The Improvement of Testing Methods for Heterogeneity in Meta Analysis
Qin Chao-ying
Abstract
Qin Chao-ying
Abstract
Based on the I2 statistic,which could test the heterogeneity level in Meta-analysis,then the method estimating the heterogeneity level ground on the Q statistic is discussed,the heterogeneous variance τ^2 and H statistic while also provide the corresponding judgement standard.Although the results have indicated that these methods are all equivalent,the method which adopts heterogeneous variance τ^2 to estimate the heterogeneity level is more intuitional and credible.These methods with example to discuss the feasibility and availability are also compared.
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Based on the I2 statistic,which could test the heterogeneity level in Meta-analysis,then the method estimating the heterogeneity level ground on the Q statistic is discussed,the heterogeneous variance τ^2 and H statistic while also provide the corresponding judgement standard.Although the results have indicated that these methods are all equivalent,the method which adopts heterogeneous variance τ^2 to estimate the heterogeneity level is more intuitional and credible.These methods with example to discuss the feasibility and availability are also compared.
Key concepts: Statistic, Study heterogeneity, Statistics, Variance (accounting), Meta-analysis, Variance components, Judgement, Test statistic