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Increasing the variance of the channel noise has a twofold effect.
Increasing the variance of the distribution functions from which local material properties are sampled, while keeping the mean constant, renders these effects more pronounced.
In simulations, the non-linear functions of the proposed estimator exhibit smaller bias than those based on a realized kernel, while only slightly increasing the variance.
Increasing the variance of the tensile strength random fields with increased heterogeneity led to reduction in the mean peak load and increase in the standard deviation.
Increasing the variance of habitat quality is also shown to increase the ability of a population to persist on a landscape.
iMLR has the advantage of explicitly removing "poor" predictor variables from a model, whereas other dimensionality reduction methods leave them as part of the model, either minimized or combined with other (e.g. latent) variables but nonetheless increasing the variance of the model fit.
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Likewise, driving too slowly increases the variance in the speed of vehicles traveling together, which increases the risk of accidents (Garber & Gadirau, 1988).
ω i increases the variance of likelihood in CI fusion.
Correlations among noise processes increase the variance of the summed process.
Second, agents with lower capabilities will adopt strategies that increase the variance of their performance.
As expected, not smoothing the CSDs, as described in Equation (5), strongly increases the variance of the estimate (Figure 3D).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com