Sentence examples for use of stochastic models from inspiring English sources

With the growing awareness of stochasticity in biology and the increasing use of stochastic models in computational systems biology, there is a need to develop new analysis and computational techniques for studying, understanding and designing these stochastic models.

In PVA, the former dictated the use of stochastic models, the latter the use of deterministic models.

Initial investigations of this problem suggest it is not related to our choice of topological constraint (6) but probably to our use of stochastic models for u and that are centered around zero (we use no background model).

This possibility, as well as the potential efficacy of pre- and post-exposure prophylaxis, has been explored though the use of stochastic models of early infection [ 74, 75].

The use of stochastic models is motivated by the presumption that the underlying mechanism of molecular interactions is discrete and that such models therefore more accurately represent reality.

Methods have generally improved, with an increased use of stochastic models, and more advanced methods for formal model fitting and sensitivity analyses.

The paper proposed the use of stochastic model by integrating schedule and cost estimate to perform risk analysis in such project.

The need for more accurate analysis of real physical systems has led to the use of stochastic modelling of such systems.

While the use of stochastic modelling would have yielded data on the variance of the transmission dynamics, the focus of our paper is on the impact of hand hygiene on average prevalence curves, which can be predicted using deterministic methods – hence the strategy adopted in this paper.

CISNET was invited to sponsor a special issue of the journal Statistical Methods in Medical Research titled "Uses of Stochastic Models for the Early Detection of Cancer," with articles submitted in spring 2003.

Further, real occupancy profiles can be used as input of stochastic models for dynamic simulation of buildings and their engineering systems.