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Survival analysis

a self-learning text
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Verfasser: Suche nach diesem Verfasser Kleinbaum, David G.; Klein, Mitchell
Jahr: 2012
Verlag: New York, NY, Springer
Reihe: Statistics for biology and health
Mediengruppe: Dauerleihe
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Inhalt

This greatly expanded third edition of Survival Analysis- A Self-learning Text provides a highly readable description of state-of-the-art methods of analysis of survival/event-history data. This text is suitable for researchers and statisticians working in the medical and other life sciences as well as statisticians in academia who teach introductory and second-level courses on survival analysis.
 
The third edition continues to use the unique "lecture-book" format of the first two editions with one new chapter, additional sections and clarifications to several chapters, and a revised computer appendix. The Computer Appendix, with step-by-step instructions for using the computer packages STATA, SAS, and SPSS, is expanded to include the software package R.
 
David Kleinbaum is Professor of Epidemiology at the Rollins School of Public Health at Emory University, Atlanta, Georgia. Dr. Kleinbaum is internationally known for innovative textbooks and teaching on epidemiological methods, multiple linear regression, logistic regression, and survival analysis. He has provided extensive worldwide short-course training in over 150 short courses on statistical and epidemiological methods. He is also the author of ActivEpi (2002), an interactive computer-based instructional text on fundamentals of epidemiology, which has been used in a variety of educational environments including distance learning.
TOC:
Introduction to Survival Analysis.- Kaplan-Meier Survival Curves and the Log-Rank Test.- The Cox Proportional Hazards Model and Its Characteristics.- Evaluating the Proportional Hazards Assumption.- The Stratified Cox Procedure.- Extension of the Cox Proportional Hazards Model for Time-Dependent Variables.- Parametric Survival Models.- Recurrent Events Survival Analysis.- Competing Risks Survival Analysis.

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Details

Verfasser: Suche nach diesem Verfasser Kleinbaum, David G.; Klein, Mitchell
Verfasserangabe: David G. Kleinbaum ; Mitchell Klein
Jahr: 2012
Verlag: New York, NY, Springer
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Systematik: Suche nach dieser Systematik ME-10, MA-10, BI-50
Interessenkreis: Suche nach diesem Interessenskreis Monographien
ISBN: 9781441966452
2. ISBN: 1-4419-6645-5
Beschreibung: 3. edition, XV, 700 S. : Ill., graph. Darst.
Reihe: Statistics for biology and health
Schlagwörter: Medizin allgemein; Mathematik allgemein; Biologie Methoden
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Sprache: englisch||
Fußnote: Literaturangaben
Mediengruppe: Dauerleihe