© 1971 by Biometrika Trust
Recovery of inter-block information when block sizes are unequal
University of Edinburgh
A method is proposed for estimating intra-block and inter-blook weights in the analysis of incomplete block designs with block sizes not necessarily equal. The method consists of maximizing the likelihood, not of all the data, but of a set of selected error contrasts. When block sizes are equal results are identical with those obtained by the method of Nelder (1968) for generally balanced designs. Although mainly concerned with incomplete block designs the paper also gives in outline an extension of the modified maximum likelihood procedure to designs with a more complicated block structure.
Key Words: Analysis of incomplete block designs • Components of variance • Designs with unequal block sizes • Recovery of inter-block information • Maximum likelihood
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S. W. Raudenbush A Crossed Random Effects Model for Unbalanced Data With Applications in Cross-Sectional and Longitudinal Research Journal of Educational and Behavioral Statistics, January 1, 1993; 18(4): 321 - 349. [Abstract] [PDF]
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