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Statistical Tools for Nonlinear Regression

A Practical Guide With S-PLUS and R Examples

Gebonden Engels 2003 2e druk 9780387400815
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9780387400815
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:234
Uitgever:Springer New York
Druk:2

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Inhoudsopgave

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.

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        Statistical Tools for Nonlinear Regression