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To ensure estimation accuracy, the filter gain in the zonotopic fault estimation filter is optimized through the zonotope minimization.
In real data processing, the order of the linear prediction model in the BWE is typically set high, such as one third of the data length, to ensure estimation precision of the largest coefficients without bringing spurious scattering centers [10].
ICU-year units were formed by ICU-site × calendar-year interaction with a minimum patient number set at 150 to ensure estimation stability.
Therefore a total sample size of 160 individuals (80 men and 80 women) would ensure estimation of a winter-summer A1C difference to within an accuracy of 0.15% while also allowing us to detect seasonal differences in steps/day between sexes within 1,100 steps/day.
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Thus, we avoided forcing non-demanders to choose an alternative and ensured estimation of unconditional rather than conditional preferences [ 14].
Then, the desired state estimator, which can ensure the estimation error dynamics to be globally asymptotically robustly stochastically stable, is designed from the solutions of LMIs.
To ensure consistent estimation, the instrumental variable method of estimation was used in a Poisson regression.
Then, the explicit expression of the desired estimator is shown to ensure the estimation error dynamics to be robustly exponentially stable in the mean square and a prescribed H∞ disturbance rejection attenuation is guaranteed for the addressed system.
A strategy to soften this problem is to perform simultaneous parameters selection and estimation, which ensures the estimation of the selected parameters (e.g., Secchi et al. [ 14], Wu et al. [ 15]; Wu et al. [ 16]; McLean et al. [ 17]; Alberton et al. [ 18]).
In addition, no trials conducted pre-trial estimation of sample size, which indicated the lack of statistical power to ensure appropriate estimation of the therapeutic effect [ 63].
Besides, the weighting matrix is set adaptively according to the sub-carrier power to ensure the estimation accuracy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com