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Extended tests for non-zero between-study variance

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The ANOVA F-test, James tests and generalized F-test are extended to test hypotheses on the between-study variance for values greater than zero. Using simulations, we compare the performance of extended test procedures with respect to the actual attained type I error rate. Examples are provided to demonstrate the application of the procedures in ANOVA models and meta-analysis.
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Keywords: ANOVA model; between-study variance; generalized p-value; power; type I error rate

Document Type: Research Article

Affiliations: Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA

Publication date: July 1, 2013

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