Sentences with phrase «stochastic model»

A stochastic model is a way of representing and analyzing situations or processes that involve randomness or uncertainty. It helps us understand and predict the outcomes of these situations by considering probabilities and statistical patterns. Full definition
Machine learning, big data and general advances in computer science have been great in certain areas — his foundation is doing much work with stochastic models around the spread and evolution of disease — but climate change is a tougher nut to crack, Gates explained.
Even if they use stochastic models, the central tendency is critical.
With such a powerful dataset and toolkit, we anticipate testing the predictions of biodiversity hotspots from stochastic modelling [28]--[31], as well as mapping functional gene ecology and activities throughout the world's oceans.
We developed an individual farm — based stochastic model of the current UK epidemic.
Uncertainty is often modelled in statistics though stochastic models.
One of the tools he uses is statistical - stochastic modeling of storm landfall.
O'Gorman, P. A., and T. Schneider, 2006: Stochastic models for the kinematics of moisture flux and condensation in homogeneous turbulent flows.
It speaks of operations research, systems analysis, technological forecasting, information theory, game theory, simulation techniques, decision theory, Delphi method, cross-impact matrix analysis, statistical time - series, stochastic models, linear programming, input - output economics, computer based command and control systems, and so on.
The researchers therefore decided to simulate their model using the Monte Carlo method, a form of stochastic modeling.
While the small changes in lineage transcription observed in our data set would be consistent with a stochastic model, the ES cell model described in Figure 9 would require both cross-repression and additional positive feedback loops to drive these random changes in gene expression down multiple distinct routes.
Quantitative RNA ‐ FISH experiments in combination with a stochastic model of transcription reveal that antisense transcription disrupts the activity of the Set3 lysine deacetylase, thus altering the rates of sense transcript production, processing and stability.
In the second part on absolute uncertainties, a stochastic model is developed with two parts.
Using a stochastic model of storm motion derived from historic tracks, this paper explores the relationship between lead time and track uncertainty for Atlantic hurricanes and the implications of this relationship for evacuation decisions.
Stochastic models of the meridional overturning circulation: time scales and patterns of variability
I posted the comment on your blog because I thought you would be interested in the math of their stochastic model of climate fluctations in Chapter 7 and give an assesment of the their methodolgy.
Note however, that the stochastic models used in these time - series studies are generally not built from physical principles and are thus not as strongly constrained by our knowledge of the physical climate system as climate models.
That one could specify a stochastic model that can not be rejected at the 95 % level is perhaps neither surprising nor meanignful.
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