Sentence examples for the prior needed from inspiring English sources

Moreover, in calibrating our models we have found that the bigger the population size N the sharper the prior needed, where the prior variance should decrease as 1/ N.

But it is equally possible that the technical innovations themselves have been dictated by the prior needs of the economy.

On this kind of view, social forms, including social institutions, have moral value only derivatively, i.e. only in so far as they contribute to the prior needs, desires or other requirements of individual agents.

The prior needs to be at least 70% accurate in order to show a clear improvement over most sparsity levels based on our testing of synthetic data.

This system has the advantage of screening diverse properties of a cell population without the prior need for cell markers or presuppositions, and can be adapted to specific questions by changing the stage of the embryo and the grafting site.

This type of cutting-edge technology has led to the establishment of the field of "metagenomics", defined as the direct genetic analysis of genomes contained within an environmental sample without the prior need for cultivating clonal cultures.

The field's on-campus location eliminates not only the students' prior need to walk or be bussed from school to a separate location to play, but the need for the two prior schools to share the field.

The values in the prior matrices needed to be discretized to differentiate links from non-links.

Also, the prior precision needs to be specified, which reflects the certainty or uncertainty about the prior mean.

To complete the Bayesian model, priors need to be provided for all model parameters.

Two of the prototypical cases of the use of Bayes' rule are in the medical domain: prior likelihoods need to be combined with the sensitivity and specificity of a diagnostic test to calculate posttest probabilities, and prevalence beliefs (priors) need to be combined with the knowledge of which diseases cause which signs and symptoms to calculate the likelihood of preliminary diagnoses.