Sentence examples for derived the prior from inspiring English sources

Based on these approximations, we derived the prior odds (Additional file 1A), i.e. the ratio of probability of functional association and its negation without evidence, and the posterior odds, i.e. the ratio of probability of functional association and its negation given the evidence, for each dataset (Additional file 1B) and subsequently determined the LLS.

We repeated the analyses using data on hospital admissions recorded on the GP record instead of the HES-linked data to derive the prior admissions variable.

Authors' response: Admittedly, as with many other aspects of the model, it would be better to derive the prior probabilities, perhaps even gene-specific ones, from the data.

In order to derive the prior information prize (PIP) function, we first assume the value of prior wij is normally distributed (truncated by boundaries of wij) around an expected prior value, E[wijprior] with a standard deviation, σijprior.

As shown in Figure 1, first, iRafNet processes supporting data to derive the prior belief of regulatory relationships among genes, then, it integrates such prior information to the main dataset via random forest to construct the final GRN.

The figure clearly shows that the trait derived by the proposed approach had the highest h2 among all compared traits, and was significantly higher than that of the trait derived using the prior approach [ 23].

The prior distribution and the posterior distribution derived from the prior distribution.

If and only if the portfolio rules derived in the prior part hold, will there be equal consumptions in both economies.

This remarkably similar pattern to that of the spliced human genes (Figure 5A) supports the possibility that the long non-conforming ORFs in prokaryotic genes were perhaps derived from the prior splicing of exons from preexisting split genes.

Here too, when exons exceeded 750 bases, the ORFs containing them were clear statistical outliers, suggesting that these were possibly derived from the prior splicing of shorter exons and simultaneous intron loss.

With this, the present results are more in line with process montitoring models, which propose that dwell times are mostly determined by the time needed to process the fixated stimulus to a certain stage [14] [21], than with global estimation models that assume that dwell times are based on estimates of the required processing, derived from the prior fixation(s) or the previous trial(s) [6] [9].