Sentence examples for samples the marginal from inspiring English sources

For example, in the analysis of the combined samples, the marginal p values of the ULR-NOMINAL analysis of the four SNPs were 0.0007, 0.0004, 0.0017 and 0.0260, respectively (see Table 3).

We use Gibbs sampling to obtain samples from the marginal posterior distributions of the parameters.

The Gibbs sampler algorithm is an iterative, updating sampling scheme that obtains samples from the marginal posterior distributions of all the unknowns in a model.

Post burn-in samples from the marginal posterior distribution were combined using LogCombiner v1.5.4 [ 72].

Finally, the priors for the variance components σ e 2 and σ u 2 were uninformative scaled inverse χ distributions with scale factor equal to 1/2 and degree of freedom parameter equal to 2. A single Gibbs-sampling chain run for 50,000 iterations was used for sampling from the marginal posterior distributions of the parameters involved.

Given those hyperparameter estimates, we sample from the marginal posterior distribution for μ j given its Markov blanket using a Metropolis–Hasting (M H) rejection sampling rule.

The simulation of Y is realized, applying the inverse transform sampling of the marginal distributions of Y that can be found in (Tian et al. 2009).

PF are a set of methods able to sample from the marginal filtering distribution in situations where analytical solutions are hard to work out or simply impossible.

Finally, we sample from the marginal posterior distribution for θ ji given its Markov blanket.

The mean of these probabilities across the entire sample represented the marginal probability of an event occurring within the study period, assuming everyone was white.

We sample from the marginal distribution in order to obtain plausible scores for subjects with similar response patterns and background characteristics as in the sample of subjects [ 20, 21].