8Egger’s regression model can be represented as ˆβ i = α + ρSei + ϵi with the variance of ϵi proportional to 1∕Sei2 where ˆ
β i and Sei are the observed effect size and the associated standard error obtained from study i respectively, α is the intercept and ϵi is the error term. The bias is measured by ρ. If ρ is significantly different from zero, this is a sign of publication bias (Peters et al. 2010)