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Chunk #17 — Methods — Statistical Analyses — Meta-Analyses

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Distinct loci in the CHRNA5/CHRNA3/CHRNB4 gene cluster are associated with onset of regular smoking.
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In addition, the PLINK meta-analysis output provides a measure of heterogeneity with a P-value for Cochrane’s Q statistic. This heterogeneity index in a meta-analysis refers to the variation in outcomes (betas) between studies. The Q statistic is calculated as the weighted sum of the squared differences between individual study effects (individual betas) and pooled effects (summary beta) across studies. Q has a chi-squared distribution with number of studies minus one degree of freedom.