An inertia weight, w, is used to bias the current velocity based on its previous value, such that when the inertia weight is initially being greater than 1 the particles are biased to explore the search space.
Network meta-analysis models can be extended with treatment-by-covariate interactions in an attempt to adjust for this confounding bias or to explore sources of heterogeneity [ 9- 14].
Because of a potential publication bias and to explore the impact of study quality on the effect estimates, we conducted two sensitivity analyses.
Finally, we conducted a bias analysis to explore differential misclassification of psychiatric covariates among cases and controls, given that cases may have been treated in a psychiatric facility more than controls before committing suicide, and may therefore have a more accurately recorded psychiatric history (Table 3).
Nonetheless, we evaluate the estimates produced by potentially biased approaches to explore how they compare with the unbiased approaches.
Instead, the paper reads like a very biased expedition to explore a few reported properties of RGG boxes and RNA G-quadruplexes based on prior literature, not all of which is high quality and many conclusions are from in vitro studies with unclear in vivo relevance.
Despite the high correlation between the two language versions, the observed poor fit (indicating poor construct validity) and bias led us to explore potential sources of bias and items of concern.
Although the similarity in education indicates that this should not create significant bias, the issue of selection bias remains difficult to explore fully.
A participant in such a dialogue learns to listen to the other without resistance; suspends or becomes aware of their assumptions, images and biases; is ready to explore underlying causes to get to deeper questions and issues; creatively envisions new possibilities; and creates a collective flow (Isaacs, 1999).
Join the Rev. Chris Brady for a conversation about implicit bias, how to begin to explore what yours are, and how to gradually unlearn our unhelpful implicit associations.
