Sentence examples for prior based on the from inspiring English sources

The estimates for women seem a bit large relative to a casual prior based on the nature of the treatment and of the participants' underlying conditions.

The calculations applied to these data (x1 = 16, x2 = 3, x3 = 61, x4 = 46) with the low-informative prior based on the Jeffreys's rule (Eq. 8) give the following results based on the posterior cumulative distribution function of Θ : 95% symmetrical credible interval: 0.062 to 0.815 Median: 0.259 Posterior probability that θ  < 1: 0.990.

A data-dependent prior based on the population is important for an approach such as Bayesian sets, since deviances from the 'average' behavior in the data are useful to discriminate between subpopulations.

Scenario 3: lognormal root height prior based on the first appearance of the red fox in the fossil record (0.5-1 My ago) [ 30, 31], setting the minimum age of the root height to 0.5 My.

In other words, for a locus to be an outlier or have a high FST there must be sufficient data for that locus for the likelihood (based on the data for that locus) to overcome the prior (based on the genome-average FST).

To allow the use of such group- or module-based regulatory model, we have recently developed GroupMiR (Le and Bar-Joseph, 2011), which uses a non-parametric Bayesian prior based on the Indian Buffet Process (IBP; Griffiths and Ghahramani, 2006) to identify modules of co-regulated miRNAs and their target mRNAs.

Should it update its priors based on the new information?

Because we have complete data for Iceland, in this paper we elicit informative priors based on the known distributions of the missing variables.

To address the sensitivity of the priors on the results, two priors based on the variance of the pooled OR of the observational studies were used.

[ 25] Some statisticians might claim that a limitation of the approach used in this paper is that we used priors based on the Gamma distribution.

There were differences in the MDZ PK parameters between the posterior mean estimates and the priors, based on the meta-analyses by Yu et al. and Li et al., particularly for Vmax and bioavailability.