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

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

Paperback

Series: Chapman & Hall/CRC Biostatistics

Medical ReferenceProbability & Statistics

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ISBN10: 1032477563
ISBN13: 9781032477565
Publisher: Crc Pr Inc
Published: Jan 21 2023
Pages: 278
Language: English

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.

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