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Due to the concerns of model identification, and relatively smaller sample size, we used the PLS based structural equation modelling instead of the covariance-based structure equation model.
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The article is mostly expository, but we do prove some new results concerning existence of model structures.
We implemented a minimum terminal group size requirement of 20 cases out of concern for model stability.
The second level of distinction between real and pseudo data science concerns the notion of "model richness" used to create and understand predictive models.
Across different application areas, a key question concerns the handling of model uncertainty.
The first concerns the methodology of model reduction and involves approximation of one model by another one of lower dimension without affecting dynamics of experimentally measured species.
As a result, AGC and primary frequency response will step in, but it is beyond the concern of UC model in this paper.
Considering the permanent controversy concerning the evaluation of model fit, it was impossible to evaluate the fit of the model independently.
[ 7] Another topic of debate concerns the model of care provided.
Bayesian model averaging (BMA) is one method that can help eliminate the concern of multiple models and provide more realistic estimates of the uncertainty of relative risks (Clyde 2000).
This fact might raise concerns about the subjectivity of model inputs and leave space for challenging the study results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com