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Confidence Regions and Intervals for Meta-Analysis Model Parameters

Summary: [This abstract is based on the authors' abstract.] This article obtains confidence regions for the heteroscedastic, one-way random effects model’s parame- ters the heteroscedastic, one-way random effects model. The confidence regions are based on canonical representations of the restricted and profile likelihood functions in terms of independent normal ran- dom variables and χ2 random variables. These regions provide conservative confidence intervals for the common mean and heterogeneity variance. Mathematical details and the R code are available online as supplementary material.

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  • Topics: Statistics
  • Keywords: Confidence intervals, Heterogeneity, Parameters, Mean, Statistics, Distributions
  • Author: Rukhin, Andrew L.;
  • Journal: Technometrics