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Another promising application of GC is to intracranial local field potentials, which possess high temporal and spatial resolution and which comprise comparatively few variables (as compared to fMRI voxels or EEG sensors).
In the present study, significant changes were found in all the sagittal variables as compared to the control group.
By FMEA we discovered that eight factors should be considered to be high/important risk variables as compared with others.
On the other hand side, PCR models also contained more irrelevant variables as compared to MLR (cf. Additional file 1: Figure S6 for the average number of redundant variables).
A novel Mixed Integer Linear Programming (MILP) model for simultaneous optimization and heat integration of chemical processes is developed as part of this work to reduce the number of binary variables as compared to earlier formulations.
Because refinements are only performed when and where necessary, this method is able to improve the boundary description quality of the optimal result with much less design variables as compared with the case of global refinement, and therefore can greatly reduce the computational burden involved in the sensitivity analysis and optimization process.
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Our results indicate downward as well as upward impacts of applying a grouped rank variable as compared to a continuous variable.
CV -80% yielded stable prediction errors in the outer loop, which were less variable as compared to the other cross-validation designs.
N s (number of sub-carriers) is the preferred choice of variable, as compared to B, due to its integer granularity.
In comparison, ZnO NPs formed by precipitation technique (Fig. 3a f) were discrete and less variable as compared to ZnO NPs formed through nano spray drying method.
Factor loadings used to determine the relative importance of a variable as compared to other variables in a PC were classified as 'strong'moderateand'weakd 'weak' corresponding to absolute loading value of >0.75, 0.50 0.75, and 0.30 0.50 respectively [44, 45].
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