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It shows robustness against overfitting problems (Jiang et al. 2013) and does not need priori knowledge of the noise model.
In the simulations it turns out that the M-tests for the linear model with NSD errors are insensitive to different choices of M-methods and explanatory variables, therefore it shows robustness, which illustrates that the M-test is effective.
The adhesive test showed robustness of the composite material.
The closed-loop control system showed robustness at high stretch magnitudes, with some oscillation at low stretch magnitudes.
Additionally, the controller was tested, and showed robustness, against measurement noise levels typical for wastewater sensors.
Cocosco et al.[16] proposed techniques for feature extraction which showed robustness against variability in MRI image quality.
Our sensitivity analyses showed robustness of results.
Sensitivity analyses also showed robustness of the model.
The triPOD analyses showed robustness across multiple types of Illumina microarray chips.
It also shows robustness against sensor noise, quantization error, and edge-localization error.
The proposed learning approach achieved a superior RD performance, on average, when compared with single SI decoders and it showed higher robustness than a residual-based SI fusion technique.
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CEO of Professional Science Editing for Scientists @ prosciediting.com