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Modern regression methods [publication] /

by Ryan, Thomas P.
Material type: materialTypeLabelBookPublisher: Hobocken, New Jersey : Wiley, 2009Edition: 2nd ed.Description: 642 p. : ill. ; 24 cm.ISBN: 9780470550441; 047055044989.MeSH subject(s): Analyse de régression | Modèles linéaires | Concepts mathématiques | Statistiques comme sujet | Statistics as Topic -- methods | HandbooksAddiction suisse subject(s): Statistik | Methode | Datenverarbeitung | KonzeptPUBLICATION TYPE SAPHIR: MonographSummary: 1. Introduction - 2. Diagnostics and remedial measures - 3. Regression with matrix algebra - 4. Introduction to multiple linear regression - 5. Plots in multiple regression - 6. Transformations in multiple regression - 7. Selection of regressors - 8. Polymonial and trigonometric terms - 9. Logistic regression - 10. Nonparametric regression - 11. Robust regression - 12. Ridge Regression - 13. Nonlinear regression - 14. Experimental designs for regression - 15. Miscellaneous topics in regression - 16. Analysis of real data sets - Answers to selected exercises - Statistical tables - Author index - Subject index
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Bibliothèque
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1. Introduction - 2. Diagnostics and remedial measures - 3. Regression with matrix algebra - 4. Introduction to multiple linear regression - 5. Plots in multiple regression - 6. Transformations in multiple regression - 7. Selection of regressors - 8. Polymonial and trigonometric terms - 9. Logistic regression - 10. Nonparametric regression - 11. Robust regression - 12. Ridge Regression - 13. Nonlinear regression - 14. Experimental designs for regression - 15. Miscellaneous topics in regression - 16. Analysis of real data sets - Answers to selected exercises - Statistical tables - Author index - Subject index