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The use of univariate selection for model development is developed formally for Cox regression by Tibshirani (2009), and implemented by the R package uniCox.
The model development is also displayed in Supplementary Fig. 5.
The history of model development is briefly outlined.
Model development is still necessary to improve the prediction of the nucleate boiling regime.
Finally, the usage of model development is considered with an original concept of a readout circuit.
An often overlooked aspect of model development is the role of class resolution.
Whilst further model development is needed, the approach is showing promise as a cyclone design tool.
Model development is pursued using a set of fundamental questions addressed with carefully designed metrics.
Thereby, a targeted and efficient approach for physical property model development is achieved.
The most convenient way to work with the CellBuilder, at least during model development, is to use the Continuous Create checkbox.
One challenge in model development is that, with limited experimental data, multiple models can be consistent with known mechanisms and existing data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com