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Fitting a residual polygenic effect in the genomic model is necessary to avoid the variance of DGV being too high, to make the GEBV of candidates less biased, and to reduce the correlation between reference sires' EBV and animals' DGV.
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We also accounted for correlation among the rate ratios based on a common reference group in each study to avoid underestimating the variance of the study specific trend, which could yield misleading results.
In order to avoid the singularity of the variance covariance matrix of the within groups, 9 genes were selected.
Different types of normalization of the EMG signal are typically performed to avoid the inherent variance associated with EMG amplitude.
Also, to avoid the underestimation of parameters variance, we used R Programming Environment for Data Analysis and Graphics (R Development Core Team 2004).
In order to avoid the problem of heterogeneous variances, we applied this ANOVA to small and large populations separately.
This has the effect of avoid over-fitting by reducing the variance of the estimator, at the cost of introducing a bias.
The k-means algorithm was repeated 100 times, and the solution that minimized within-cluster variance was chosen to avoid the influence of random initial cluster membership on our results.
We calculated variance with a robust estimator, to avoid the influence of outliers, as described in [ 90, 91].
The aim is to avoid the the time-variance and endogeneity of these variables.
NRC estimates the STRF only in the stimulus subspace that contains most of the variance of the stimulus to reduce noise in the estimates and avoid overfitting [3].
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