Sentence examples for approximated distribution from inspiring English sources

The main advantage of this method is that we can rely on a wide range of classical techniques to compute the exact or approximated distribution of N' (Poisson approximation or large deviations for example).

Comparison of the effect estimate obtained for the actually observed phenotypic data with the approximated distribution of effects under the null hypothesis was used to assign p-values to the donor effect estimates.

Once the model fitting converges, (theta) and (phi) can be derived from the approximated distribution z with the posterior function.

Therefore, if the number of coefficients is estimated using (60), then there will be 99.99% probability that the approximated distribution has successfully converged.

For illustration purposes in Figure 3B, we show the resulting approximated distribution of z-scores of membrane anchors and the UniProt-derived functional TMs.

The free energy is a function of the parameters and a functional of the approximating distribution q (x).

The process that generated the data is estimated by an approximating distribution from which samples may be drawn.

Having established the objective function as a lower bound on the marginal likelihood, all that remains is to optimize the variables of the approximating distribution q (Z, θ ).

Opper and Sanguinetti [ 10] then went on to derive an iterative functional gradient descent algorithm to minimise the free energy w.r.t. the approximating distribution q.

The key idea of the variational approximation is to restrict the class of approximating distributions q.

This racial/ethnic distribution approximates the distribution of the population in the Houston area.