Sentence examples for model with deviance from inspiring English sources

aThe best two-variable model with deviance 92.9 and Hosmer-Lemeshow test, χ2 = 0.92; P = 0.1.

bThe best three-variable model with deviance 132.3 and Hosmer-Lemeshow test, χ2 = 11.62; P = 0.17.

The model with lower deviance information criterion (DIC) was preferred.

A model with lower deviance provides a better fit to the data and hence will be preferred.

Among these, a model is chosen that has the greatest agreement to data, given its number of effective parameters, as measured by the model with smallest deviance information criterion (DIC) [ 13].

The amount of variance explained by climatic variables was calculated as Deviance(model constant) - Deviance(model with covariate) / Deviace(model constant) - Deviance(model with time dependent parameter), as per [21].

For traits measured in hermaphrodites, the model with the lowest deviance information criterion (DIC) included an interaction between treatment and generation, and covariance between traits (Table  1).

We computed θ II) for three alternative models (full model, f = 0 model and f-free model) and selected a suitable model with the lowest deviance information criterion (DIC).

A model was evaluated objectively with deviance and p-value for Reduced Model RM t) by a backward elimination method from Full Model FM) and it was also presented as an independent graph model with edges and lines.

Superimposed on this broader environmental constraint, conifer cover displaces aspen cover and shows a positive correlation with model deviance (r = 0.344).

When the difference in deviance was found to be insignificant we kept the simplest model: in cases where the difference was significant, we retained the model with the smallest residual deviance.