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Regression for Health and Social Science
Applied Linear Models with R
Buch von Daniel Zelterman
Sprache: Englisch

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Beschreibung
Revised edition of: Applied linear models with SAS, 2010.
Revised edition of: Applied linear models with SAS, 2010.
Über den Autor
Daniel Zelterman, PhD, is Professor Emeritus, Department of Biostatistics, at Yale University. His application areas include work in clinical trial designs for cancer studies. Before moving to Yale in 1995, he was on the faculty of the University of Minnesota and at the State University of New York at Albany. He is an elected Fellow of the American Statistical Association. In his spare time he plays oboe and bassoon and has backpacked hundreds of miles of the Appalachian Trail.
Inhaltsverzeichnis
Preface; Preface to revised edition; Acknowledgments; 1. Introduction; 2. Principles of statistics; 3. Introduction to linear regression; 4. Assessing the regression; 5. Multiple linear regression; 6. Indicators, interactions, and transformations; 7. Nonparametric statistics; 8. Logistic regression; 9. Diagnostics for logistic regression; 10. Poisson regression; 11. Survival analysis; 12. Proportional hazards regression; 13. Review of methods; Appendix: statistical distributions; Selected solutions and hints; References; Index.
Details
Erscheinungsjahr: 2022
Fachbereich: Allgemeine Lexika
Genre: Medizin
Rubrik: Wissenschaften
Medium: Buch
Inhalt: Gebunden
ISBN-13: 9781108478182
ISBN-10: 1108478182
Sprache: Englisch
Einband: Gebunden
Autor: Zelterman, Daniel
Hersteller: Cambridge University Press
Maße: 251 x 177 x 22 mm
Von/Mit: Daniel Zelterman
Erscheinungsdatum: 12.05.2022
Gewicht: 0,698 kg
Artikel-ID: 120733172
Über den Autor
Daniel Zelterman, PhD, is Professor Emeritus, Department of Biostatistics, at Yale University. His application areas include work in clinical trial designs for cancer studies. Before moving to Yale in 1995, he was on the faculty of the University of Minnesota and at the State University of New York at Albany. He is an elected Fellow of the American Statistical Association. In his spare time he plays oboe and bassoon and has backpacked hundreds of miles of the Appalachian Trail.
Inhaltsverzeichnis
Preface; Preface to revised edition; Acknowledgments; 1. Introduction; 2. Principles of statistics; 3. Introduction to linear regression; 4. Assessing the regression; 5. Multiple linear regression; 6. Indicators, interactions, and transformations; 7. Nonparametric statistics; 8. Logistic regression; 9. Diagnostics for logistic regression; 10. Poisson regression; 11. Survival analysis; 12. Proportional hazards regression; 13. Review of methods; Appendix: statistical distributions; Selected solutions and hints; References; Index.
Details
Erscheinungsjahr: 2022
Fachbereich: Allgemeine Lexika
Genre: Medizin
Rubrik: Wissenschaften
Medium: Buch
Inhalt: Gebunden
ISBN-13: 9781108478182
ISBN-10: 1108478182
Sprache: Englisch
Einband: Gebunden
Autor: Zelterman, Daniel
Hersteller: Cambridge University Press
Maße: 251 x 177 x 22 mm
Von/Mit: Daniel Zelterman
Erscheinungsdatum: 12.05.2022
Gewicht: 0,698 kg
Artikel-ID: 120733172
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