Sentence examples for best fitting model obtained from inspiring English sources

The best fitting model obtained (lowest AIC and significant ΔAIC ≥ 2.5) included the factor locus only, whereas year and the interaction between year and locus were not significant (ΔAIC ≤ 1.7).

BSS, in fact, starts with the full model containing all predictors, and then goes backwards removing one predictor at a time, until the best fitting model is obtained.

For each equation, all the variables in each predictor set were entered simultaneously into a stepwise regression procedure where the significance of each variable which is introduced into the model is assessed until the best fitting model is obtained.

Model comparisons showed that for all diagnostic groups the best fitting model was obtained by including population mixing and deprivation in their continuous forms, except for leukaemia in which the inclusion of deprivation score did not improve the model fit (Table  4).

The use of an improved optimisation approach based on MCMC and Bayesian techniques provided increased confidence than in previous analyses that the best fitting model was obtained, as well as allowed a more thorough assessment of model adequacy and model parameters to be made.

Multicolinearlity and interaction of the predictor variables was checked until we obtained the best fitting model.

Multi-colinearlity and interaction of the predictor variables was checked until we obtained the best fitting model.

Using the Mallow's Cp criterion, the analysis of the 27 reaction mixtures showed that eight parameters (R 0.848) were needed to obtain the best fitting model.

We primarily used the Akaike information criterion to select the 'best' fitting model, however when this model produced an estimate that differed markedly from the weighted estimate (averaged across all fitted model using the Schwartz criterion as a weight) then the Schwartz criteria was used to obtain the best fitting model.

Trees obtained under the best fitting model were almost identical among the three model classes (data not shown).

The table presents only results that were obtained by the best fitting model relevant to each study.