Example sentences for: qspline

How can you use “qspline” in a sentence? Here are some example sentences to help you improve your vocabulary:

  • First, the qspline method is computationally more efficient than the lowess methods; second, owing to the random sampling procedure, lowess-based methods will give slightly different results for each data fitting whereas the spline methods are deterministic; and third, the quantile-based approach of qspline can normalize arrays with different numbers of features.

  • The comparison of normalizing curves shows that the lowess method generated smoother curves than the cubic spline methods (qspline and invariant set) and that the spline-based curves were very similar.

  • Reductions in variability for lowess, qspline and invariant-set methods were comparable for both treatment and control replicates of oligonucleotide data.

  • The qspline normalization resulted in the most similar array distributions, which are indistinguishable from each other in Figure 2.

  • Either lowess or qspline alone provided more effective normalization than dye-swap averaging.


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