Sylvie Huet,
Anne Bouvier,
Marie-Anne Poursat,
Emmanuel Jolivet
e.a.
Springer New York
2e druk, 2010
9781441923011
Statistical Tools for Nonlinear Regression
A Practical Guide With S-PLUS and R Examples
Specificaties
Paperback, 234 blz.
|
Engels
Springer New York |
2e druk, 2010
ISBN13: 9781441923011
Rubricering
Onderdeel van serie
Springer Series in Statistics
Levertijd ongeveer 8 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
ISBN13:9781441923011
Taal:Engels
Bindwijze:paperback
Aantal pagina's:234
Uitgever:Springer New York
Druk:2
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.