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We then expand upon this result to design algorithms that adapt to more unknown parameters, including the variance of the data, different methods for measuring distances, and upper or lower bounds on the second derivative of the loss.
Table1 shows the computation of the dynamic weight, including the variance (α1= 3,450.1875), rms error rate (β1= 58.7383), dynamic weight coefficients (column 3), and dynamic weight of each queue (column 5) while assuming k=1.
Including the variance would allow for robust statistical analysis, which currently is not the case since the variance has been removed.
The complete characteristics of the COHb levels including the variance and area under the curve results are shown in Table 3. AUC, area under the curve.
For this purpose, the average variance extracted (AVE) was considered to measure the variance of the indicators of the reflective construct relative to the total amount of variance, including the variance of the measurement error.
To control for this bias we also fitted a non-linear model including the variance term (whose regression parameter is the square of the regression parameter for the mean term divided by two).
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AMOS therefore created a covariance matrix, including the variances and covariances among observed scores.
For P x1 i, x0 i | c) we specify a BM model with all parameters (including the variances and the correlation) varying across classes.
So analyte distributions in the case and control samples are forfeited, including the variances of (σ 2 case and σ 2 control ); therefore, the results compromise the comparison between the case and control [ 28].
In contrast, including the variances in family sizes (Vk) from the parentage assignment analysis yielded (eqs 2 and 3) markedly reduced Nb estimates, with Nb /N ratios in the range from 0.16 to 0.28 (Table 1, right).
Since the late 1980s, supervised sleep staging programs incorporating sophisticated machine learning algorithms have become more popular, due to their ability to improve the accuracy of staging by including the variances between subject animals.
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