Sentence examples for a specific prior from inspiring English sources

With reference to the value of information theory, water quality of every checkpoint with a specific prior probability differs in time.

Research suggests that learners can succeed in new situations by applying generalized abstract knowledge (Gick & Holyoak, 1983) or by applying a specific prior instance (Ross, 1984).

Across Experiments 1, 2, and 3, participants frequently inferred 3D forms from surface views, showing a specific prior to report that regions in the cross-section extend straight back into the object, with little variance in orientation.

For example, in apparent motion, there is a specific prior to infer a straight path between objects that successively appear in different locations, unless the objects are biological, where curved paths may be more likely (Heptulla-Chatterjee, Freyd, & Shiffrar, 1996).

In light of the main debate in the philosophy of statistics, the use of interval-valued priors indeed forms an attractive extension of Bayesian statistics: it allows us to refrain from choosing a specific prior, and thereby presents a rapprochement to the classical view on statistics.

And again, this is an example of using a timeworn myth, rather than seemingly copying a specific prior film.

For instance a user can choose a higher-order Markov background model up to third order (da Fonseca et al., 2008) and a position specific prior for the motif start sites (Bailey et al., 2010).

According to Bayes' theorem, the parameter posterior distribution takes the form p(θ | D, M ∝ p(D| θ, M) p(θ | M), where θ is a vector of parameters, M denotes the model of interest, D denotes the observed data, and p(θ | M) is a model specific prior distribution for the parameters (for details about Bayesian data analysis, see e.g. [ 37]).

In this paper, we have taken a rather generic approach, involving a minimum of specific prior target information into the model.

Some authors have proposed to design-specific penalty functions as a means to encode specific prior informations about the expected form of the final classifier.

Developing a model with location specific prior information will also allow for differentiation between e.g. coding and non-coding regions of the genome, or other kinds of biological information.