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Despite the required tasks may be complex, at least they include: i) to identify the possible sources of uncertainty for the problem under consideration; ii) to determine the main variables involved in the probabilistic analysis; iii) to assign the probability distributions to these variables.
We assign the probability that an individual is a case to be <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0014338.e008.PNG" class= inline-graphic"/>, where C is a normalizing factor, and λi is the relative risk of individual i based on the interactions model.
We next used a decoy database search strategy [40] (using the same search criteria as the real database search) to calculate p-values for peptide identifications as this allows us to assign the probability of a false identification based on the real data from the experiment itself [40], [63], [64].
To assign the probability of essentiality to all genes, the following procedure was used.
In essence, such models linearly combine network properties and assign the probability of observed networks as the exponential of such linear combinations.
We will use the term 'overrepresentation' to assign the probability to find members of a given set in a list compared with their random appearance independent of the values of their expression scores.
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Thus, for example, to the element $P_1+P_3 $of $\EC $one assigns the probability $p_1+p_3 $
In order to have different corruption scenarios, we randomly assigned the probability of monitoring to one of two values.
David assigns the probability for each friend being at "Bar Phi": P phi_{A}) = 6/7,,P phi_{B}) = 5/7,, P phi_{C}) = 4/7, and the question is if there exists a probability measure that simultaneously satisfies these seven probability assignments.
We have previously developed in Lima, Peru, a Clinical prediction rule in the form of a "score" for assigning the probability of having SNPT in patients with clinical suspicion of PTB and negative sputum smears [17].
These data provided a robust base for assigning the probability of compounds for crossing the BBB based on their physico-chemical profile.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com