Statistical Tools for Nonlinear Regression

Statistical Tools for Nonlinear Regression
Author :
Publisher : Springer Science & Business Media
Total Pages : 161
Release :
ISBN-10 : 9781475725230
ISBN-13 : 147572523X
Rating : 4/5 (23X Downloads)

Book Synopsis Statistical Tools for Nonlinear Regression by : Sylvie Huet

Download or read book Statistical Tools for Nonlinear Regression written by Sylvie Huet and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Tools for Nonlinear Regression presents methods for analyzing data. It has been expanded to include binomial, multinomial and Poisson non-linear models. The examples are analyzed with the free software nls2 updated to deal with the new models included in the second edition. The nls2 package is implemented in S-PLUS and R. Several additional tools are included in the package for calculating confidence regions for functions of parameters or calibration intervals, using classical methodology or bootstrap.


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Provides a presentation of the theoretical, practical, and computational aspects of nonlinear regression. There is background material on linear regression, inc