Sentence examples for a smaller deviance from inspiring English sources

Model II provided a better fit to the data compared to Model I with a smaller deviance and BIC, as well as smaller correlation residuals.

A smaller deviance implies a better fit but attention should be paid also to the degrees of freedom, which is in turn a function of the difference between the number of observations and the number of estimated parameters in a given model.

A comparison study of a multilevel and a spatial mixed model for investigating place effects on health outcomes by [ 22] showed a smaller deviance for spatial mixed model than a multilevel model, and that the Moran's I statistic showed residual spatial autocorrelation unaccounted for by the multilevel model.

As Dunstan's home was situated on George Street, Norwood, it was only a small deviance from Playford's normal route to his home in Norton Summit.

The SNPs rs2107301 and rs757343 showed a small deviance from HWE, however, could be incorporated into the further analysis as we performed several control steps.

The deviance, defined as −2 times the log-likelihood, is a measure of goodness of fit; smaller deviance means better fit to data.

In general, a more complex model will result in a better fit to the data, demonstrating a smaller residual deviance.

The random effects model without covariates was associated with a smaller residual deviance than the fixed effects model without covariates.

Even in the smaller deviance size paradigm utilized for the present study, the deviance size between standard and deviant stimulus tones had a frequency of 1000Hz.

It is possible that the variation in the smaller deviance size paradigm was sufficient to elicit the large negative component.

Models with RDP exposures had smaller deviances compared to the models with only γ-ray doses (not shown), and addition of γ-ray dose term to the model with RDP exposures did not significantly improve the model fit (p=0.71 and 0.54, mortality and incidence, respectively, not shown), indicating that the observed increases in risks were primarily due to RDP exposures.