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Survival Analysis
A Self-Learning Text, Third Edition
Buch von Mitchel Klein (u. a.)
Sprache: Englisch

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Beschreibung
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 this third edition to include the software package R.
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 this third edition to include the software package R.
Über den Autor

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.

Mitchel Klein is Research Assistant Professor with a joint appointment in the Department of Environmental and Occupational Health (EOH) and the Department of Epidemiology, also at the Rollins School of Public Health at Emory University. Dr. Klein is also co-author with Dr. Kleinbaum of the second edition of Logistic Regression- A Self-Learning Text (2002). He has regularly taught epidemiologic methods courses at Emory to graduate students in public health and in clinical medicine. He is responsible for the epidemiologic methods training of physicians enrolled in Emory's Master of Science in Clinical Research Program, and has collaborated with Dr. Kleinbaum both nationally and internationally in teaching several short courses on various topics in epidemiologic methods.

Zusammenfassung

Second edition of the text originally published in 1996

New material has been added and the original six chapters have been modified

Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2011
Fachbereich: Ökologie
Genre: Biologie, Importe
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Statistics for Biology and Health
Inhalt: xv
700 S.
500 s/w Illustr.
700 p. 500 illus.
ISBN-13: 9781441966452
ISBN-10: 1441966455
Sprache: Englisch
Herstellernummer: 12748198
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Klein, Mitchel
Kleinbaum, David G.
Auflage: 3rd ed. 2012
Hersteller: Springer New York
Springer US, New York, N.Y.
Statistics for Biology and Health
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 260 x 183 x 44 mm
Von/Mit: Mitchel Klein (u. a.)
Erscheinungsdatum: 31.08.2011
Gewicht: 1,528 kg
Artikel-ID: 101216368
Über den Autor

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.

Mitchel Klein is Research Assistant Professor with a joint appointment in the Department of Environmental and Occupational Health (EOH) and the Department of Epidemiology, also at the Rollins School of Public Health at Emory University. Dr. Klein is also co-author with Dr. Kleinbaum of the second edition of Logistic Regression- A Self-Learning Text (2002). He has regularly taught epidemiologic methods courses at Emory to graduate students in public health and in clinical medicine. He is responsible for the epidemiologic methods training of physicians enrolled in Emory's Master of Science in Clinical Research Program, and has collaborated with Dr. Kleinbaum both nationally and internationally in teaching several short courses on various topics in epidemiologic methods.

Zusammenfassung

Second edition of the text originally published in 1996

New material has been added and the original six chapters have been modified

Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2011
Fachbereich: Ökologie
Genre: Biologie, Importe
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Statistics for Biology and Health
Inhalt: xv
700 S.
500 s/w Illustr.
700 p. 500 illus.
ISBN-13: 9781441966452
ISBN-10: 1441966455
Sprache: Englisch
Herstellernummer: 12748198
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Klein, Mitchel
Kleinbaum, David G.
Auflage: 3rd ed. 2012
Hersteller: Springer New York
Springer US, New York, N.Y.
Statistics for Biology and Health
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 260 x 183 x 44 mm
Von/Mit: Mitchel Klein (u. a.)
Erscheinungsdatum: 31.08.2011
Gewicht: 1,528 kg
Artikel-ID: 101216368
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