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Linear model predictive control (LMPC) schemes which make use of linear dynamic model for prediction, limit their applicability to a narrow range of operation (or) to systems which exhibit mildly nonlinear dynamics.
Applying a widely used evaluation method proposed by Gottschalck et al. (2010), NICAM was diagnosed to have a prediction limit of 26 28 days.
Lastly, consideration of errors in typically available gauging station and inundation extent data shows the raster-based model to be close to the current prediction limit for this class of problem.
The corresponding upper 99% prediction limit of these two repeats was 24.0%.
The T11 repeat in the RB1-inducible coiled-coil 1 RB1CC1) gene exhibited one- or two-base deletions in 26 (68.4%) of 38 informative cases, even though its corresponding upper 99% prediction limit was only 40.2%.
Three loci in our group demonstrated exceptionally high %MSI in MSI-H colorectal tumors that exceeded the 99% prediction limit for expected %MSI according to their lengths (Figure 2, Table 2, and Table S1).
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For example, one liqueur sample with around 20% vol was outside of the 95% prediction limits.
Wade and Woodall (1993) proposed using prediction limits to improve the statistical performance of cause-selecting control charts.
However, some researches have found that the percentage of the observations falling within the prediction limits provided by the GLUE is much lower than the given certainty level used to produce these prediction limits in many cases.
The dotted line indicates the 95%% prediction limits, the blue-shaded region indicates the 95%% confidence limits, and the solid line indicates the best prediction from the model.
First, a collection of benchmark cases is presented and used to carefully validate the radiation model against literature results and to analyse the model prediction limits.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com