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Survival Analysis for Epidemiologic and Medical Research - Steve Selvin

Survival Analysis for Epidemiologic and Medical Research

(Autor)

Buch | Softcover
296 Seiten
2008
Cambridge University Press (Verlag)
978-0-521-71937-7 (ISBN)
CHF 73,30 inkl. MwSt
This practical guide for readers with a minimal background in statistics shows how to analyze and interpret epidemiologic and medical survival data with the help of modern computer systems. The author introduces key methods of survival analysis that are also central to statistical analysis in general.
This practical guide to survival data and its analysis for readers with a minimal background in statistics shows why the analytic methods work and how to effectively analyze and interpret epidemiologic and medical survival data with the help of modern computer systems. The introduction presents a review of a variety of statistical methods that are not only key elements of survival analysis but are also central to statistical analysis in general. Techniques such as statistical tests, transformations, confidence intervals, and analytic modeling are presented in the context of survival data but are, in fact, statistical tools that apply to understanding the analysis of many kinds of data. Similarly, discussions of such statistical concepts as bias, confounding, independence, and interaction are presented in the context of survival analysis and also are basic components of a broad range of applications. These topics make up essentially a 'second-year', one-semester biostatistics course in survival analysis concepts and techniques for non-statisticians.

Steve Selvin is Professor of Biostatistics and Epidemiology at the University of California, Berkeley. He has taught on the Berkeley campus for 35 years and has authored or co-authored more than 200 scientific articles in the areas of applied statistics and epidemiology. He has received two university teaching awards and is a member of the ASPH/Pfizer Public Health Academy of Distinguished Teachers.

1. Rates and their properties; 2. Life tables; 3. Two especially useful estimation tools; 4. Product-limit estimation; 5. Exponential survival time probability distribution; 6. Weibull survival time probability distribution; 7. Analysis of two-sample survival data; 8. General hazards model: parametric; 9. General hazards model: nonparametric.

Erscheint lt. Verlag 3.3.2008
Reihe/Serie Practical Guides to Biostatistics and Epidemiology
Zusatzinfo Worked examples or Exercises; 79 Tables, unspecified
Verlagsort Cambridge
Sprache englisch
Maße 174 x 247 mm
Gewicht 500 g
Themenwelt Mathematik / Informatik Mathematik
Studium Querschnittsbereiche Epidemiologie / Med. Biometrie
ISBN-10 0-521-71937-2 / 0521719372
ISBN-13 978-0-521-71937-7 / 9780521719377
Zustand Neuware
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