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From Basic Survival Analytic Theory to a Non-Standard Application: BestMasters

Autor Georg Zimmermann
en Limba Engleză Paperback – 10 apr 2017
Georg Zimmermann provides a mathematically rigorous treatment of basic survival analytic methods. His emphasis is also placed on various questions and problems, especially with regard to life expectancy calculations arising from a particular real-life dataset on patients with epilepsy. The author shows both the step-by-step analyses of that dataset and the theory the analyses are based on. He demonstrates that one may face serious and sometimes unexpected problems, even when conducting very basic analyses. Moreover, the reader learns that a practically relevant research question may look rather simple at first sight. Nevertheless, compared to standard textbooks, a more detailed account of the theory underlying life expectancy calculations is needed in order to provide a mathematically rigorous framework.
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Specificații

ISBN-13: 9783658177188
ISBN-10: 3658177187
Pagini: 100
Ilustrații: IX, 100 p. 9 illus.
Dimensiuni: 148 x 210 x 6 mm
Greutate: 0.14 kg
Ediția:1st ed. 2017
Editura: Springer Fachmedien Wiesbaden
Colecția Springer Spektrum
Seria BestMasters

Locul publicării:Wiesbaden, Germany

Cuprins

Regression Models for Survival Data.- Model Checking Procedures.- Life Expectancy.

Notă biografică

Georg Zimmermann is a PhD student at the University of Salzburg and research associate at Christian-Doppler-Klinik, Salzburg.

Textul de pe ultima copertă

Georg Zimmermann provides a mathematically rigorous treatment of basic survival analytic methods. His emphasis is also placed on various questions and problems, especially with regard to life expectancy calculations arising from a particular real-life dataset on patients with epilepsy. The author shows both the step-by-step analyses of that dataset and the theory the analyses are based on. He demonstrates that one may face serious and sometimes unexpected problems, even when conducting very basic analyses. Moreover, the reader learns that a practically relevant research question may look rather simple at first sight. Nevertheless, compared to standard textbooks, a more detailed account of the theory underlying life expectancy calculations is needed in order to provide a mathematically rigorous framework.Contents
  • Regression Models for Survival Data
  • Model Checking Procedures
  • Life Expectancy
Target Groups
  • Researchers, lecturers, and students in the fields of mathematics and statistics
  • Academics and experts working in the life sciences, especially in the medical field
The Author
Georg Zimmermann
is a PhD student at the University of Salzburg and research associate at Christian-Doppler-Klinik, Salzburg.

Caracteristici

Mathematically Rigorous Treatment of Basic Survival Analytic Methods Publication in the Fields of Mathematics and Statistics Includes supplementary material: sn.pub/extras