline regressions
• Errors-in-variables models
• Multiresponse nonlinear models
• Asymptotic theory
• Unconstrained optimization
• Computational methods for nonlinear least squares
• Software considerations
• Appendices
• References
• Author index
• Index