Sentence examples for by plotting the deviance from inspiring English sources

17 Outlying points were considered by plotting the deviance residuals against the leverage for each participant.

The model fit was evaluated by plotting the deviance residuals against the covariates [ 21].

Model fit was inspected by plotting standardised deviance residuals against covariates and predicted values.

The proportionality assumption can be checked by evaluating the log{- log S KM (t)} or by plotting residuals (Cox-Snell, Martingale, or Deviance residuals) or by adding time-dependent covariates in the model [ 12, 35, 46].

15 We also plotted the posterior mean deviance of the individual data points in the inconsistency model against their posterior mean deviance in the consistency model to identify any loops where inconsistency was present (see online supplementary appendix 11).

We repeated for all threshold values and finally plotted the sums of the deviance versus the threshold values.

Plots of the deviance residuals versus fitted values and against each of the explanatory variables were used for model validation.

Therefore, in those cases where we found an effect of the plot sex ratio treatment, we also analyzed the effect of brood sex ratio manipulation by including the deviance of the final experimental brood sex ratio from the final experimental plot sex ratio (referred to as the relative experimental brood sex ratio) while keeping the plot sex ratio treatment in the model.

We calculated the percent deviance explained by season, day-of-week, and holiday patterns by estimating the deviance from a null GLM and a full GLM model with the season/temporal trend, day-of-week, or holiday term; the full deviance was subtracted from the null deviance and then divided by the null deviance.

The statistical significance of a logistic regression result was obtained by comparing the deviance with the 'null deviance'.

c The significance of the factor is assessed by comparing the deviance for the model including that factor and the deviance for the null (no factor) model and is indicated by *p<0.05 ***<0.01 *** p<0.001.