It uses a deterministic approximation of an adjoint transport solution to reduce variance, computed quickly by ignoring atmospheric interactions.
Our asymptotic analysis suggests that modeling more of the data tends to reduce variance, but at the cost of being more sensitive to model misspecification.
PSS designs are shown to reduce variance associated with variable interactions, whereas LHS reduces variance associated with main effects.
Hence, some other approaches use importance sampling to reduce variance and achieving convergence faster that the method based on the Monte Carlo sampling technique.
It is concluded this is strong quantitative evidence to emphasize that solids should be removed prior to the UV reactor, and that an improved flow control be used to reduce variance on feed water flow, rather than increased UV dose.
RSS is proven to reduce variance compared to traditional stratified sample extension methods while providing comparable or enhanced variance reduction when compared to sample size extension methods for LHS – which do not afford the same degree of flexibility to facilitate a truly adaptive UQ process.
Homogenize your prospect list and customer base, and you can reduce variance in your offerings.
Six Sigma and other efficiency seeking approaches can dramatically reduce variance and inefficiency in an organization.
The (mathcal {V} -dependent terms can be thought of as control variates to reduce variance.
In order to reduce variance, the noisy signal should be smoothed before processing.
To reduce variance caused by differences in ICV, linear regression has been suggested [1, 2, 3].
