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Joint Models for Longitudinal and Time-to-Event Data: With Applications in R
Hardcover
Series: Chapman & Hall/CRC Biostatistics, Book 6
Medical ReferenceApplicationsProbability & Statistics
ISBN13: 9781439872864
Publisher: CRC Press
Published: Jun 6 2012
Pages: 278
Weight: 1.15
Height: 0.80 Width: 6.20 Depth: 9.20
Language: English
Longitudinal studies often investigate how a marker that is repeatedly measured in time is associated with a time to an event of interest. An example is prostate cancer studies where longitudinal PSA level measurements are collected in conjunction with the time-to-recurrence. This book provides a full treatment of joint models for longitudinal and time-to-event data. The content is explanatory rather than mathematically rigorous and emphasizes applications. All illustrations put forward are available in the R programming language via the freely available package JM written by the author.
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