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It was assessed whether the underlying parameter values of the model are estimable from these studies, and the precision of the parameter estimates were calculated.
The order in which the runs of the design are performed then has an impact on the precision of the parameter estimators.
Then, the correlation between the working characteristics of the interrupter valve and the precision of the parameter estimation were assessed for the TD-EIT algorithm.
The contribution of each tracking station to the precision of the parameter estimates is investigated first, according to the location and multi-GNSS data measurement capacity of the station as well as the length of observations, then those stations that contribute least will be identified and excluded in the estimation system.
The budget impact depends highly on the precision of the parameter estimates.
Monte Carlo results confirm that our algorithms perform quite well, both in terms of computational time and in the precision of the parameter estimates.
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The performance of a model depends critically on the granularity, for example the choice of precision of the parameters.
The fed-batch process operation gives always a significant higher precision of the parameters compared to the batch mode.
For regression analyses the best option is to use ordinary least squares regression applied to the natural logarithm of citation counts plus one, especially for sets of younger articles, because of the increased precision of the parameters.
It will be demonstrated, that optimization criteria A and E are just slightly more favourable than criteria D. The considered measurement errors give different results, but will not change the design and the precision of the parameters significant.
Efficiency is calculated from the precision of the parameters (Betas) estimated from a General Linear Model (GLM) in which trial onsets are convolved with a Hemodynamic Response Function (HRF).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com