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Because the regression models are saturated models, issues of model fit did not occur.
The issues of model over-parameterization and non-uniqueness are addressed through identifiability analysis.
This paper also discusses important issues of model transformation, such as semantics mapping, data type mappings and transformation rules.
It should be also noted that similar approach to system analysis is present in the issues of model selection and working point detection problems.
Issues of model quality are emphasised, together with model reuse, the development of libraries of sub-models, the potential of generic descriptions and use of modelling within procurement.
Traditional approaches of building spatial decision support systems based on a GIS environment have not fully addressed the issues of model sharing and reusing among different application systems.
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The taskforce is backed by the London Development Agency whose chairwoman, Mary Reilly, said yesterday: "London Fashion Week makes a vital contribution to London's economy, and it is important that the issues of models' size and health are addressed".
The article concludes by discussing issues of model-based prediction, including multimodel averaging.
In a recent work, Wang et.al. highlight the long execution times of iterative reconstruction approaches and address the cache utilization issues of model-based iterative reconstruction (MBIR) [23, 24] using optimized buffers called supervoxel.
The more global issues of modeling are not addressed by your work, and belong more appropriately in a review article.
The issue of model parameterization in the context of modeling in toxicology has been already addressed in 1995 by Andersen et al [ 24].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com