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Based on this analysis, it is proposed to terminate the search if the improvement in variance of two selected performance metrics obtained in recent generations is statistically insignificant.
Relative efficiency (RE), calculated as the ratio between the estimated variances of two different inventory approaches, was used as measure for improvement in variance for one approach over the other.
A confirmatory analysis with 4 factors showed a small improvement in variance (67%) [ 42].
While the oblique bi-factor model accounted for a marginal amount of variance (GFI = 0.8616), an acceptable improvement in variance above a null model (CFI = 0.9073) was observed.
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However, with the wealth of microarray and other publicly available gene expression data readily accessible on public repositories, these sources of information can be leveraged to make improvements in variance estimation.
The comparative improvement in SINR variance level becomes negligible in (4 × 4, 2 3 MIMO IC, since variance of the VM approaches other algorithms, as presented in Table 2. On the other hand, VM achieves data rate better than Max-SINR as seen in Fig. 6.
With the experimental data of K2SO4 solution a considerable improvement in the variance of the finally estimated concentration was obtained.
Such preprocessing of the data resulted in a remarkable improvement in stabilising variance.
These results show a clear improvement in explained variance after the interaction variable is included in the model.
Incidence rates during the development period compare well (R = 0.928) with a 5 6% improvement in total variance explained compared with the model 1 baseline.
Incidence rates during the development period compare well (R = 0.901), with a 5.5% improvement in total variance explained compared with the model 3 baseline, and model 4 captured the severe outbreaks better than model 3 without losing skill during intermediate periods.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com