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The three models were quite similar on the basis of the deviance information criterion (DIC) only (see Table 1).
Model comparison and selection was carried out on the basis of the deviance information criterion (DIC), which is a measure of model complexity and fit.
On the basis of the deviance information criterion, we inferred the most likely number of populations to be nine (Materials and Methods) and labeled each population by the most common geographic location and/or substrate from which the strains were originally isolated (Table S2).
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The goodness of fit for the models was evaluated on the basis of the deviances.
Markers and their combinations were evaluated on the basis of their deviance from the ideal marker.Pathologic stages for pancreatic cancer patients were: 1A-1 (3%), IB-1 (3%), IIA-5 (15%), IIB-13 (38%), III-5 (15%), IV-9 (26%).
31 32 In brief, in the model, multiple temperatures were tested on the basis of the minimum residual deviance of the model.
For example, anomalous cases may be identified on the basis of their statistical deviance from the hypothesized social capital – health association.
The plan to suspend the asylum requests of those considered "socially dangerous" could result in people being expelled on the basis of accusations of deviance rather than convictions.
Our final model explained 78% of the deviance in spatially explicit woody cover trends.
The best stepwise multiple regression using Generalized Linear Models explained 31% of the deviance for Lu.
We formally evaluated the goodness of fit of our models using the total residual deviance (posterior mean of the deviance under a given model minus the deviance for the saturated model) along with the deviance information criterion (sum of the posterior mean of the residual deviance and the effective number of parameters).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com