Joint Models for Longitudinal and Time-To-Event Data: With Applications in R
商品資訊
ISBN13：9781032477565
出版社：CRC PR INC
作者：Dimitris Rizopoulos
出版日：2023/01/09
裝訂：平裝
商品簡介
In longitudinal studies it is often of interest to investigate how a marker that is repeatedly measured in time is associated with a time to an event of interest, e.g., prostate cancer studies where longitudinal PSA level measurements are collected in conjunction with the time-to-recurrence. Joint Models for Longitudinal and Time-to-Event Data: With Applications in R provides a full treatment of random effects joint models for longitudinal and time-to-event outcomes that can be utilized to analyze such data. The content is primarily explanatory, focusing on applications of joint modeling, but sufficient mathematical details are provided to facilitate understanding of the key features of these models.
All illustrations put forward can be implemented in the R programming language via the freely available package JM written by the author.
All the R code used in the book is available at: http: //jmr.r-forge.r-project.org/
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