Sentence examples for prior effectively from inspiring English sources

This prior effectively incorporates our uncertainty about the origins of the extant South American tapir species.

Consequently, the prior effectively acts as a guide for the analysis, with the final estimates representing the result of an optimal combination of substitution model parameters, data, phylogeny and priors (this is a strength of all Bayesian methods).

Other future explorations can look at (i) more sophisticated "linkage" functions, (ii) model comparisons over different peristimulus time windows, (iii) effects of the degree of mis-location of spatial priors (effectively exploring the spatial resolution of MEG/EEG), and (iv) the effect of fMRI priors when using free rather than fixed orientation of dipoles [Henson et al., 2009a].

In this, the naive isolated-patch posterior is "probabilistically smoothed" to incorporate the influence of the image-wide prior, thus effectively enhancing the probability of the topics that are most useful for describing the image as a whole and reducing the probability of the others.

We resolve this through introduction of a Gaussian process prior that effectively assumes smoothness of the underlying functions [ 21].

Given that models with many divergence events can have small marginal likelihoods due to the uniform priors on divergence-time parameters, the U-shaped prior will effectively create a strong prior preference for models with very few divergence events.

Our study highlights the importance of careful optimization of initial seeding parameters, the utility of mESCs as a valuable model for platform development in this area and the ability to directly seed hESCs onto microcarriers in a stirred bioreactor without prior selection, effectively simplifying bioprocess requirements.

Experiments have been conducted showing that those constituents can be removed effectively prior to abandonment of a site.

"We are committed to ensuring that the FOI Act and Privacy Act continue to operate effectively prior to 1 January 2015 and that a smooth transition to the new arrangements will occur".

After all, it functioned quite effectively prior to the formation of the currency union.Robert Vambery Professor of international business and marketing Pace University New York  SIR – Your excellent report on Europe and the euro left questions hanging.

A spokeswoman for the Napo probation trade union added: "The government figures on re-offending rates are evidence that the probation service was working effectively prior to the government's reforms".