Sentence examples for value of the prior from inspiring English sources

The probability is obtained with the assumption that, for a fixed value of, the prior over binding site positions and configurations is uniform and inversely proportional to the number of different binding site positions and configurations.

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.

Whenever an updated turbidity datum was added for recursive calculation, the RMSE value of the prior model decreased, meaning that the deletion of the earliest old datum is more significant than adding the updated one, i.e., no specific recursive computing procedure should be carried out in this step.

During the adaptation process the parameters of the Gaussian components (weights, variances and means) were learnt from the adaptation data while the value of the prior weight during update was set to 0.5 (changes to this parameter did not provide better performance).

For the gamma prior κ = p is chosen such that the expected value of the prior is one.

When inferring tree topologies using Bayesian MCMC methods, we do not usually need to know this constant but in some cases, as described below, the absolute value of the prior distribution is of interest and the constant has to be calculated.

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.

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.

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.