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Error standard deviation is the square of estimation error variance obtained from Eq. (8).
One important finding is that the size of the variance obtained from the static model shrinks when the model is controlled for the lagged employment status, as expected.
The bias and variance obtained from an analytic calculation (i.e., Equations (28a), (28b)) closely agree with simulation results shown in Figure 1, verifying the analyses performed to approximate the bias and variance of the present T-F interdependence estimators.
To show the effect of the dynamic assimilation model on the distribution of the unobserved individual effects, we also report the variance obtained from the static assimilation model (in brackets).
Accuracies (r) of EBV were calculated as: <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0012797.e002.PNG" class= inline-graphic"/> where PEV is the prediction error variance of each breeding value and σ2a is the estimated additive genetic variance obtained from the mixed model analysis.
However, point estimates of sire variance obtained from 30E-NP and 75E-NP were severely biased.
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In this study, this source of error is expressed by the standard errors of the regression parameters or of the BEF values, as they are the square roots of the respective variances obtained from the variance-covariance matrix, S bb.
Model-based reliability was also evaluated using unstandardized loadings and error variances obtained from the final CFA model [ 32].
Results: First, we estimated the prior variance of a gene expression by pooling variances obtained from mixture modeling of large samples in the public microarray database.
Repeatability was calculated for each treatment separately based on the variances obtained from the final model, and thus represents link-scale repeatability.
Variance estimates using the MAQC Illumina dataset were smaller in magnitude to the variances obtained from our Ref-8 data, revealing a surprisingly high level of reliability between the three laboratories that performed these experiments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com