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(3) Outfit MNSQ for CAT was determined by the average squared residuals (i.e., squared observation minus the expected score and then divided by the variance, see Additional file 1) across all items.
We calculated D, the average squared differences in expression between species divided by the average squared differences in expression within species for each data set and cell type.
The overall error rate of the point estimator was captured by the estimated MSE, enumerated by the average squared difference between the estimated β1 and true value across the 1000 datasets.
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Root mean squared (RMS) errors were calculated by subtracting the predicted values from the corresponding observed values, squaring them, and then taking the square root of the averaged squared errors.
Part of the observed broadening is easily explained by thermal motions, since v2, the averaged squared speed, is proportional to T/m, where T is the temperature and m is the mass of the atom.
Moreover, we normalized word coordinates by the average square length of all word vectors, effectively scaling the entire distribution to the unit variance.
The optimal SAM combining model combined two BRANN member models and improved upon them in terms of average squared errors by 14.6% and 18.1% respectively.
The R was used to enable direct comparison to heritabilities and was estimated by averaging squared Pearson's correlations (r ) between the observed and predicted BLUP values.
The TFRs of power were generated by averaging the squared absolute values of the convolutions over trials for a given condition (i.e., when presenting infant faces or adult faces).
In practice, the power values of these bandpass filtered signals are obtained by averaging the squared magnitude spectral components in the specified frequency band, and then converting them to dB.
Therefore, we can calculate a normalized χ2 statistic for each genome - measuring the overall degree by which genes deviate from the genome-wide expectation- by calculating the average of the squared Z-scores for each gene g, as (11) In the absence of codon selection, values should approach 1.0, where the codon usage of each gene is a random sample [ 28].
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