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A note on the satterthwaite confidence interval for a variance
Authors:Justus F. Seely  Youngjo Lee
Affiliation:1. Department of Statistics , Oregon State University , Corvallis, OR, 97331;2. Department of Statistics , Hallym University , Chunchon, Kwangwondo, Korea
Abstract:
When using a Satterthwaite chi-squared approximation, it is generally thought that the approximation is satisfactory when it is applied to a positive linear combination of mean squares. In this note, we describe how the Williams - Tukey idea for getting a confidence interval for the among groups variance in a random one-way model can be incorporated into Satterthwaite’s procedure for getting a confidence interval for a variance. This adjusted Satterthwaite procedure insures that his chi-squared approximation is always applied to positive linear combinations of mean squares. A small simulation is included which suggests that the adjustment to the Satterthwaite procedure is effective.
Keywords:Bonferroni inequality  variance component  Satterthwaite approximation  modified large  sample interval  linear combination of mean squares  mixed linear models
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