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" Fitting models to biological data using linear and nonlinear regression : "


Document Type : BL
Record Number : 1025748
Doc. No : b780118
Main Entry : Motulsky, Harvey.
Title & Author : Fitting models to biological data using linear and nonlinear regression : : a practical guide to curve fitting /\ by Harvey Motulsky, Arthur Christopoulos.
Publication Statement : Oxford ;New York :: Oxford University Press,, 2004.
Page. NO : 1 online resource (351 pages) :: illustrations
ISBN : 0198038348
: : 6610843775
: : 9780198038344
: : 9786610843770
: 0195171799
: 0195171802
: 1280843772
: 9780195171792
: 9780195171808
: 9781280843778
Bibliographies/Indexes : Includes bibliographical references and index.
Contents : 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.
Abstract : 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". Fitting data with linear regression. 7. Choosing linear regression. 8. Interpreting the results of linear regression. Models. 9. Introducing models. 10. Tips on choosing a model. 11. Global models. 12. Compartmental models and defining a model with a differential equation. How nonlinear regr.
Subject : Biology-- Mathematical models.
Subject : Curve fitting.
Subject : Nonlinear theories.
Subject : Regression analysis.
Subject : Ajustement de courbe.
Subject : Analyse de régression.
Subject : Biologie-- Modèles mathématiques.
Subject : Théories non linéaires.
Subject : Biologie
Subject : Biology-- Mathematical models.
Subject : Biostatistik
Subject : Curve fitting.
Subject : Experimentauswertung
Subject : Lineare Regression
Subject : NATURE-- Reference.
Subject : Nichtlineare Regression
Subject : Nonlinear theories.
Subject : Regression analysis.
Subject : SCIENCE-- Life Sciences-- Biology.
Subject : SCIENCE-- Life Sciences-- General.
Subject : Models, Biological.
Subject : Nonlinear Dynamics.
Subject : Regression Analysis.
Dewey Classification : ‭570/.1/5118‬
LC Classification : ‭QH323.5‬‭.M68 2003eb‬
NLM classification : ‭BIO 110f‬stub
: ‭MAT 628f‬stub
: ‭WC 7000‬rvk
Added Entry : Christopoulos, Arthur.
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