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Sparse values in the similarity matrix (i.e. proteins that had no similarity with E-value ≤ 1e-10) were assigned a similarity value of 10.0 (-max-distance paramethe of the program).
The frequency of each variable was examined to identify sparse values prior to inclusion in the tree.
The reason is that we aim at generating sparse values, for which we use Laplacian priors (in contrast to the commonly used Gaussian priors).
Despite the fact that research regarding personal values of nurses and physicians is sparse, values and their distribution among various types of population have been thoroughly investigated [ 18].
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Given the sparse missing values, rather than employing a complex imputation procedure, the few missing values were simply replaced with the mean value prior to analysis.
Local gradient information is combined with the sparse absolute values which work as anchors to guide the integration process.
CGH data consists of sparse categorical values (gain, loss and no change).
The main advantage of this approach was to allow us to integrate data from patients with sparse ANC values.
The number of peaks is lower than in the previous plot, with a few sparse high values, and no peaks in the pair score.
Our ideal membership vector selects a small number of exons ("sparse") whose values are close to each other in magnitude ("smooth"), while the rest of exons are close to zero.
As the fu of marbofloxacin in swine plasma was sparse, the value in dog plasma was used to substitute that.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com