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The empirical Bayes method was used to shrink the gene-wise sample variances towards common values, thus augmenting the degrees of freedom for the individual variances.
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A moderated t statistic was computed using an empirical Bayes method to shrink the probe-wise sample variances towards a common value and to augment the degrees of freedom for individual variances [ 40].
P-values for each method were calculated by the moderated F-statistic which stabilizes the gene-specific variance using an empirical Bayes method to shrink the probe-wise sample variances toward a common value and to augment the degrees of freedom for the individual variances [ 35].
Phenotypically, AGR2 knockdown augmented the degree of growth inhibition when combined with either antiestrogen.
Our data support this hypothesis, demonstrating that olfactory perception induced by odorant stimulation augments the degree of neuronal polarity to the sniff phase (Fig. 7B).
The system is augmented by duplicating the degrees of freedom on the wet interface.
The local police, in varying degrees of armament, augmented the security.
Student assistants, independent contractors and advanced interns from conservation graduate degree programs frequently augment the regular staff.
Boosted PIs may increase the concentration of CCB in the serum and can potentially prolong the heart's PR interval, thus causing first-degree heart block and augment the hypotensive effect.
We augmented the studies as needed to provide a high degree of accuracy for a diverse range of users".
Overall, at each iteration, 2N unique positive instances augment the ensemble in which N is the imbalance degree since two instances originated from each co-training subclassifier.
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