Sentence examples for model fitting criteria from inspiring English sources

We compared candidate models to obtain an optimal model based on model fitting criteria and clinical context.

This is the motivation for us to turn to the recently developed methodology, group Lasso, which performs variable selection with respect to model fitting criteria that penalize intra- and inter-group variable inclusion differently.

Specifically, we applied automated rules with no manual interpretation of results with respect to the following: a) selection of the BMR value, b) choice of the models(s), c) model fitting criteria, d) computation of the BMDL, and e) reporting of BMD and BMDL values.

Studies have also explored: the use of non-linear functions to adjust for confounding (e.g., season), allowing non-linear exposure-response relationships, and the use of model fitting criteria [ 17, 18].

Model selection based upon model-fitting criteria, such as Akaike's information criterion, Bayesian information criterion or the coefficient of determination, are standard measures considered when choosing a regression model.

Based on the model fit criterion proposed by Hu and Bentler (1999) (CFI > .95, RMSEA < .08, and SRMR < .08), a good fitting result and construct validity were obtained.

Individual models meeting the fitting criteria were grand averaged and used as a source model, or SSP "virtual sensor", used to derive the time course of auditory activity following odd-ball stimuli for each subject.

To characterize how well each of the four models reproduced individual fitting criteria, we generated a standardized grading system that accounted for the unique nature of our dataset (Table 6).

38, 39 Likewise, Nguyen et al. analyzed the viral kinetics during treatments with alisporivir and/or peg-IFN 40 and found that using the PK-VK model improved the fitting criterion (BIC) and reduced the residual errors by nearly 20%, compared to the CE model (unpublished result).

By applying different fitting criteria, 49 single models were selected, providing a good fit to the observation data from a model ensemble of 10,000 realizations.

Model fitting and Akaike's information criterion (AIC and AICc) model selection suggest that these trends can be represented with the double exponential decay model, reflecting geologic processes.