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Joint Models for Longitudinal and Time-to-Event Data|Dimitris Rizopoulos

Joint Models for Longitudinal and Time-to-Event Data : With Applications in R

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Overview

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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Details

  • ISBN-13: 9781439872864
  • ISBN-10: 1439872864
  • Publisher: CRC Press
  • Publish Date: June 2012
  • Dimensions: 9.2 x 6.2 x 0.8 inches
  • Shipping Weight: 1.15 pounds
  • Page Count: 278

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