Sentence examples for model comparison framework from inspiring English sources
> This model comparison framework is a useful and versatile tool.
The main difference between our methods and the previously existing ones is that our Bayesian model comparison framework automatically incorporates information about the factors affecting power of the study (such as the number of PTV carriers).
The research framework of this study is shown in Figs. 1 and 2. Fig. 1 Models comparison Fig. 2 Research framework of this study.
We focus on the particular challenges to modelling porous materials comprising discrete organic molecules in comparison with framework materials that are interconnected in 3-dimensions by chemical bonds.
Our framework facilitates comparison between models, testing new models against known phenotypes and simulating new phenotypes in existing models.
This framework of model comparison achieves a trade-off between data fitness and model complexity and the quantified model error not only helps in calibrating and comparing the models, but also in making better predictions and guiding model refinements.
Tooling is provided through the Eclipse Modeling Framework (EMF) using its (meta-) model edition, constraint validation and model comparison features.
Due to the Bayesian framework, the model assessment of BSEM is more like a model comparison that is not based on χ 2, RMSEA, CFI, etc.
Original contributions include novel metrics and visualization techniques for understanding model error and a new robustness framework that accounts for variability in model comparison.
However, model comparison in a Bayesian framework can be achieved by calculating the Bayes Factor (BF), which is the ratio of the marginal likelihoods with respect to the prior of the two models being compared [38].
