Sentence examples for by modelling the distribution from inspiring English sources

By modelling the distribution of each of these summaries as a mixture, we inferred outlying individuals and excluded them from analysis.

The resulting equation describes the permeability by modeling the distribution of grain fragments and by fractal concepts.

The GMM for each piece is obtained by modeling the distribution of the original acoustic features, which consist of intensity and timbre.

We take full advantage of the coupled thermal-structural functionality in commercial codes by modeling the distribution of Young's modulus as a thermal diffusion phenomenon.

This method allows for calculation of a point estimate for the age of a given event, and a confidence interval around that estimate that accounts for evolutionary stochasticity by modeling the distribution of time to coalescence as a gamma function [59].

We propose directly taking into account the variability in the X i by modeling the distribution of X i.

We can capture this situation by modeling the distribution of the P values as a beta-uniform mixture (BUM).

The first stochastic model captures the above intuition by modeling the distribution of mutations in patients as independent with fixed probability q, conditioning on having a driver mutation.

By modeling the distribution of trait values across a tree, phylogenetic comparative methods also help to reconstruct the dynamics of phenotypic evolution.

Intuitively each state s i ∈ S loosely matches an energy basin of the protein, and the corresponding emission probability e i (q)= p(q| s i ) connects states with conformations by modeling the distribution of protein conformations within the basin.

This is in the range of homoplasy theoretically predicted by modeling the distribution of fragment lengths and calculating homoplasy rates given the fragment number in a profile [ 25], or experimentally estimated in sugar beet (13%) [ 24].