Sentence examples for a prior for from inspiring English sources

What would be desirable features for a prior for allele frequency?

There is a large literature on prior construction often involving ad hoc (and intractable) derivations in any given problem-the practitioner is left with few options if the literature has not suggested a prior for their model (usually the case).

Note that the stopping time in the Gittins index definition gives the optimal strategy for a 2-armed game, where one arm's reward distribution is while the other arm reward's distribution is with as a prior for.

That is, the output of each layer serves as a prior for learning the parameters of the next higher layer.

Combining with cross source correlations, one might ultimately consider a mixture of multivariate Gaussian MRF as a prior for the sources.

We place a uniform distribution on the range of (1, T−1) as a prior for the time of the change (τ, τ1, τ2).

In addition, the EP distribution has been used as a prior for a Gaussian model location parameter (Choy and Smith 1997).

In a sense, in the multi-level model, the entire community serves as a prior for the response of any one species.

This paper focuses on the problem of choosing a prior for an unknown random effects distribution within a Bayesian hierarchical model.

Additionally, we add a prior for penalizing phosphorus-containing molecular formulas without oxygen or sulfur: we find that for more than 99%% of the phosphorus-containing compounds in the KEGG metabolite database, the sum of oxygen and sulfur atoms is at least twice the number of phosphorus atoms.

A relatively high (15%%) savings rate is used as a prior for medium/large farms and nonfarm households (quintiles 3 to 5), and a relatively low (7 %) savings rate is assumed for the remaining households except for the "other urban" households (quintiles 3 to 5), an account that also captures enterprise savings.