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The R2 values for these three trend surfaces are 0.9889, 0.9652, and 0.9702, respectively, at 95% confidence levels it means that these three models fit effectively.
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Slim models fit in tight storage.
All models fit the data well.
Thus, both models fit adequately.
For [125I]SGMIB-MNT, the relationship between clonogenic survival and radioactivity concentration added to the medium was poorly fitted by a one-exponential model for both cell lines but were fitted effectively with two-exponential equations.
KLR also can be fitted effectively using IRLS [ 15].
A further advantage of the best model fitted by mixtures of LAMs with regularized estimation is that a noise component is also formed where only a linear function is fitted effectively (see Component 15) and no change of the gene expression over time is observable.
Although sequencing errors are not explicitly modeled, by excluding points in the abundance spectrum at abundances less than half of the fitted abundance of the main peak, low-abundance sequencing artifacts effectively do not affect model fitting.
The three RSM relation models were fit well and effectively represent PRAC characteristics after a series of fatigue and freeze-thaw cycles.
Numerically, the question of which theoretical model fits the real database best can be answered most effectively by so-called fit indices.
As this will effectively reduce the sample of data we use for model fitting by a small factor, we choose to increase the sample size by 20%.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com