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The actual path of model development can be extremely different, even for the same system, because the path depends on the question addressed, the availability of data, and the consideration of specific expert knowledge, in addition to the experience, background, and modelling preferences of the modellers.
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The main advantages of the revised model include the use of spatially-explicit, globally available input data, and the explicit consideration of hydrological connectivity in the landscape.
Taking these data and the technical considerations into account, there is room for debate whether LOH and MSI by themselves are suitable as sputum biomarkers for lung cancer.
In Table 1 we provide a data mining primer that explains the basic steps involved in microarray data analysis and the considerations that arise [ 125- 129].
The data and the process under consideration is the same as [41].
Moreover, clinical and experimental data support the consideration of endothelium as a target for sexual hormones [9].
In addition, the applied measurement model could be more exhaustive if it took into account the multilevel structure of the data and gave consideration to scaling models that have more parameters (or dimensions).
However, in others [ 12, 15], there was sparse interpretation of data and little consideration of the limitations associated with the method of data collection.
Regardless of your creative type or your behavioral nature, a message delivered with clarity, thoughtful integration of data and consideration for the needs of others on the team and the organization will land well with upper management and decision makers.
According to our data and considerations, the UK scheme has an educational component largely as a by-product of participation, but it can easily be used as a form for medical revalidation.
Potential issues about cross-country comparability of the data and the short period under consideration call for caution in interpreting our results, however.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com