Exact(1)
Single-label classification and regression cannot model this multiplicity.
Similar(7)
The model captures this multiplicity and its bifurcation analysis has revealed additional steady-state branches, three unstable and one stable.
Regarding the second model: the multiplicity of equally valid mapping positions for sequences repeated in a genome obfuscates their correct assignment to a genomic region, making reads from such regions less "mappable," both intrinsically and due to the processes by which software searches for significant alignments.
Our proposed assembler IDBA-Tran calculates the probability that a k-mer or short simple path (contigs) contains error using not only the multiplicity of the k-mer or contig (or their neighboring k-mers or contigs) but also uses a multi-normal distribution to model the multiplicities of all k-mers in the whole connected component.
We interpret this multiplicity of models as a property of the fiber itself: there is a multiplicity of fiber structures!
However, in modeling this system, the multiplicity and bi-threshold behavior are not theoretically possible according to the designed interactions.
One approach to integrating this multiplicity would be to adjust for the co-existence of other MRI findings in the statistical modelling, but in this study that was not possible due to the lack of power.
It has been shown by using this animal model that tumor multiplicity and size are effectively inhibited when mice are fed on a diet containing EGCG [ 2, 16].
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