Sentence examples for reduce variances from inspiring English sources

Similarities in genotype would reduce variances in phenotypic expression which were incidental to pathogenesis.

Since there is a need for reliable and reproducible methods for the production of proteins in MTP-based high-throughput processes [ 40], applying liquid handling systems is strongly advised to reduce variances in transferred liquid volume.

Finally, ratio compression can be also introduced by certain data-processing/normalization algorithms that aim to reduce variances (e.g. lowess normalization for Agilent microarrays and RMA method for Affymetrix microarrays).

PSS designs are shown to reduce variance associated with variable interactions, whereas LHS reduces variance associated with main effects.

The (mathcal {V} -dependent terms can be thought of as control variates to reduce variance.

To reduce variance caused by differences in ICV, linear regression has been suggested [1, 2, 3].

In order to reduce variance, the noisy signal should be smoothed before processing.

It uses a deterministic approximation of an adjoint transport solution to reduce variance, computed quickly by ignoring atmospheric interactions.

Hence, some other approaches use importance sampling to reduce variance and achieving convergence faster that the method based on the Monte Carlo sampling technique.

The M5 algorithm constructs a regression tress by recursively splitting the instance space using tests on a single attributes that maximally reduce variance in the target variable.

Bagging (also known as bootstrap aggregation) is an ensemble learner that attempts to improve the stability of the classifiers and reduce variance.