Sentence examples for by the stochastic sampling from inspiring English sources

In populations that are subject to strong sampling effects, it is possible for a small-effect mutation to reach fixation in the presence of a larger one, as long as the smaller-effect mutation is near fixation before the larger-effect mutation arises, such that the larger-effect mutation is more strongly affected by the stochastic sampling.

The bootstrap confidence interval estimation measures the uncertainty caused by the stochastic sampling process of metagenomic sequencing.

The stochastic sampling of protein conformations achieved by MMDSs is more efficient than the sampling by a single long molecular dynamics simulation [10] [15], and it is effective in refining loop conformations [15].

This is essentially a high-dimensional version of the stochastic sampling used in Kriging [7].

We found the stochastic sampling algorithm accurately estimates the true coverage of the genomes (Table 1).

The computation of the 'hybrid probabilities' is complemented by a stochastic sampling algorithm that produces a Boltzmann weighted ensemble of RNA RNA interaction structures.

With the joint probability P ζ ∼ N μ ~, Σ ~ in Eq. (5), the conditional probability P ζ O | ζ I ∗ can then be computed to obtain a subsequent policy (see Eq. (3)), by stochastic sampling from the retrieved Gaussian distribution in the policy parameter space.

Lagrangian particles accurately representing the sprinkler spray may be initialized by a stochastic sampling of this probability distribution function.

The second half of Fig. 5 models multi-agents by using the Monte-Carlo stochastic sampling method based on the multi-dimensional probabilistic distributions generated in Section 3.

Hence, being the average structural distance after an environmental perturbation computed by stochastic sampling (1,000 calculations of de), we defined environmental robustness as.

Thus, is the average structural distance after one single-point mutation computed by stochastic sampling (L calculations of d1), and then we defined mathematically mutational robustness as.