Sentence examples for expected uncertainty of from inspiring English sources

As expected, uncertainty of the estimates, especially at the end of time series, increases due to the time scaling.

The obtained expected uncertainty of the parameters will allow the different experimental designs to be compared a priori, i.e. without performing any experiment.

Figure 3 depicts the expected uncertainty of the predictions, represented here as the overall mean of all expected variances after being trained with experiments selected by the competing algorithms.

The maximum discrepancy between the simulations and measurements is relatively small, corresponding to the expected uncertainty of the model and measurements.

The Gauss coefficients, initally generated from the CHAOS-2 model, have Gaussian noise added with a standard deviation derived from the RMS difference of the IGRF-7 and DGRF1995 models to simulate the expected uncertainty of a ground-based field model.

To quantify the expected uncertainty of the parameters and/or the confidence region, we rely on a Monte Carlo-based sampling method [ 38- 40].

The approach estimates the expected uncertainties of the parameters by re-applying the parameter estimation method to a large number of replicate datasets generated by using different realizations of the chosen experimental noise.

The estimations of k3, i1 and i1 a are now satisfactory with less than 0.5% error with respect to the nominal value and expected uncertainties of around the 10%.

In terms of quantitative accuracy of estimates and expected uncertainties for translation to clinical measures of absorbed dose, Table  5 shows the average errors and ranges of measures for those reconstructions that were found to be best, based on the data investigated in this work.

Figure 10 shows the evolution of the expected uncertainties for all parameters throughout the identification procedure and Figure 11 presents the comparison of the ellipses for the most and the lest correlated pairs of parameters (detailed plots of the expected uncertainties by pairs of parameters are shown in the Additional file 1: Supplemental Figures S4 and S5).

This shows that, as expected, uncertainty in the amount of dependence of healing time (given a flux measurement) on %TBSA, does introduce extra error into healing time predictions as we extrapolate to high average %TBSA.