Bartlett adjustment for Gaussian random effects meta-analysis

Abstract

Meta-analyses are often based on too few studies to justify the asymptotic methods underlying the statistical procedures applied to them. We consider higher-order asymptotics as a remedy. We derive the Bartlett correction for the idealized Gaussian case, correcting the formula currently appearing in the literature.