Fitting models to biological data using linear and nonlinear regression : a practical guide to curve fitting /

Fitting data with nonlinear regression. 1. An example of nonlinear regression. 2. Preparing data for nonlinear regression. 3. Nonlinear regression choices. 4. The first five questions to ask about nonlinear regression results. 5. The results of nonlinear regression. 6. Troubleshooting "bad fits...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Motulsky, Harvey
Otros Autores: Christopoulos, Arthur
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oxford ; New York : Oxford University Press, 2004.
Colección:OUP E-Books.
Temas:
Biology > Mathematical models.
Regression analysis.
Nonlinear theories.
Curve fitting.
Biological models.
Models, Biological
Regression Analysis
Nonlinear Dynamics
Biologie > Modèles mathématiques.
Analyse de régression.
Théories non linéaires.
Ajustement de courbe.
Modèles biologiques.
NATURE > Reference.
SCIENCE > Life Sciences > Biology.
SCIENCE > Life Sciences > General.
Biological models
Biology > Mathematical models
Curve fitting
Nonlinear theories
Regression analysis
Biologie
Biostatistik
Experimentauswertung
Lineare Regression
Nichtlineare Regression
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Contents; Preface; A. Fitting data with nonlinear regression; B. Fitting data with linear regression; C. Models; D. How nonlinear regression works; E. Confidence intervals of the parameters; F. Comparing models; G. How does a treatment change the curve?; H. Fitting radioligand and enzyme kinetics data; I. Fitting dose-response curves; J. Fitting curves with GraphPad Prism; Annotated bibliography; Index.

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