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Among the combinations that we tested, a threshold of 0.3 for habitat suitability and 2 km2 for minimum patch size produced the best fit (area under the curve = 0.9).
We used the C-statistic to assess the overall fit (area under the curve) of each model [ 28].
Model fit was determined by Hosmer-Lemeshow statistics for homoscedasticity [ 32] and the C-statistic to reflect overall fit (area under the curve) [ 33].
and logistic regression (in addition to the above - opportunely revised for logistic models - Hosmer-Lemeshow test for the goodness of fit, area under the Roc curve for the predictive power).
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Fit areas were calibrated using spectra of standard mixtures of pyrite (commercial), nontronite (The Clay Minerals Society, Standard NAu-1), and illite (The Clay Minerals Society, Standard IMt-1) in a ground quartz matrix at 5 atom% total iron to simulate sediment concentrations.
Results of fully confirmatory models were evaluated on goodness of fit, areas of localized strain, and interpretability of parameter estimates.
When the fitting is good, the fitted area of each component can be used as an estimation of its probability.
Basic model-fitting techniques, including variable selection, goodness-of-fit, area under the receiver operating characteristic curve, adjusted generalized R and regression diagnostics (residual analysis, detection of influential cases, and check for multicollinearity), were applied to assure the quality of the multivariate analysis.
In order to investigate the stress distribution of interference-fit area around composite laminates joint, an analytical model is developed for stress distribution based on the Lekhnitskii's complex potential theory.
(iv) The normal inverse Gaussian model has the greatest "good" fitted area for all images and is usually the greatest best fit also. .
However, future changes increasing the temperature, such as those predicted by climate change hypothesis, could expand its fitted area to more northern and interior areas.
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