Sentence examples for because of the deviance from inspiring English sources

DIC is clearly influenced by the sample size because of the deviance measure depending on the likelihood, whereas for LS ¯ the number of sampling units does not impact scaling of the mean of the scores.

The best stepwise multiple regression using Generalized Linear Models explained 31% of the deviance for Lu.

The body size-only model accounted for only about 1% of the deviance in threat risk.

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).

The DIC is defined as, where i.e., the posterior mean of the deviance:, and, where is the deviance evaluated at the posterior mean of the model parameters:.

Assessment of model fit was based on comparison of residual deviance to the number of unconstrained data points and assessment of the deviance information criterion.

While the date effect was statistically significant, it explained only 1.9% of the deviance; the gene effect explained 86.6% of the deviance (Table 4).

The posterior mean of the residual deviance and deviance information criteria were used to evaluate the goodness of fit of the model.

The overdispersion parameter (c-hat) was calculated as the ratio between the mean deviance of simulated models and the deviance of the observed model [18].

Predictive deviance (expressed as a percentage of the total deviance) provides a measure of the goodness-of-fit between predicted and raw values.

We additionally remove the TA repeat, because of deviance from HWE (see below), and c.729C → T, because of low rare-allele frequency, when adjusting for multiplicity.