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The one selected was B2 since it explained a higher deviance than A2.
Models that did not allow for regression had higher deviance (poorer fit to the data).
Including patient-level covariates (model IV), however, gave a higher deviance information criterion than that for model III, indicating a worse fit.
Lastly, a small body of research suggests that individuals high in emotional intelligence achieved lower negotiation outcomes in negotiation dyads compared with their lower emotional intelligence counterparts (Foo et al., 2004), or may develop higher deviance tendencies in emotionally standardizing environments (Lindebaum, 2012; see also, Winkel et al., 2011).
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The model evaluation against all the training data (group I in Supplementary Data 1; statistically called within-sample evaluation) indicated that the regular Michaelis Menten model did not adequately describe the SOC decomposition with priming and replenishment, showing a relatively high deviance information criterion (DIC) and a low data model agreement (Fig. 4c and Table 1).
Table 3 shows considerably high deviance for the RSM, which indicates that the PCM fits the data better.
Model cv deviance equalled 1.182, the highest deviance for any of the individual models, with third order interactions present between predictors (Table 2).
The combined-PI risk predictor had the second highest deviance (8.61) following tumor size (9.36), indicating good fit of the model.
The selection of the variable to add next was determined by which variable provided the highest deviance explained in a model fit with the residuals of the previous model and each of the variables separately.
Thus we assumed lower functional status and higher standard deviance.
Corresponding alternative models (e.g. quasipoisson or Gamma with log link) had higher residual deviance and were therefore not considered.
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CEO of Professional Science Editing for Scientists @ prosciediting.com