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The congestion level and the crowd danger may help in the design of pedestrian facilities by simplifying interpretation of results from simulation and efficiently identify hotspots or design flaws.
For larger polyubiquinated proteins, the greater sizes of the C-terminal ions result in broader isotopic profiles, lower average ion current, and significant m/ z overlap, diminishing their detection and simplifying interpretation of the resulting MS/MS spectra.
The described signature does not include the modestly prognostic hormone receptor and HER2 markers and remains prognostic when proliferation, assessed by Ki-67 IHC score is included in the analysis, thereby simplifying interpretation of the resulting score relative to these standardly used markers.
Ideally, the number of resulting sets is smaller than the number of genes in the list, thus simplifying interpretation.
Furthermore, in contrast to computational deconvolution, the final model-convolution simulated image is generated by incorporating known physical and molecular information about the system, thus simplifying interpretation of the results.
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The variables from the descriptor calculation step usually need to be selected for the following reasons: removing unneeded, irrelevant or redundant features, simplifying models for easiness of interpretation, and shortening training time [67].
This paper introduces the notion of correctness kernel of an abstract interpretation, a methodology for simplifying abstract domains, i.e. removing abstract values from them, in a maximal way while retaining exactly the same approximate behavior of the system under analysis.
Modelling a mediating non-linear relationship would greatly increase the complexity of the modelling and the difficulty of interpretation; therefore, we make the simplifying assumption of linearity and accept the consequential slight misspecification of the model.
The interpretation of pharmaceutical claims data supporting this study involved several simplifying assumptions that potentially impact the conclusions drawn from this study.
In the following proposal for causal interpretation of each type of arc, we will make the simplifying assumption that each arc is independent from the other ones.
The interpretation of KIEs can be very complicated, even under the above simplifying assumptions, if excited vibrational states are involved in the reaction mechanism.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com