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Titlebook: Recursive Partitioning in the Health Sciences; Heping Zhang,Burton Singer Book 19991st edition Springer Science+Business Media New York 19

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Analysis of Longitudinal Data,or a thorough treatment of the topic. The purpose of this chapter is to introduce the methods based on recursive partitioning and to compare the analyses of longitudinal data using different approaches.
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Introduction,T) and Multivariate Adaptive Regression Splines (MARS). Although relatively new, these methods have a growing number of applications, particularly in the health sciences, as a result of increasing complexity of study designs and data structures.
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Logistic Regression, analyzing a binary response has been the subject of countless works; see, e.g., the books of Cox (1989), Agresti (1990), and the references therein. For comparison purposes, we give a brief introduction to logistic regression.
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