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In other words, the decrease in stratum variance is expected to saturate through the iterations.
They pointed out that the variance is expected to equal 1.0 under the neutral model of gene expression.
In sum, the results of Study 3 underline the importance of choosing phenotypic measurement instruments that resolve individual differences specifically in the part of the study population, where the genotypic variance is expected to be largest.
Likewise, the estimated residual variance is expected to reflect the typical level of within-family variation.
The variance is expected to increase because bacteria are both mobile, but also increase in number within the colony.
In the presence of linkage in repulsion phase, additive variance is expected to be underestimated whereas dominance variance is overestimated.
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The total explained variance was expected to be over 80% and the correlation matrix was expected to show correlations under 0.70.
A higher (i.e. more detrimental) mean effect or a higher variance are expected to be related, and both would indicate reduced robustness [ 18, 19].
The mean, μ, and variance are expected to be equal when sampling from a Poisson distribution, i.e., Var y) = μ.
For some traits, the largest component of genetic variance is linear (additive) [ 1], but even in this case nonlinear interactions accounting for some smaller component of variance are expected to be present.
We investigated the variance of the informative genes as genes with large variance are expected to produce more robust results and did note a significant shift to larger variance for genes with AUC values >0.7.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com