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Research Article TheScientificWorldJOURNAL (2011) 11, 42 76 TSW Child Health & Human Development ISSN 1537-744X; DOI *Corresponding author. 2011 with author. Published by TheScientificWorld; 42 Longitudinal Data Analyses Using Linear Mixed Models in SPSS: Concepts, Procedures and Illustrations Daniel Shek1,2,3,4,5,* and Cecilia Ma1 1 Department of Applied Social Sciences and 2 Public Policy Research Institute, The Hong Kong Polytechnic University, Hong Kong, ; 3 Kiang Wu Nursing College of Macau, Macau, ; 4 Division of Adolescent Medicine, Department of Pediatrics, University of Kentucky College of Medicine, Lexington, KY, ; 5 Department of Sociology, East China Normal University, Shanghai, E-mail: Received September 27, 2010; Revised October 18, 2010; Accepted October 18, 2010.
have illustrated the application of IGC using PROC MIXED in SAS[16,17,18], HLM[19], R[20], and SPSS[21]. Nevertheless, the longitudinal analysis reported in Peugh and Enders[21] was only a simple example not conducted within an intervention …
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