Sentence examples for approximation of the probabilistic from inspiring English sources

For similar computation times in both sub-models, we chose to take advantage of two simplifications of the ABM: (i) a difference formulation, which does not deteriorate accuracy [ 34] and (ii) the approximation of the probabilistic transitions between GEs by their expectation values.

The proposed method gives sufficiently accurate approximations of the probabilistic distributions of the desired quantities.

The noise-free model recovers the nominal input output characteristics of the target system and the noise model gives approximation to the probabilistic nature of the added noise.

These include the fact that there are frequently more than two methods under consideration, all information is analysed simultaneously (giving greater power, and increased statistical robustness and efficiency), marginal distributions of the parameters of interest are easily derived without asymptotic approximation, and the probabilistic approach more closely resembles to how researchers think.

An additional condition with a control ROI was carried out in order to estimate the rate of acceptance of invalid streamlines, as an approximation of the false-positive rate in the probabilistic tractography method implemented.

Additionally, it makes available a zero-mean value to allow for symmetries and to provide a simple setting for the approximation of probabilistic distributions.

By using the approximation (This approximation is accurate for /3, which is always verified since and need to be kept high because of the probabilistic coexistence constraint) and setting, one has (31).

Considering the above referenced papers, the robustness of approximation of the stochastic GRNs with leakage delays, distributed delays, and probabilistic measurement delays has not been tackled.

For the approximation of the two first moments of the random states of this probabilistic distribution near equilibrium x -, we will use a stable stationary solution of the system (5).

Figure 7 Sensitivity of the probabilistic procedure.

Figure 2 Results of the probabilistic sensitivity analysis.