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We propose a method to generate samples from multivariate distributions that contain far fewer points than reliable Monte Carlo samples, yet retain much of the original distributions' information.
Methods proposed hitherto have assumed knowledge of link performance frequency distributions (usually delay, travel time or capacity distributions), information that is in many cases absent.
Finally, there were some limitations due to certain aspects of our study sample as it was gathered from only academic hospitals in one city, and participants reported a greater household income compared to the income distributions information collected by government sources, which may limit the generalizability of our results (Bell et al. 1998).
In particular, the use of statistics allows the system to discover relevant invariants and correlations among the control variables in the form of joint probability distributions, information that is later exploited in the reproduction phase to reproduce appropriate movements when confronted with perturbations.
While our model was based on regional specific age and gender distributions, information on age-specific polyp incidence distribution was based only on available USA data.
The motivation for the use of this kind of information lies in the fact that proteins with different folds and functions have significantly different distributions of distances between their residues, and protein similarity is reflected in these distance distributions, information that is captured in the CSM.
Similar(53)
"But when asked for grade distribution information, they don't want to put it out there.
The segment distribution information.
channel distribution information.
Distribution information of phase portraits of the system is obtained.
Then we propose a new similarity metric incorporating both the potential field which represents global data distribution information and the distance matrix which represents local data distribution information.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com