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- catalog abstract "Statistical Tools for Nonlinear Regression 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 nls2 implemented in S-PLUS.".
- catalog contributor b9432810.
- catalog created "1996.".
- catalog date "1996".
- catalog date "1996.".
- catalog dateCopyrighted "1996.".
- catalog description "1. Nonlinear regression model and parameter estimation -- 2. Accuracy of estimators, confidence intervals and tests -- 3. Variance estimation -- 4. Diagnostics of model misspecification -- 5. Calibration and Prediction.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Statistical Tools for Nonlinear Regression 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 nls2 implemented in S-PLUS.".
- catalog extent "ix, 154 p. :".
- catalog hasFormat "Statistical tools for nonlinear regression.".
- catalog identifier "0387947272 (hard : alk. paper)".
- catalog isFormatOf "Statistical tools for nonlinear regression.".
- catalog isPartOf "Springer series in statistics".
- catalog issued "1996".
- catalog issued "1996.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog relation "Statistical tools for nonlinear regression.".
- catalog subject "519.5/36 20".
- catalog subject "Linear models (Statistics)".
- catalog subject "Nonlinear theories.".
- catalog subject "Parameter estimation.".
- catalog subject "QA278.2 .S73 1996".
- catalog subject "Regression analysis.".
- catalog tableOfContents "1. Nonlinear regression model and parameter estimation -- 2. Accuracy of estimators, confidence intervals and tests -- 3. Variance estimation -- 4. Diagnostics of model misspecification -- 5. Calibration and Prediction.".
- catalog title "Statistical tools for nonlinear regression : a practical guide / S. Huet ... [et al.].".
- catalog type "text".