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In statistics, we are concerned with the analysis of data generated from an experiment.
Raw data (for example the recorded NMR signal or calculated molecular orbitals) isonly a subset of all the scientific data generated from an experiment or computersimulation.
The filters are identified from a set of data generated from an experiment to the closed-loop system so that the discrepancies between the design and the actual closed-loop performances are minimized.
The formulas used for calculation of pick wear would be confirmed or determined to need revision given the data generated from an experimental trial in a material with the known properties.
We use a combination of exploratory and data mining techniques to understand data generated from an existing agent-based model to understand the model's behavior and its sensitivity to initial configurations of its parameters.
A simulation study was conducted to evaluate the reliability of estimates of maximum sustainable yield (MSY), the biomass at which the MSY is obtained (Bmsy), the exploitation rate required to achieve the MSY (Emsy), and the intrinsic population growth rate (r), from a logistic production model fitted to catch and catch-rate data generated from an age-structured model.
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Fig. 8 Data generated from a GMM.
Particularly, digital data, generated from a variety of digital devices, are growing at astonishing rates.
Figure 2 Performance of denoising methods in the case of data generated from a single source.
We have demonstrated that quantitative trends can be fit to the single-cell data generated from a heterogeneous population.
To this end, first a linear model is identified from data generated from a first-principle model of a VCC, interfaced with a building model implemented in EnergyPlus.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com