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Among these methods, we note those which use time domain statistics [8], spectral features [9], autoregressive modeling [17], and linear prediction error energy [18].
A further simplification in preselection is achieved by neglecting weights on evaluating, that is, by considering in (B.2) to yield (37). Within PBG methods, we note that this approach becomes optimal when the scheduling objective coincides with the maximization of the SR.
While these results do cast doubt on the ability to classify positive and negative reviews from single sentences using dictionary based methods, we note that we need not expect the sentiment of individual sentences to be strongly correlated with the overall review polarity.
While the precise sequence of the mature microRNA that is listed was produced based on probabilistic methods, we note that the calculated seed sequences (positions 2 8) have a 32.9% identity with known microRNAs (p<0.0001, chi-square, see File S2 for identities of shared seeds).
To reflect all this, we added the following text to the Materials and methods: "We note that in this case we used the observed translations and rotations of the 4-frame average refinements to choose the widths of our priors.
For these methods, we note a higher rate of rejection of the Rasch model than exepcted, a bias on (for LO G -R and RAS-R), or on the PSI (for LOG and NOIMP).
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Following the basic purification strategy for E. coli RecA (see Materials and Methods), we noted subtle differences in the purification profiles of RecANg versus RecAEc.
Although there was no overlap between the specific genes identified by the SI and the FIRMA analysis methods, we noted that there was an overlap in terms of gene families between the two lists.
For the samples oxidized by a constant current method, we note that the absorbance is better when working in conditions of the first oxidation peak (shown in Figure 2) and when the value of the oxidation current is maximal (I =0.163 A).
In the first step of the method we note that the apparent conservations are given by Eq. (51).
Regardless of induction method, we noted an approximate 2-fold decrease in ORF50 mRNA and a 2- to 10-fold drop in RTA protein levels by 48 hours (Fig. 4).
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