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Sets of estimated parameters obtained in single estimation were stored for reference.
Resample aggregation techniques, such as bootstrap aggregation ("bagging"; [Breiman, 1996]) or subsample aggregation ("subagging"; Bühlmann and Yu, 2002]), have been found to produce estimates of that are more stable than from a single estimation run in the sense that those estimates have lower frequentist risk under squared error loss [Bühlmann and Yu 2002].
The ten results from the folds are combined into a single estimation.
The 10 results from the folds are then averaged to produce a single estimation.
The K results from the folds are averaged to evaluate a single estimation.
The k results from the folds can then be averaged to produce a single estimation.
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With single estimations of testosterone and DHEA, it is necessary to take into account the circadian rhythms.
Despite high correlations (r p = 0.97 and r c = 0.94) and relatively small limits of agreement when compared with the reference method of tritium dilution (SD = 2.6 L) and low deviation for single estimations of TBW, particularly in women (MAPE of 5.76%), the overall performance of SFBIA cannot be considered equivalent to the performance of the BIS prediction equations.
It first performs a quick-but-robust single-DOA estimation with single-source sample windows and then proposes sound source tracks from incoming single-DOA estimations.
In contrast, the values estimated using the single DCB estimation approach exhibit much greater fluctuations at all GPS sites.
For validation of the daily receiver DCB value estimated by a single DCB estimation, one receiver operated as the IGS station was considered.
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