Sentence examples for prior through from inspiring English sources

This approach begins by assuming a prior distribution on a parameter value of interest, then updates the prior through probabilistic sampling to approximate the posterior distribution on parameter values based on the observed data (Kruschke, 2015).

Also, by taking into account a more precise modeling of the speech STSA prior through using the GGD function with the suggested adaptive parameter selection, improvements were achieved with respect to the recent speech STSA estimators.

In order to compare the performance of this framework with a more general method, a novel multi-scale Harris corner detector-based approach is introduced that incorporates a spatial prior through a naive Bayes method.

I found myself back in the woods, wandeRightthe forest looking for a quiet place to film before the gates had officially opened and thousands of revelers stormed the grounds, I looked to the floor and couldn't believe my eyes.

Briefly, 2 days prior through 3 days after surgery, host mice were given medicated water (ibuprofen 0.2 mg/mL).

We examined SIRS scores 2 days prior through 14 days after the first positive blood culture.

Nonetheless, the free-energy will always encourage "valid" priors when they are present, at the expense of "invalid" priors (through the ARD behavior).

The model evidence is crucial, not only for determining the relative weighting of the priors (through implicit evidence-maximization), but also when one wants to select between sets of priors.

Second, we demonstrate the merits of specifying the expected number of regulators per gene as priors through iBMA-size, which is a simplified version of iBMA-prior without using gene-specific external knowledge.

This also applies to many other microbes, including those to which an individual is immune, either through prior infection or through vaccination, as immune individuals are recognized as being resistant to the capacity of a microbe to cause disease.

The prior year, through September 2012, the figure was up 0.3 percent.