Multivariate and Multilevel Longitudinal Analysis

Nicholas T. Longford ()
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Nicholas T. Longford: SNTL

Chapter Chapter 3 in Longitudinal Research with Latent Variables, 2010, pp 97-117 from Springer

Abstract: Abstract This chapter presents a review of perspectives and methods for analysis of longitudinal data on several related variables. A connection is made with multilevel analysis in which the longitudinal and multivariate dimensions of the data can naturally be subsumed. With the focus on large-scale longitudinal studies of human subjects who are in general disinterested in and not highly motivated by the agenda of the study, methods for dealing with nonresponse are an essential addendum to the analytical equipment.

Keywords: Longitudinal Analysis; Variance Matrix; Multivariate Normal Distribution; Variance Matrice; Time Time (search for similar items in EconPapers)
Date: 2010
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-642-11760-2_3

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DOI: 10.1007/978-3-642-11760-2_3

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