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 |