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Longitudinal Data Analysis
DOI link for Longitudinal Data Analysis
Longitudinal Data Analysis book
Longitudinal Data Analysis
DOI link for Longitudinal Data Analysis
Longitudinal Data Analysis book
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ABSTRACT
Although many books currently available describe statistical models and methods for analyzing longitudinal data, they do not highlight connections between various research threads in the statistical literature. Responding to this void, Longitudinal Data Analysis provides a clear, comprehensive, and unified overview of state-of-the-art theory
TABLE OF CONTENTS
part |2 pages
PART I: Introduction and Historical Overview
part |2 pages
PART II: Parametric Modeling of Longitudinal Data
part |2 pages
PART III: Non-Parametric and Semi-Parametric Methods for Longitudinal Data
chapter 12|26 pages
Penalized spline models for longitudinal data
part |2 pages
PART IV: Joint Models for Longitudinal Data
chapter 16|26 pages
Joint models for high-dimensional longitudinal data
part |2 pages
PART V: Incomplete Data