Statistical Modeling For Biomedical Researchers - Dupont William D. | Libro Cambridge University Press 02/2009 - HOEPLI.it


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dupont william d. - statistical modeling for biomedical researchers

Statistical Modeling for Biomedical Researchers A Simple Introduction to the Analysis of Complex Data




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 02/2009
Edizione: Edizione rivisitata, 2° edizione





Note Editore

The second edition of this standard text guides biomedical researchers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory background in statistics. The Stata statistical software package is again used to perform the analyses, this time employing the much improved version 10 with its intuitive point and click as well as character-based commands. Topics covered include linear, logistic and Poisson regression, survival analysis, fixed-effects analysis of variance, and repeated-measure analysis of variance. Restricted cubic splines are used to model non-linear relationships. Each method is introduced in its simplest form and then extended to cover more complex situations. An appendix will help the reader select the most appropriate statistical methods for their data. The text makes extensive use of real data sets available at http://biostat.mc.vanderbilt.edu/dupontwd/wddtext/.




Sommario

Preface; 1. Introduction; 2. Simple linear regression; 3. Multiple linear regression; 4. Simple logistic regression; 5. Multiple logistic regression; 6. Introduction to survival analysis; 7. Hazard regression analysis; 8. Introduction to Poisson regression; 9. Multiple Poisson regression; 10. Fixed effects analysis of variance; 11. Repeated-measures analysis of variance; Appendix A. Summary of statistical models discussed in this text; Appendix B. Summary of Stata commands used in this text; References.




Prefazione

The new edition of this standard text guides biomedical researchers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory background in statistics.




Autore

Wiliam D. Dupont is Professor of Biostatistics and Preventive Medicine at the Vanderbilt University School of Medicine, Nashville, Tennessee.







Altre Informazioni

ISBN:

9780521614801

Condizione: Nuovo
Dimensioni: 248 x 26 x 174 mm Ø 1060 gr
Formato: Brossura
Illustration Notes:71 b/w illus. 48 tables
Pagine Arabe: 544






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