Statistical tools for nonlinear regression
a practical guide with S-PLUS an R examples
- ISBN: 9780387400815
- Fecha de la edición: 2003
- Lugar de la edición: New York. Estados Unidos de Norteamérica
- Edición número: 2nd. ed
- Colección: Springer series in statistics
- Encuadernación: Cartoné
- Medidas: 24 cm
- Nº Pág.: 229
- Idiomas: Inglés
This book presents methods for analyzing data using parametric nonlinear regression models. Using examples from experiments in agronomy and biochemistry, it shows how to apply the methods. Aimed at scientists who are not familiar with statistical theory, it concentrates on presenting the methods in an intuitive way rather than developing the theoretical grounds. The book includes methods based on classical nonlinear regression theory and more modern methods such as the bootstrap that have proven effective in practice. The examples are analyzed with the software program nls2 implemented in S-PLUS.
Aut. Huet, S... [et al.]