eBook - ePub

Models for Multi-State Survival Data

Name: Models for Multi-State Survival Data
ISBN: 9780429639098

Rates, Risks, and Pseudo-Values

Per Kragh Andersen,

Henrik Ravn,

278 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Models for Multi-State Survival Data

Rates, Risks, and Pseudo-Values

Per Kragh Andersen,

Henrik Ravn,

About this book

Multi-state models provide a statistical framework for studying longitudinal data on subjects when focus is on the occurrence of events that the subjects may experience over time. They find application particularly in biostatistics, medicine, and public health. The book includes mathematical detail which can be skipped by readers more interested in the practical examples. It is aimed at biostatisticians and at readers with an interest in the topic having a more applied background, such as epidemiology. This book builds on several courses the authors have taught on the subject.

Key Features:

Intensity-based and marginal models.
Survival data, competing risks, illness-death models, recurrent events.
Includes a full chapter on pseudo-values.
Intuitive introductions and mathematical details.
Practical examples of event history data.
Exercises.

Software code in R and SAS and the data used in the book, as well as solutions to the exercises, can be found on the book's webpage: https://multi-state-book.github.io/companion.

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Yes, you can access Models for Multi-State Survival Data by Per Kragh Andersen,Henrik Ravn in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.