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A mixed model for repeated split-plot data  

Choi, Jae-Sung (Department of Statistics, Keimyung University)
Publication Information
Journal of the Korean Data and Information Science Society / v.21, no.1, 2010 , pp. 1-9 More about this Journal
Abstract
This paper suggests a mixed-effects model for analyzing split-plot data when there is a repeated measures factor that affects on the response variable. Covariance structures are discussed among the observations because of the assumption of a repeated measures factor as one of explanatory variables. As a plausible covariance structure, compound symmetric covariance structure is assumed for analyzing data. The restricted maximum likelihood (REML)method is used for estimating fixed effects in the model.
Keywords
Covariance structure; repeated measures factor; split-plot; treatment;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 Corbeil, R. R. and Searle, S. R. (1976). A comparison of variance component estimators. Biometrics, 32, 779-791.   DOI   ScienceOn
2 최재성 (2007). 순서형 자료에 대한 비례승산 혼합효과 모형. <한국데이터정보과학회지>, 18, 471-479.   과학기술학회마을
3 최재성 (2008). 반복측정의 다가 반응자료에 대한 주변확률 모형. <한국데이터정보과학회지>, 19, 577-585.
4 Cochran, W. G. and Cox, G. M.(1957). Experimental designs, 2nd edition, John Wiley and Sons, Inc., New York.
5 Graybill, F. A. (1976). Theory and application of the linear model, Wadsworth, Inc. California.
6 Huynh, H., and Feldt, L. S. (1970). Conditions under which mean square ratios in repeated measures designs have exact F-distributions. Journal of the American Statistical Association, 65, 1582-1589.   DOI   ScienceOn
7 Mead, R. (1988). The design of experiments, Cambridge University Press, Cambridge.
8 Milliken, G. A. and Johnson, D. E. (1984). Analysis of messy data, Van Nostrand Reinhold, New York.
9 SAS Institute, Inc. (1996). SAS system for mixed models, SAS Institute, Inc., Cary, North Carolina.
10 Searle, S. R., Casella, G. and McCulloch, C. E. (1992). Variance components, John Wiley and Sons, Inc.,New York.