Sentence examples for in the deviance from inspiring English sources

All ANOVA results indicated that using multiple and combined scores improved the performance of the model by showing that the reduction in the deviance is statistically significant.

Successive model fitting was assessed by change in the deviance statistic.

The change in the deviance of the model was monitored as an indicator of improved fit.

It is worth to note that another common definition of DIC is to use the posterior mean (instead of median) for the parameters in the deviance.

The model comparisons between the linear and the threshold models, based on both the AIC and the difference in the deviance, always chose the linear exposure response model.

To assess whether one model had a better fit over another, the difference in the deviance statistic was used (Table  3).

A new criterion, TE-optimality, is defined, based on the difference in the deviances from the two models, and comparisons are made with T-, Ds- and D-optimality.

Even using this limited age range, improvements in the deviance-based R-squared values due to the inclusion of a multimorbidity measure were still small (ranging between 1.3% and 3.5%).

So in fact the deviance test leads to a p-value that would indicate that the model is not true when n=10 and this is incorrect.

The difference in AIC penalises the deviance metric for the addition of extra parameters in the interest of model parsimony.

The encounter-probability model gave the most appropriate results in terms of the deviance statistic and the lowest Akaike's Information Criterion.