Sentence examples for availability of the prior from inspiring English sources

Given that we have proposed two algorithms for the optimization problem of TM estimation, we also provide a guideline on how to choose the proper algorithm according to the availability of the prior information.

They suggest that public availability of the prior study's data is unnecessary because a subsequent study will generate its own data.

But according to Dr. Caves's calculation, which is based on a rigorous formalism called Bayesian statistics, it is exactly the availability of this "prior," or supplemental, information that makes Dr. Gott's theory incorrect in a wide variety of circumstances.

In this paper, we describe a theoretically sound and fast method called the Dense ENriched Subgraph Enumeration (DENSE) algorithm that capitalizes on the availability of any "prior knowledge" about the proteins involved in a particular process and identifies overlapping sets of functionally associated proteins from an organismal network that are enriched with the given knowledge.

We also have condensed our description of the Norrin structure ("Production of biologically active Norrin"), and rearranged Figure 2 and Figure 2 figure supplement 3 to address the reviewers' comments and fully exploit the availability of the structure from the prior studies of Ke et al., (2013).

Depending on the availability of prior knowledge and the preferred method to formulate the model validity problem different algorithms could beused.

The availability of any prior knowledge of paralogous sites is necessary for ClinSeK alignment so that false alignments can be discerned.

The first utilized only data available for a single hospital admission cross sectionally that is, it did not assume the availability of any prior data regarding that individual, such as previous outpatient visits or admissions.

Indeed, Pearl indicates that it is the availability of prior knowledge that allows the inference problem to be structured in such a way as to be amenable to causal reasoning [7].

However, the mere availability of relevant prior knowledge is not sufficient: prior knowledge needs to be activated before links between prior knowledge and new information can be made [ 13].

The analysis plan will be reviewed in light of the availability of IPD but prior to any comparative analyses.