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The first number in the table is the number of compound spectra per realization of sampling when mixing spectra in the co-identifiable set.
The number in parentheses is the number of compound spectra per realization of sampling when mixing only spectra of unique peptides (see text for more detail).
Following the same logic, spectra mixing for other instruments are also done similarly and the corresponding numbers of spectra within each realization of sampling are summarized in Table 5.
For our statistical experiments, we kept only the terms with no less than five mapped genes within the set of weights considered and hence the number of processed terms varied for each realization of sampling (see below).
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Each ROC curve plotted is the average result over ten different realizations of sampling.
A trend building algorithm provides multiple realizations of the trend model based on the spatial bootstrap realizations of sampled data.
Realization of STAT sample analysis using a single instrument within a single shift is the evolutionary goal of the technology.
Assuming that we have a realization of k samples from the Q and the importance weights β i = G0(θ i ) / Q(θ i ) (i = 1,…, k), then the normalization constant appearing in the mixing rate of the (k + 1 -th component can be approximated by (∑ j =1 -th j )−1 ∑ j =1 k β j P(Y|θ j ).
The posterior distribution for each combination of E(T) and SD T) was estimated by undertaking 10,000 realizations using the "number of realizations sampled from priors" function in SIMMAP.
The realization of a single-sample method has several implications: (i) Each sample can be processed as soon as CN estimates from the different sources are available.
Particularly, we plotted a number of independent realizations of the sample trajectories (left {boldsymbol {theta }^{(j)}right }_{j=1}^{M} ).
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