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. 2022 Jul 20;3(3):101474. doi: 10.1016/j.xpro.2022.101474

Table 5.

Outputs using the MetaIntegrator statistical method

Parameter Description
effectSize Summary effect size computed using a random effect model
effectSizeStandardError Standard error for the summary effect size
effectSizePval Given summary effect size and standard error, p-value calculated based on a standard normal distribution
effectSizeFDR Benjamini-Hochberg FDR correction for multiple hypothesis testing
tauSquared Inter-dataset variation as estimated by the DerSimonian-Laird method
numStudies Number of studies in which the gene was present
cochranesQ Cochrane’s Q value for evaluating heterogeneity of effect size estimates between studies
heterogeneityPval p-value of Cochrane’s Q calculated against a chi-squared distribution
fisherStatUp Log sum of p-values that each up-regulated gene using Fisher’s method
fisherPvalUp p-value under a chi-squared distribution
fisherFDRUp Benjamini-Hochberg FDR correction for multiple hypothesis testing
fisherStatDown Log sum of p-values that each gene is down-regulated using Fisher’s method
fisherPvalDown p-value under a chi-squared distribution
fisherFDRDown Benjamini-Hochberg FDR correction for multiple hypothesis testing