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http://dx.doi.org/10.5351/KJAS.2015.28.6.1093

Variance Components of Nested Designs  

Choi, Jaesung (Department of Statistics, Keimyung University)
Publication Information
The Korean Journal of Applied Statistics / v.28, no.6, 2015 , pp. 1093-1101 More about this Journal
Abstract
This paper discusses nested design models when nesting occurs in treatment structure and design structure. Some are fixed and others are random; subsequently, the fixed factors having a nested design structure are assumed to be nested in the random factors. The treatment structure can involve random and fixed effects as well as a design structure that can involve several sizes of experimental units. This shows how to use projections for sums of squares by fitting the model in a stepwise procedure. Expectations of sums of squares are obtained via synthesis. Variance components of the nested design model are estimated by the method of moments.
Keywords
variance components; nested structure; projection; type I sums of squares; synthesis;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
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