Lawless / Cook | The Statistical Analysis of Recurrent Events | Buch | sack.de

Lawless / Cook The Statistical Analysis of Recurrent Events



1. Auflage. Softcover version of original hardcover Auflage 2007, 404 Seiten, Kartoniert, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 639 g Reihe: Statistics for Biology and Health
ISBN: 978-1-4419-2415-5
Verlag: Springer


Lawless / Cook The Statistical Analysis of Recurrent Events

This book presents models and statistical methods for the analysis of recurrent event data. The authors provide broad, detailed coverage of the major approaches to analysis, while emphasizing the modeling assumptions that they are based on. More general intensity-based models are also considered, as well as simpler models that focus on rate or mean functions. Parametric, nonparametric and semiparametric methodologies are all covered, with procedures for estimation, testing and model checking.

Zielgruppe


Professional/practitioner

Weitere Infos & Material


Models and Frameworks for Analysis of Recurrent Events.- Methods Based on Counts and Rate Functions.- Analysis of Gap Times.- General Intensity-Based Models.- Multitype Recurrent Events.- Observation Schemes Giving Incomplete or Selective Data.- OtherTopics.


Lawless, Jerald
Recurrent events are important in scientific as well as everyday contexts. These are events that may occur repeatedly over time, and which generally carry either a positive or negative connotation. For example, repeated attacks of asthma for an individual, repeated insurance claims for a company, or repeated breakdowns in equipment of systems, have negative implications. The Statistical Analysis of Recurrent Events describes how to model, collect and analyse data on recurrent events, in order to understand them better and improve processes in which they occur. Applications in areas such as cancer treatment, chronic disease and equipment reliability are discussed at length in the book, including details on how to implement analyses using available software.


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