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While a data cleansing method can uncover a number of possible errors in a data set, it does not address other, more complex errors.
As an example, the method can uncover each significant resolution level in the well-known synthetic hierarchical network model RB [ 21], see Figure 1 in [ 16].
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For example, social scientists studying human group dynamics have focused heavily on research design and statistical methods that can uncover patterns of causation within a network, says political scientist David Lazer of Harvard University.
The extensive tests on other materials including metal, alloy, semiconductor and insulator also manifest that the DFEI method can easily uncover the rest anharmonicity that the quasi-harmonic approximation (QHA) omits.
These data suggest that the BN+1 expansion method can faithfully uncover hidden or unknown genes for a selected pathway with significant biological roles.
The results demonstrate that our method can effectively uncover the essential signaling components mediating a signal transduction process.
Validation on several signaling networks shows that this method can effectively uncover the essentiality of components mediating a signal transduction process.
Compared with most existing methods for outlier analysis, the GTI can uncover outliers by determining a cut-off based on all samples (both cancer and normal) and standardizing the score to achieve better comparability across genes.
These studies also demonstrate that multiple methods of analysis applied to gene expression studies can uncover important clues into disease pathogenesis.
This observation points at the power of a screening strategy employing phenotypic selection, as, unlike primer-based methods that require known sequences as starting point, it can uncover novel genes performing similar functions.
It is certain that next-generation RNA sequencing to a high coverage can uncover novel ncRNAs that cannot be characterized with traditional methods, thus providing valuable information on the genome-wide picture of RNA processing.
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