A LISREL model for the analysis of repeated measures with a patterned covariance matrix

Michael J. Rovine, Peter C.M. Molenaar

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14 Scopus citations

Abstract

We present a LISREL model for the estimation of the repeated measures analysis of variance (ANOVA) with a patterned covariance matrix. We demonstrate this model for a 5 x 2 (Time x Group) ANOVA in which the data are assumed to be serially correlated. The residuals are assumed to have been generated according to an AR(1) process. An appropriate covariance structure is selected, tested, and compared with alternative patterns. Similarities between the LISREL model and SAS PROC MIXED are discussed.

Original languageEnglish (US)
Pages (from-to)318-343
Number of pages26
JournalStructural Equation Modeling
Volume5
Issue number4
DOIs
StatePublished - 1998

All Science Journal Classification (ASJC) codes

  • Decision Sciences(all)
  • Modeling and Simulation
  • Sociology and Political Science
  • Economics, Econometrics and Finance(all)

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