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Figure 3 depicts the expected uncertainty of the predictions, represented here as the overall mean of all expected variances after being trained with experiments selected by the competing algorithms.
The software automatically calculates expected variances, statistical power, and optimal design of the larger experiment.
Such calculations rely on knowledge of the expected variances of the measurements of each group of samples and the magnitude of the treatment effect; the estimation of which is often uninformed and unreliable.
The definitions of R(l) and S l) are consistent with the synthetic coefficients averaged in time; their time-averaged squares,, give statistical expected variances of in accordance with the power spectrum R(l) (they are assumed to be uncorrelated to one another).
The females, on the other hand, frequently produced baselines with larger than expected variances and means that exceeded chance.
Towards this end, we set the expected variances to σ g =σ e =1 and simulated a single set of phenotypes.
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Thus, the stimulus indicates the expected value (first moment) and (expected) variance (second moment) or standard deviation of the distribution.
The estimated βFGLS and θFGLS enable a direct estimation of expected log consumption (shown in equation 9) and expected variance of log consumption (shown in equation 10) respectively.
The detection threshold is adapted depending on the expected variance of the power in noise-only intervals.
where v it ( m ) provides the expected variance of the individual's outcome given the outcome was truncated.
To develop the GAR15 regional vulnerability functions, expected damage to the physical building fabric was based on hazard intensity, an expected mean damage index and expected variance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com