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If, on the other hand, The X Factor's scouted acts do get funnelled into a completely separate, considerably smaller set of auditions along with the acts being submitted by well-known management teams, and if (in common with at least one other talent show) they are told at the outset that they are guaranteed a place in the live finals, then by all means keep paying those scouts.
Therefore, even with many millions of SNPs (e.g., in imputed data), the resulting genetic relatedness estimates are highly similar to those obtained from a considerably smaller set of SNPs.
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Thus, the considerably small set of sequences used to train the pHMMs appears not to impair the sensitivity of the ortholog search in this particular case.
These results demonstrate that first, the principles governing the yield of LC-MS/MS experiments seem to be well captured by the extended infinite Markov model and second, proteome coverage progression can be confidently predicted from a considerably small set of experiments.
The validation set is considerably smaller than the training set, thus restricting the power to make comparisons of the two approaches.
We notice that the size of the parameter set that permits transient responses is considerably smaller than the parameter set that permits sustained responses.
The prolactin signalling gene set was considerably smaller (27 genes, 1569 SNPs) than the involution and mammary development sets, since it only represents only one signalling pathway, while mammary development and involution represent the combined effects of several sub-pathways (Table 2).
Confidence intervals recovered from the data set were considerably smaller than those obtained from the null hypothesis (Table 3), suggesting that the data set contained an appreciable amount of information to support the results.
Nonetheless, this approach is not optimal in measuring the confidence of N-linked glycopeptide matches, because the glycopeptide data set is considerably smaller compared to that of peptides, and the requirement of a consensus sequence for N-glycosylation further limits the number of possible decoy glycopeptides tested in a database search.
This set is already considerably smaller than typical screening libraries in industry.
Our numerical tests show that the two-way wave equation approach yields more accurate results than the standard one-way wave equation for the level set advection, at a considerably smaller computational cost.
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