Sentence examples for values of the prior from inspiring English sources

However, as in other fields of signal processing [35], a larger strength parameter is needed in practice in order to balance the absolute values of the prior and the likelihood, and this generalized rule is loosely referred to as MAP.

It will be shown that provided the value of the prior probability of a true hypothesis isn't assessed to be zero, as evidence accumulates the influence of the values of the prior probabilities will very probably fade away as evidence accumulates.

We will evaluate whether the Bayesian models are sensitive to the values of the prior probability distributions.

By default, the software accompanying this paper uses this approach, but can use custom values of the prior hyperparameters a and b upon request.

To exclude unrealistic high numbers of infected animals from the prior distribution, the upper values of the prior distribution were set to the maximum values of 50 infected animals for BSE and 1'000 infected animals for both types of scrapie.

If the generated patient cannot be matched to a triplet meeting either of these expanded criteria, then the model finds the next day values of the prior triplet that the generated patient matched and uses those.

Given that a scientific community should largely agree on the values of the likelihoods, any significant disagreement among them with regard to the values of posterior probabilities of hypotheses should derive from disagreements over their assessments of values for the prior probabilities of those hypotheses.

Finally, it will be important to report the values of the priors used during any study as this will allow others to repeat the analysis under different prior assumptions.

More specific questions: I am not convinced by the argument: "The values of the priors for presence is in the ratio of 9 1 for single gene versus two in-paralogs at LUCA".

The values of the priors for presence is in the ratio of 9 1 for single gene versus at least two in-paralogs at LUCA, i.e., the proportion of ancestral COGs with in-paralogs is several times smaller than for the extant COGs set (81% of COGs that we considered have in-paralogs).

**The ranges of values for the prior serum amylase quartiles are 30-55, 70-85, 70-85 and 86-198 IU/l for Q1-Q4, respectively.