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We continue to use the notations from Section 2. Note that the following general consideration always covers the very well interpretable specific case that S = E a, p and thus O S = O a, p, q.
As mentioned above, this is still a rough approximation of truth, but it has the advantage of yielding numerically tractable and well interpretable results.
Each of the 3 types of interaction only gives an approximate representation of the 'truth' but has the advantage of being numerically tractable and well interpretable.
The factors were well interpretable and their contents clearly confirmed the designed scales.
Values below 1 are well interpretable and indicate "underdispersion," e.g. through artefactual duplication of data.
Adding the residuals to the overall mean of the serum values yields a well interpretable adjusted variable.
Similar(47)
Remarkably, our analysis of cis-regulation revealed that the these two functionally well-interpretable eigensystems were regulated by distinct sets of transcription factors, with AP1 and SATB regulating the eigensystem reflecting inflammation/apoptosis, and numerous TFs including Creb and Egr regulating the eigensystem reflecting neuronal synaptic activity.
Our PPLS model provided insight as well as interpretable results across the two cohorts.
Additional complexities arise when considering how long PGx researchers in the pharmaceutical industry would be obligated to provide updates to the scientific relevance of reported findings, since a finding with no known medical consequences or PGx significance today may well be interpretable in the future.
Of the three principal parameters used to classify chemicals, toxicity is the least well described and interpretable.
The approach we have taken uses FCFP_6 fingerprints as well as 8 interpretable descriptors, and therefore the models do not depend on molecular weight and rotatable bond number.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com