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Techniques for optimal experiment design ensure the systematic design of such informative experiments.
To exemplify how this tool can be useful, selected examples of informative experiments are reviewed.
Informative experiments are highly valuable for estimating parameters in nonlinear dynamic bioprocesses.
However, designing informative experiments using this protected species is challenging due to limited availability and experimental regulations.
Design of experiments for parameter estimation and precision improvement determines optimally informative experiments to be performed through parametric sensitivity optimisation.
Techniques of optimal experiment design are, therefore, addressed to design informative experiments and improve the parameter estimation accuracy.
Similar(17)
And so we all get to an observe an imperfect but potentially informative experiment.
As an imperfect but informative experiment, we might ask whether recent increases in fuel and energy costs, particularly petrol, have done more to reduce the share of SUVs in the American automobile fleet or the incidence of dog ownership.
In order to obtain an informative experiment, a robust optimisation approach is necessary.
Best of all is if you can portray the idea that you made a conscious decision to do another more informative experiment instead of the one you left out.
A larger value for the JSD indicates an informative experiment.
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