Tutorial I: Motivation for Joint Modeling & Joint …

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Tutorial I: Motivation for Joint Modeling & Joint Models forLongitudinal and survival DataDimitris RizopoulosDepartment of Biostatistics, Erasmus University Medical Modeling and BeyondMeeting and Tutorials on Joint Modeling With survival , Longitudinal, and Missing DataApril 14, 2016, DiepenbeekContents1 Motivating Longitudinal Studies. . . . . . . . . . . . . . . . . . . . . . . . . . Research Questions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Recent Developments. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Joint Models. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .152 Linear Mixed-Effects Features of Longitudinal Data. . . . . . . . . . . . . . . . . . . . . . . . . . . The Linear Mixed model . . . . . . . . . . . . . . . . . . . . . . . . . . . . .20Tutorial I: Joint Models for Longitudinal and survival Data: April 14, Missing Data in Longitudinal Studies.

Tutorial I: Motivation for Joint Modeling & Joint Models for Longitudinal and Survival Data Dimitris Rizopoulos Department of Biostatistics, Erasmus University Medical Center

  Model, Survival