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From Basic Survival Analytic Theory to a Non-Standard Application

  • Georg┬áZimmermann

Part of the BestMasters book series (BEST)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Georg Zimmermann
    Pages 1-9
  3. Georg Zimmermann
    Pages 11-30
  4. Georg Zimmermann
    Pages 31-45
  5. Georg Zimmermann
    Pages 47-63
  6. Georg Zimmermann
    Pages 65-92
  7. Georg Zimmermann
    Pages 93-96
  8. Back Matter
    Pages 97-100

About this book

Introduction

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.

Keywords

Life Expectancy Calculations Survival Analysis Model Checking Real-Dife Data Survival Analytic Methods

Authors and affiliations

  • Georg┬áZimmermann
    • 1
  1. 1.Paris-Lodron University of Salzburg SalzburgAustria

Bibliographic information