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The observations Y n are then assumed to be independent conditionally on X and the contextual information are considered only through X, which provides a well-designed formalism that permits to consider the data contextual information while keeping the model simple and the necessary estimation procedures workable.
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We considered only blood specimens collected through venipuncture.
To simplify the description of diffusion on the medium, we considered only two-dimensional diffusion through the thin fluid film that coats the surface of the medium and not through the agar matrix itself.
The first Copenhagen Consensus considered only the predominant idea of cutting carbon emissions through a cap or tax.
None-the-less, extrapolations should be considered only tentative at this stage, and need to be confirmed through other approaches.
So far, the adventitia was considered only as an assembly of fibroblasts, nerves, and microvessels travelling through an extracellular matrix.
The simplified method for radiation streaming through bent ducts with a point source was previously derived by an optics analogy considering only components passing through the duct without enormous preparatory calculations.
Considering only knowledge produced through methods limiting bias and random errors, 29 studies using so-called less robust designs, including research designs used in social sciences, were excluded, even though they provide valuable scientific data.
Again, compressive force of at least 2.0 Kilo-Newtons is weighted overproportionally (squared) in relation to the respective action duration, i.e. analogously to dose models 1 to 4. No shift-dose thresholds are considered as in all dose models 4 to 10. - Dose model 6 is comparable to dose model 5, but considers only lumbar load through trunk inclination of 75 degrees or more.
These examples, however, consider only the marginal distribution through unconditional means and variances (and hence unconditional dispersion), thus the true significance of the sCMP class is subdued.
Current genome-guided techniques for feature identification range from considering only gene annotation databases through to transcript assembly based on novel gene and splice variant identification directly from read information (such as performed with Scripture and Cufflinks) (Guttman et al., 2010; Trapnell et al., 2012).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com