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Focuses on the assorted challenges that arise in analyzing longitudinal data. This book explores four broad themes: parametric modeling, nonparametric and semi parametric methods, joint models, and incomplete data. It is suitable for those involved in the development of statistical methodology or the analysis of longitudinal data.