Sentence examples for variance sensitivity from inspiring English sources

We show that redescending M-estimator can be designed by applying a global minimax criterion to locally robust estimators, namely maximizing over a class of densities the minimum variance sensitivity over a class of estimators.

As a particular result, we prove that Smith's estimator, which is a compromise between Huber's skipped mean and Tukey's biweight, provides a guaranteed level of an estimator's variance sensitivity over the class of densities with a bounded variance.

The improvement is based on three elements: a) generating sample points by Sobol's sequence generator; b) variational analysis in the parameter space using the winding stairs method; c) use of mean and variance sensitivity measures.

MPP, mean partial pathlength; MTSF, mean time-of-flight sensitivity factor; VSF, variance sensitivity factor.

The robustness and appropriateness of each k-fold procedure can be assessed against several criteria; including bias, variance, sensitivity, completeness and computational cost.

Table 4 summarizes Spice's skill on two-class microarray data using five metrics: accuracy and its variance, sensitivity, specificity, precision, and F1-measure; it also reports an average number of features per model.

The OLED display on the iPhone X required a complete ground-up redesign of the touch input system on the device, and some speculate that Apple simply needed to adjust its calibration for dealing with temperature variance sensitivities.

A variance decomposition sensitivity analysis method, Analysis of Variance (ANOVA), is used for sensitivity quantification, because it is capable of handling small samples and more computationally efficient compared with other approaches.

Uncertainty propagation and assessment: Monte Carlo methods, variance reduction, sensitivity analysis, adjoint methods, polynomial chaos and Karhunen-Loève expansions, and stochastic Galerkin and collocation methods.

The viruses were chosen primarily for their variance in sensitivity to bnAbs PGT125-128 and PGT13024 to allow assessment of the extent to which neutralization patterns of existing nAbs to the oligomannose patch might be mirrored by serum antibodies.

Variance based sensitivity analysis (Sobol's method) was used to quantify the influence of inputs on the final powder moisture as the model output.