Additional comparisons of designs to estimate variance components in a two-way classification model |
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| Authors: | HD Muse RL Anderson B Thitakamol |
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| Institution: | 1. Department of Mathematics and Computer Science , Middle Tennessee State University , Murfreesboro, Tennessee, 37132;2. College of Agriculture , University of Kentucky , Lexington, Kentucky, 40546;3. Northeast Agricultural Regional Office , Klion-Kaen, Thailand |
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| Abstract: | In this paper, the research of Muse and Anderson is extended to include additional comparisons of designs, featuring planned unbalance, for the estimation of variance components in a two-way cross classification model. Their results are extended to Include the following: (i) a small sample study of the original off-diagonal (OD) design and (ii) an asymptotic maximum likelihood investigation of three modifica-tions of the balanced diagonal rectangles (BD) design and one modification of the 01) design to permit the estimation of row, column, interaction and error variance components. Also a general iterative least. |
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| Keywords: | variance components unbalanced designs maximum likelihood estimators iterated least squares two-way classification models |
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