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Fitting a spatial component to the error variance, as we have done here, has been found to give better fitting models for many forestry trials and traits than when modelling only replicate and block effects (Dutkowski et al. [2002], [2006]; Dungey et al. [2012]).
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Nevertheless, the cumulative t-link model was decisively chosen as the better fitting model for this calving ease data using DIC and PBF.
While a better fitting model for heart rate data was achieved when eliminating patients with atrial fibrillation from the regression, this reduced model caused only marginal changes in the effect estimates for covariates at the third significant digit, with the exception of neutrophil count (OR: 1.42 (1.10–1.83) for a 5 × 10/ml increase).
Models 1 and 4 were the best fitting models for all tree species.
The best fitting model for each variable was selected.
The best fitting model for each peak is then determined based on fitting scores, that is, the maximum R value.
The parameters of these covariance matrices were allowed to differ between groups in the models that included one of the three group factors, as this provided for better fitting models.
26 The AIC, BIC and SSABIC indicate relative goodness of fit; lower values represent better fitting models.
The primary basis given for this restriction was to achieve better fitting models and statistically significant E-R trends.
Differences in BIC can be used to compare competing models, with better fitting models having smaller BIC values.
Lower AIC and BIC values suggest better fitting models.
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