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When the Jacobian is constant, it is demonstrated that the new method produces lower penalty parameters than existing methods in the literature in all cases, which translates directly into savings in the solution time of the resulting linear system.
We demonstrated that the new normalization method produces lower standard deviations and is more stable than other methods.
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The NuGEN Ovation labeling method produced lower overall signal and lower background on the arrays.
The VAS method produced lower estimates than the standard gamble method for all health states (all P<0.001).
The Visual Analogue Scale method produced lower estimates (P<0.001) than the standard gamble method for all health states.
On the ER-positive, ER-negative and triple-negative subgroups of the UNC cohort, our method produced lower classification error rates than standard gene centering.
DRR and RK methods produced lower statistical error values, in pine stands and shrubland, when compared to kriging and deterministic interpolators.
While more sophisticated methods produce lower detection limits, the CVAAS method used in these analyses was sufficient as it clearly and reliably demonstrated significant levels of mercury in 45% of the HFCS samples analyzed.
Our work shows that the quality of the alignment is critical for correct assignment of pairs of residues in covariation analyses; unfortunately, all alignment methods produce lower-quality covariation predictions when erroneous sequences are included.
Radiofrequency has become popular for its effectiveness in reducing rhytides and skin laxity by sparing the epidermis through a method that traditionally produces lower temperatures than lasers and can be focused specifically to the dermis.
If the CPU cost is taken as fixed, that is run times are equal for both numerical methods, then PLMDE uniformly produces lower errors than WENO for the fixed computation cost on the test problems considered here.
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