Constitution of random intercept and slope model (RISM) as a special case of linear mixed models (LMMs) for repeated measurements data

Applied Mathematics and Computation

Volumn 218, Issue 3, 2011, Pages 827-831

  Iyit, Neslihan ^a   Genc, Asir ^a  

^a SELCUK UNIVERSITY   (Turkey)

Author keywords

Homogeneous and heterogeneous variance covariance structure models; Linear mixed model; Random intercept and slope model; Repeated measurement

Indexed keywords

CLINICAL TRIAL; LINEAR MIXED MODELS; RANDOM INTERCEPT AND SLOPE MODEL; REPEATED MEASUREMENTS; STRUCTURE MATRIX; STRUCTURE MODELS; VARIANCE-COVARIANCE;

COVARIANCE MATRIX;

BIT ERROR RATE;

EID: 80052264763     PISSN: 00963003     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amc.2011.03.061     Document Type: Conference Paper

References (12)

1. H. Akaike A new look at the statistical model identification IEEE Transactions on Automatic Control 19 6 1974 716 723
2. A.S. Bryk, M.E. Driscoll, The high school as community: contextual influences and consequences for students and teachers, Technical Research Report, Madison, WI, University of Wisconsin-Madison, National Center on Effective Secondary Schools, 1988.
3. G.M. Fitzmaurice, N.M. Laird, and J.H. Ware Applied Longitudinal Analysis first ed. 2004 John Wiley& Sons Inc. New York
4. N. Iyit, and A. Genc A comparative study of fixed effects models and random intercept/slope models as a special case of linear mixed models for repeated measurements Seluk Journal on Applied Mathematics 8 1 2007 57 75
5. N. Iyit, Constitution of Linear Mixed Models in the Analysis of Correlated Data, Unpublished Doctor of Philosophy (Ph.D.) Thesis, Selcuk University, Graduate School of Natural and Applied Sciences, Department of Mathematics, Konya, Turkey, 2008.
6. N. Iyit, and A. Genc Constitution of linear mixed models (LMMs) in the analysis of correlated data: random intercept model (RIM) for repeated measurements data Journal of Modern Mathematics and Statistics 3 3 2009 60 68
7. N.M. Laird, and J.H. Ware Random-effects models for longitudinal data Biometrics 38 1982 963 974
8. S. Landau, and B.S. Everitt A Handbook of Statistical Analyses using SPSS first ed. 2004 Chapman& Hall/CRC Press Boca Raton
9. R.C. Littell, J. Rendergast, and R. Natarajan Modelling covariance structure in the analysis of repeated measures data Statistics in Medicine 19 13 2000 1793 1819 (Pubitemid 30436064)
10. C.E. McCulloch, and S.R. Searle Generalized, Linear and Mixed Models first ed. 2001 John Wiley& Sons Inc. New York
11. S.W. Raudenbush, and A.S. Bryk Hierarchical Linear Models: Applications and Data Analysis Methods second ed. Advanced Quantitative Techniques in the Social Sciences Series 2002 Sage Publications London
12. G. Schwarz Estimating the dimension of a model The Annals of Statistics 6 2 1978 461 464