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The model Evidence in the Learning Organization describes how organizational learning contributes to change in healthcare institutions.
MCMC methods are generic approaches to obtain samples from posterior distributions without the need to calculate the model evidence in equation 2 (for details see [ 16]).
This approach has proved superior to the MNM approach, in terms of localization error and model evidence in simulations [Friston et al., 2008], and in terms of model evidence and the plausibility of source reconstructions in real data [Henson et al., 2009a].
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The second mediation model evidenced in our results focused on both paternal and maternal attachment and showed that the somatic condition of migraine acted as a stressor, reducing children's perception of the security of their parental attachments.
Note that the maximum likelihood also favours the correct option, although here the relative difference between RC and FF is smaller than the differences in model evidence.
Here, I use the Log Bayes Factor (LBF) as a measure of relative model evidence, where a smaller LBF indicates better model evidence, and in the present context this means higher predictive validity.
The fixed effects model confirms evidence in favour of the stated hypothesis that the system characteristics (available variety)—generating specific externalities is an important determinant of complexity growth.
The proposed model seeks evidence in relation to six levels of outcomes.
When comparing two models, "weak evidence" in favor of the model with the lower BIC is said to exist when the BIC difference (ΔBIC) is ≤ 2; "positive evidence" when 6 > ΔBIC > 2; "strong evidence" when 6 ≤ ΔBIC < 10; and "very strong evidence" when ΔBIC > 10 [ 29, 30].
Evidence from recently published studies should support the newly developed protocol and providing evidence will perfectly fit into phase 1 of the Pronovost-model; building evidence in favour for the chosen intervention.
On the other hand, some interviewees highlighted the risk that a lack of modelling (or evidence in general) might impede action when needed (table 4c)—a point echoing the concerns of being narrowly 'evidence-based' discussed earlier.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com