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We propose a hybrid schedule to decrease the variance of the seed populations in IWO and also use the concept of particle swarm optimization (PSO [25 28] for choosing the best maximum number of population members that will survive to the next generation.
The loge transformation of IgA and IgG variables was used to decrease the variance heterogeneity.
A priori, a microRNA reducing biological noise would be expected to decrease the variance of a quantitative trait without affecting the mean value.
To decrease the variance to an acceptable level, a minimum "filter" number of 10 cases per area was established to calculate the disease rate.
Therefore we performed our cost-effectiveness analysis strictly only using the results of the individual studies without indirect treatment comparisons and German mortality tables to decrease the variance of the results [ 5].
Correction for the technology-specific bias using the first PCs of PCA is also important to decrease the variance and correct for outliers in NRCs (Supplementary Figs S5 and S16C, D, G and H).
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For example, if the legitimate source wants to decrease the noise variance, he can choose to use oversampling to replicate the dots; on the contrary, if the legitimate source wants to increase the noise variance, he can use a paper of lesser quality.
Incorporating previously detected QTL into the QTL model is expected to decrease the residual variance and thereby increase the statistical power to detect QTL with minor effects.
To decrease the (high) variance of this estimate, one can take N independent min-hash functions and compute the number n of times that h i (x)= h i (z).
Fold-change was logarithm-transformed as qPCR data are non-linear (exponential), and is transformed to decrease the heterogeneity of variance (McDonald, 2009) and also to identify the outliers present in the data (Rieu & Powers, 2009).
We found such a reduction, but to a mild degree (relative quantification to the amount of GluRIIC subunit had to be done to decrease the effect of preparation variance).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com